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#complex technical jargon
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How Google’s trial secrecy lets it control the coverage
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I'm coming to Minneapolis! Oct 15: Presenting The Internet Con at Moon Palace Books. Oct 16: Keynoting the 26th ACM Conference On Computer-Supported Cooperative Work and Social Computing.
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"Corporate crime" is practically an oxymoron in America. While it's true that the single most consequential and profligate theft in America is wage theft, its mechanisms are so obscure and, well, dull that it's easy to sell us on the false impression that the real problem is shoplifting:
https://newrepublic.com/post/175343/wage-theft-versus-shoplifting-crime
Corporate crime is often hidden behind Dana Clare's Shield Of Boringness, cloaked in euphemisms like "risk and compliance" or that old favorite, "white collar crime":
https://pluralistic.net/2021/12/07/solar-panel-for-a-sex-machine/#a-single-proposition
And corporate crime has a kind of performative complexity. The crimes come to us wreathed in specialized jargon and technical terminology that make them hard to discern. Which is wild, because corporate crimes occur on a scale that other crimes – even those committed by organized crime – can't hope to match:
https://pluralistic.net/2021/10/12/no-criminals-no-crimes/#get-out-of-jail-free-card
But anything that can't go on forever eventually stops. After decades of official tolerance (and even encouragement), corporate criminals are finally in the crosshairs of federal enforcers. Take National Labor Relations Board general counsel Jennifer Abruzzo's ruling in Cemex: when a company takes an illegal action to affect the outcome of a union election, the consequence is now automatic recognition of the union:
https://pluralistic.net/2023/09/06/goons-ginks-and-company-finks/#if-blood-be-the-price-of-your-cursed-wealth
That's a huge deal. Before, a boss could fire union organizers and intimidate workers, scuttle the union election, and then, months or years later, pay a fine and some back-wages…and the union would be smashed.
The scale of corporate crime is directly proportional to the scale of corporations themselves. Big companies aren't (necessarily) led by worse people, but even small sins committed by the very largest companies can affect millions of lives.
That's why antitrust is so key to fighting corporate crime. To make corporate crimes less harmful, we must keep companies from attaining harmful scale. Big companies aren't just too big to fail and too big to jail – they're also too big for peaceful coexistence with a society of laws.
The revival of antitrust enforcement is such a breath of fresh air, but it's also fighting headwinds. For one thing, there's 40 years of bad precedent from the nightmare years of pro-monopoly Reaganomics to overturn:
https://pluralistic.net/ApexPredator
It's not just precedents in the outcomes of trials, either. Trial procedure has also been remade to favor corporations, with judges helping companies stack the deck in their own favor. The biggest factor here is secrecy: blocking recording devices from courts, refusing to livestream the proceedings, allowing accused corporate criminals to clear the courtroom when their executives take the stand, and redacting or suppressing the exhibits:
https://prospect.org/power/2023-09-27-redacted-case-against-amazon/
When a corporation can hide evidence and testimony from the public and the press, it gains broad latitude to dispute critics, including government enforcers, based on evidence that no one is allowed to see, or, in many cases, even describe. Take Project Nessie, the program that the FTC claims Amazon used to compel third-party sellers to hike prices across many categories of goods:
https://www.wsj.com/business/retail/amazon-used-secret-project-nessie-algorithm-to-raise-prices-6c593706
Amazon told the press that the FTC has "grossly mischaracterize[d]" Project Nessie. The DoJ disagrees, but it can't say why, because the Project Nessie files it based its accusations on have been redacted, at Amazon's insistence. Rather than rebutting Amazon's claim, FTC spokesman Douglas Farrar could only say "We once again call on Amazon to move swiftly to remove the redactions and allow the American public to see the full scope of what we allege are their illegal monopolistic practices."
It's quite a devastating gambit: when critics and prosecutors make specific allegations about corporate crimes, the corporation gets to tell journalists, "No, that's wrong, but you're not allowed to see the reason we say it's wrong."
It's a way to work the refs, to get journalists – or their editors – to wreathe bold claims in endless hedging language, or to avoid reporting on the most shocking allegations altogether. This, in turn, keeps corporate trials out of the public eye, which reassures judges that they can defer to further corporate demands for opacity without facing an outcry.
That's a tactic that serves Google well. When the company was dragged into court by the DoJ Antitrust Division, it demanded – and received – a veil of secrecy that is especially ironic given the company's promise "to organize the world's information and make it universally accessible and useful":
https://usvgoogle.org/trial-update-9-22
While this veil has parted somewhat, it is still intact enough to allow the company to work the refs and kill disfavorable reporting from the trial. Last week, Megan Gray – ex-FTC, ex-DuckDuckGo – published an editorial in Wired reporting on her impression of an explosive moment in the Google trial:
https://pluralistic.net/2023/10/03/not-feeling-lucky/#fundamental-laws-of-economics
According to Gray, Google had run a program to mess with the "semantic matching" on queries, silently appending terms to users' searches that caused them to return more ads – and worse results. This generated more revenue for Google, at the expense of advertisers who got billed to serve ads that didn't even match user queries.
Google forcefully disputed this claim:
https://twitter.com/searchliaison/status/1709726778170786297
They contacted Gray's editors at Wired, but declined to release all the exhibits and testimony that Gray used to form her conclusions about Google's conduct; instead, they provided a subset of the relevant materials, which cast doubt on Gray's accusations.
Wired removed Gray's piece, with an unsigned notice that "WIRED editorial leadership has determined that the story does not meet our editorial standards. It has been removed":
https://www.wired.com/story/google-antitrust-lawsuit-search-results/
But Gray stands by her piece. She admits that she might have gotten some of the fine details wrong, but that these were not material to the overall point of her story, that Google manipulated search queries to serve more ads at the expense of the quality of the results:
https://twitter.com/megangrA/status/1711035354134794529
She says that the piece could and should have been amended to reflect these fine-grained corrections, but that in the absence of a full record of the testimony and exhibits, it was impossible for her to prove to her editors that her piece was substantively correct.
I reviewed the limited evidence that Google permitted to be released and I find her defense compelling. Perhaps you don't. But the only way we can factually resolve this dispute is for Google to release the materials that they claim will exonerate them. And they won't, though this is fully within their power.
I've seen this playbook before. During the early months of the pandemic, a billionaire who owned a notorious cyberwarfare company used UK libel threats to erase this fact from the internet – including my own reporting – on the grounds that the underlying research made small, non-material errors in characterizing a hellishly complex financial Rube Goldberg machine that was, in my opinion, deliberately designed to confuse investigators.
Like the corporate crimes revealed in the Panama Papers and Paradise Papers, the gambit is complicated, but it's not sophisticated:
Make everything as complicated as possible;
Make everything as secret as possible;
Dismiss any accusations by claiming errors in the account of the deliberately complex arrangements, which can't be rectified because the relevant materials are a secret.
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If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:
https://pluralistic.net/2023/10/09/working-the-refs/#but-id-have-to-kill-you
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My next novel is The Lost Cause, a hopeful novel of the climate emergency. Amazon won't sell the audiobook, so I made my own and I'm pre-selling it on Kickstarter!
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Image: Jason Rosenberg (modified) https://www.flickr.com/photos/underpants/12069086054/
CC BY https://creativecommons.org/licenses/by/2.0/
--
Japanexperterna.se (modified) https://www.flickr.com/photos/japanexperterna/15251188384/
CC BY-SA 2.0: https://creativecommons.org/licenses/by-sa/2.0/
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luna-azzurra · 11 months
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Developing Characters in Different Genres:
1. Understand the genre conventions: Familiarize yourself with the key characteristics and expectations of the genre you're working with. Each genre has its own tropes, themes, and narrative styles. Knowing these conventions will help you develop characters that fit within the genre while also providing opportunities for unique twists and originality.
2. Establish the world-building elements: In genres like fantasy, science fiction, or historical fiction, the setting plays a crucial role in shaping the characters. Develop the rules, limitations, and unique features of the world in which your characters exist. Consider how these elements influence their abilities, traits, and conflicts. Ensure that the characters are grounded in the genre's world-building, but also explore the human aspects that make them relatable.
3. Align character traits with genre elements: Integrate genre-specific traits, powers, or abilities into your characters' development. For example, in fantasy, characters may possess magical abilities or belong to distinct races with specific characteristics. In science fiction, characters might have advanced technology or genetic enhancements. Ensure that these genre-specific traits are relevant to the plot and contribute to the character's growth or conflicts.
4. Balance uniqueness and relatability: While genre-specific traits are important, it's crucial to balance them with relatable human qualities. Even in fantastical or futuristic settings, readers want characters they can empathize with. Give your characters relatable emotions, desires, flaws, and personal struggles. This balance between genre elements and relatable human characteristics will make your characters more engaging and memorable.
5. Create multidimensional characters: Regardless of the genre, multidimensional characters are essential for reader engagement. Provide your characters with a range of strengths, weaknesses, fears, and aspirations. Avoid one-dimensional heroes or villains. Characters with complex motivations and internal conflicts are more compelling, regardless of the genre they inhabit.
6. Consider the impact of genre on character arcs: The genre can influence the character's journey and growth. In mystery or thriller genres, for example, the protagonist may undergo a transformation as they uncover secrets or solve a puzzle. In fantasy, characters may embark on quests that test their bravery and lead to self-discovery. Tailor the character's arc to the genre, ensuring that it aligns with the story's themes and pacing.
7. Use genre-specific conflicts and challenges: Explore conflicts and challenges that are inherent to the genre. In mystery, characters may face life-or-death situations or navigate intricate plots. In historical fiction, characters might grapple with social or political upheaval. These genre-specific conflicts add depth and tension to the characters' journeys while immersing readers in the story's world.
8. Give characters agency: Regardless of the genre, characters should have agency and drive the plot forward. They should actively make choices and take actions that influence the course of events. Avoid making characters passive recipients of the plot or relying solely on external forces to drive their development. Active and motivated characters make for engaging reads across all genres.
9. Pay attention to dialogue and language: Language and dialogue can be shaped by the genre. In fantasy or historical fiction, characters may speak in a more formal or archaic manner. In science fiction, characters might use technical jargon or futuristic slang. Ensure that the language used by your characters is consistent with the genre while remaining accessible and understandable to readers.
10. Embrace genre-bending and subverting expectations: Don't be afraid to challenge genre conventions and subvert expectations. Introduce unexpected elements, twists, or characterizations that defy the norms of the genre. This can add freshness and originality to your characters and story, making them stand out from the crowd.
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theplotmage · 8 days
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Hi, I was wondering if you could so some sort of rule set for time travel? I'm finding it hard to describe, and what rules there are on the subject.
Thanks!
Hello, I'm also writing a time traveling sci-fi fiction with a fantasy blend to it and here are some things that I find that could help us out!
Rule Set for Creating Believable Time-Traveling Fiction
1. Time Travel Mechanics
Mechanism Description
- Clearly explain how time travel works in your story. Is it a machine, a natural phenomenon, a magical object, or an innate ability?
Scientific Basis
- Incorporate real scientific theories, such as Einstein’s theory of relativity, wormholes, or quantum mechanics, to ground your story in plausible science.
Limitations and Costs
- Define the limitations of time travel, such as distance in time, frequency, energy requirements, or physical toll on the traveler.
2. World-Building
Historical Accuracy
- Research and accurately depict the time periods your characters travel to. Include cultural norms, language, technology, and major events of those eras.
Parallel Worlds and Timelines
- Decide if time travel in your story creates alternate timelines or if it follows a single, mutable timeline. Consistency is key.
Temporal Organization
- Consider the existence of a governing body or organization that regulates time travel. Define its structure, rules, and purpose.
3. Language and Communication
Temporal Dialects
- Characters from different time periods should speak differently. Use historical dialects, slang, and accents appropriate to each era.
Temporal Jargon
- Create specific terms and jargon for time travelers and the technology they use, such as “temporal jump,” “chrononaut,” or “time anchor.”
Code of Conduct
- Develop a code of conduct or set of guidelines that time travelers must follow, including how they communicate with each other and with people from different eras.
4. Character Development
Motivations and Goals
- Clearly define why characters want to time travel. Is it for adventure, to change a personal event, or for scientific exploration?
Personal Growth
- Show how time travel affects characters emotionally and psychologically. Do they struggle with the ethics of their actions or the loneliness of being out of their time?
Conflict and Tension
- Use the potential for paradoxes, rival time travelers, and moral dilemmas to create conflict and tension.
5. Ethical and Moral Implications
Paradox Prevention
- Address how your story handles paradoxes, such as the grandfather paradox. Use concepts like self-healing timelines or fixed points in time to explain inconsistencies.
Ethical Dilemmas
- Explore the moral implications of time travel. Should characters intervene in historical events? What are the consequences of changing the past Responsibility
- Emphasize the responsibility that comes with the power to alter time. Characters should consider the broader implications of their actions.
6. Plot Structure
Non-Linear Narrative
- Use non-linear storytelling techniques to enhance complexity and intrigue. Flashbacks, flash-forwards, and parallel timelines can create a rich narrative.
Foreshadowing and Payoff
- Plant clues and foreshadowing that pay off later in the story. Ensure that all plot threads are resolved by the end.
Multiple Perspectives
- Consider telling the story from multiple viewpoints to show the impact of time travel from different angles.
7. Integrating Science Fiction and Fantasy Elements
Scientific Plausibility
- Ground your time travel mechanics in plausible science, even if you incorporate fantastical elements. Use pseudo-scientific explanations to bridge the gap.
Imaginative Enhancements
- Blend scientific theories with imaginative elements, such as ancient artifacts, alien technology, or supernatural forces.
Explanatory Dialogue
- Use character dialogue to explain complex concepts in an accessible way without overwhelming the reader with technical details.
8. World-Building Consistency
Timeline Integrity
- Map out key events in your story’s timeline to avoid inconsistencies and plot holes.
Cultural and Societal Impact
- Consider how time travel affects society. Is it a well-known and regulated practice, or a secret known only to a few?
Technological and Historical Changes
- Explore how changes in the past affect technology and history in the present and future. Ensure these changes are logically consistent.
9. Avoiding Common Pitfalls
Avoid Overcomplication
- Keep the rules of time travel simple enough for readers to follow without getting bogged down in excessive technical detail.
Plot Holes
- Be vigilant about potential plot holes and inconsistencies that can arise from complex time travel mechanics.
Exposition Balance
- Balance the need to explain time travel mechanics with maintaining the story’s pace and engagement. Avoid info-dumping.
Rules for Time Traveling
1. One-Way Trips Only
Restriction
- Time travelers can only move forward or backward in time once without the possibility of a return journey.
Explanation
- This rule ensures that the timeline remains linear and prevents paradoxes caused by multiple interactions with the same time period.
Effect
- Limits interference with historical events and reduces the chance of creating alternate realities.
2. The Observer Effect
Restriction
- Time travelers cannot interact with their past selves or directly influence their previous actions.
Explanation
- Direct interaction with one’s past self could create paradoxes, such as the “grandfather paradox,” where altering past events prevents the traveler’s existence.
Effect
- Maintains the integrity of the timeline and ensures personal history remains consistent.
3. Fixed Points in Time
Restriction
- Certain historical events, known as fixed points, cannot be changed or altered in any way.
Explanation
- These events are crucial for the stability of the timeline and the universe’s structure.
Effect
- Prevents catastrophic changes to reality, ensuring key moments in history remain intact.
4. Memory Corruption
Restriction
- Excessive time travel can lead to memory corruption, where the traveler starts forgetting crucial details of their original timeline.
Explanation
- The brain struggles to handle multiple versions of events, leading to cognitive dissonance and memory loss.
Effect
- Ensures travelers use time travel sparingly and only when absolutely necessary.
5. Temporal Anchor
Restriction
- Time travelers must establish a temporal anchor, a fixed point in time to which they can return or stabilize themselves.
Explanation
- This anchor serves as a safeguard against getting lost in time or drifting uncontrollably through different periods.
Effect
- Provides a safety net for travelers, ensuring they have a way back to their original timeline or a stable reference point.
6. Butterfly Effect
Restriction
- Minor changes in the past can have significant, unforeseen consequences in the future.
Explanation
- The butterfly effect illustrates how small actions can ripple through time, drastically altering future events.
Effect
- Encourages travelers to be cautious and minimize their impact on past events to avoid unintended consequences.
7. Temporal Energy Consumption
Restriction
- Time travel requires a significant amount of energy, often depleting the traveler’s resources or affecting the environment.
Explanation
- The energy needed to manipulate time is immense, and its usage can lead to resource shortages or environmental damage.
Effect
- Ensures time travel is not undertaken lightly and that travelers consider the environmental and resource costs.
8. Chrono-Sickness
Restriction
- Prolonged exposure to different time periods can cause physical and mental ailments, known as chrono-sickness.
Explanation
- The human body and mind are not designed to handle the stress of moving through time, leading to disorientation, nausea, and psychological effects.
Effect
- Limits the duration and frequency of time travel, encouraging travelers to minimize their trips.
9. Temporal Interference
Restriction
- Time travelers must avoid interfering with major historical figures or events.
Explanation
- Interfering with significant events or individuals can drastically alter the course of history, leading to unpredictable outcomes.
Effect
- Preserves the natural flow of history and ensures major events occur as intended.
10. Temporal Paradoxes
Restriction
- Travelers must avoid creating paradoxes, situations where actions in the past contradict the present or future.
Explanation
- Paradoxes can destabilize the timeline, potentially leading to its collapse or the creation of alternate realities.
Effect
- Ensures travelers act responsibly and with caution, preventing actions that could lead to paradoxical situations.
***
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Okay, this started as a rant on another post but then i figured it wasn't fair to inflict that on OP. I don't even know OP. So uhhh...
I am, at this point, completely convinced that the people who advise against headhopping, beige prose, purple prose, and infodumping, and the people who love headhopping, beige prose, purple prose, and infodumping are using two different definitions of the words.
Because do you really enjoy reading published novels where you can't tell whose thoughts belong to whom? Do you really enjoy prose that is choppy, vague, awkward, and lacks enough detail to actually follow the story? Do you really enjoy prose that keeps using big, fancy words but it is clear the author doesn't actually know what they mean, or uses run-on sentences that are dizzying to try and make sense of? Do you really enjoy having your high-paced action scene interrupted by 6 pages straight of technical jargon with absolutely no attempt to incorporate it naturally into the story (and like two paragraph breaks across the whole 6 pages)?
On the other hand...
Do you really hate every single case of Omniscient POV you have ever read - did you hate Narnia, A Series of Unfortunate Events, Pride and Prejudice because of the POV? Do you really find sparse, accessible, "quick and snappy" prose that off-putting? Do you hate poetry - can you seriously not think of any examples of vivid, flowing prose chalk-full of literary devices (metaphor, zeugma etc.) that spoke to you? Have you really never enjoyed a paragraph here and there where a scifi writer explains exactly how their weird alien is biologically possible? Have you? Do you?
(Okay, okay. I know this is Tumblr. If anyone actually bothers to read this rant (hahaha) some little edgy contrarian is going to appear in the notes eventually but IN GENERAL)...
Long story short I think we have two different definitions of all these terms running around.
Headhopping
When the narrator describes the thoughts of more than one character per paragraph (or scene).
When the narrator describes the thoughts of more than one character per paragraph (or scene) in a way that makes it difficult to tell who is thinking and experiences what. It is confusing to the reader.
Beige prose
Simple, sparse, accessible, to the point, only conveying the tip of the iceberg.
Choppy, awkward, vague, missing critical information, sacrificing clarity for the sake of simplicity.
Purple prose
Poetic, flowery and/or vivid language, long complex sentences, a tendency toward the dramatic.
Language that is "too flowery" - fancy, rare words used incorrectly, or which don't make sense given the tone, mood, atmosphere, genre, style etc, or which make it hard to follow what is happening. Run-ons and sentences that are dizzying to make sense of. Melodrama, aka dramatic without adequate build up.
Infodumping
Explaining details that aren't necessary for the story. Taking a few paragraphs, maybe a page or two, at an appropriate moment in the story (even a whole chapter if it is built-up to correctly). This can be in the text itself or it can be in an appendix or prologue (à la Concerning Hobbits)
Explaining details that aren't necessary for the story. Taking a few paragraphs, maybe even several pages, at an inappropriate moment in the story. It interrupts the flow and pacing. There is no effort to weave or incorporate the information into the story. It is just dumped there.
And yeah, I just think we could solve so much discourse if we acknowledged that we aren't all using the same definitions.
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nardo-headcanons · 7 months
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Writing Scientist Characters
this post is mainly an excuse to post a certain list of lab supplies I've made for a friend and infodump about lab work. but feel free to use this as a little resource when writing characters who are scientists and/or lab nerds. who knows, maybe it'll be of use.
General thoughts
Many people think it's a stereotype that scientist or nerd characters talk using complex technical jargon. While that is true to an extent, there actually is some kind of lab jargon. It varies across different labs and fields, but one thing they have in common is that it seeks to simplify, not the other way around.
gelelectrophoresis becomes elpho
microbiology becomes mibi
deioninized water becomes aqua dist
biochemistry becomes BC
sodium hydroxide becomes NaOH
They will probably not call a glass of water "silicon dioxide and h2o".
...and more. feel free to get creative. If you're writing in any other language than English, you can throw in one or two anglicisms as well. Also, most scientists will never gatekeep their work, and in an opposite fashion, will not shut up about it unless you make them. And no, most chemists do not know the entire periodic table by heart, only the most relevant elements. (main groups and a few commonly used metals of the subgroups) When it comes to characters doing the lab work, keep in mind that there are a lot more people involved than the scientist themself. Most scientists are more occupied with paperwork and data analysis, it is the laboratory technicians and assistants that do most of the practical work. They often have more lab experience than the scientists themselves.
Things you can have your lab nerd character do instead of making random chemicals explode
writing a lab report (and losing their mind over excel)
degreasing the glass bevel stoppers
removing the permanent marker from beakers (labeling is important)
complaining about the lack of funding of [their field] research
cleaning glassware
preparing specimen for examination
googling the most basic equations for their report
checking if the glassware and utensil collections are complete
steal single use plastic pipettes from their lab
pirating expensive textbooks
A list of laboratory supplies and utensils you can have them work with
Laboratory general (chem + bio)
Erlenmayer flasks, beakers, precision scales (3 digits), glass rods, metal spoons/spatulas, screw on glass flasks (autoclave compatible) test tubes, stopcock grease, dispensers with sanitizer and hand cream, gas burners, heating plates, eppendorf pipettes, pipette tips, Peleus pipetting aids, squirting bottles, liquid and powder funnels, incubator/drying chamber, round watch glasses, magnet stirring plates.
Microbiology Autoclave, petri dishes, agar plates, innoculation loops (reusable and metal), clean bench, microscope slides, microscope, drigalski-spatula, test tubes with clamping lids
Histology
Paraffin bath, water bath, scalpels, scissors, razor blades, microtomes (rotating microtome, slide microtome and freezing microtome), histocinette, tweezers (various kinds), ocular
Biochemistry
Sequencing robots, eppendorf tubes, gelelectrophoresis chambers, centrifuge
Analytical Chemistry
Photometer, kuvettes, burettes, mass spectro meters, UV bank (for chromatogrophies), pyknometers, melting point meter, porcelain mortars, pH paper, analytical scales (4 or more digits)
Prep Chemistry
Tripod/standing material, miniature lifting platforms, spiral condenser, colon condenser, round bottom flask (three necked and y- necked), filtration material, Separating funnel
Electrical engineering
Electric generators, Soldering iron, Clamp connectors, plugin connectors, ohm’s resistors, plug in lamps, condensers, transistors, PCBs, amperemeters, voltmeters, multimeters
Mechanics
Tripod/standing material, metal hooks, metal rods, mechanical stop watches, marbles, metal springs, Newton meters, laser motion detectors
Optics
Prisma (various kinds), various glass lenses (concave, convex, biconcave, biconvex), laser pointers, optical bench, mechanical iris diaphragm, looking glasses, monochrome lamps, lamp filters
Most used chemicals
Deionized water, ethanol, NaOH, HCl, H3PO4, NaCl (+ physiological NaCl solution 0.9)
Useful websites for writing science stuff
DNA sequence generator (simple): http://www.faculty.ucr.edu/~mmaduro/random.htm
DNA, RNA and protein sequence generator: https://molbiotools.com/randomsequencegenerator.php Annealing temperature calculator: https://tmcalculator.neb.com/#!/main
Medicine name generator: https://www.fantasynamegenerators.com/medicine-names.php Anything chemistry related: https://www.wolframalpha.com/input?i=chemistry
Commonly used software:
MS Excel
Yenka
CASSY Lab
LabView
SpectraLab
LIMS
LaTex
Slack
Scientist friends, feel free to add onto this.
Have fun writing!
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poeticpains · 10 months
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Poe's Giffing Tutorial (From One Beginner to Another)
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Hey, everyone! So, I've been thinking about this for a while, and decided to finally make it happen. This post aims to be a giffing tutorial that isn't a bunch of technical jargon that nobody except experienced giffers understands. This is for the person that I was when I first started out: someone who wants to make gifs, for free, without having to learn the entirety of a new program. As such, if you're already familiar with the basics, this probably won't be super helpful to you.
In this, I'll cover the basics of actually capturing a gif, the how-to of color correction (though without getting into the nitty-gritty detail of it), some basic text effects, and some more decorative effects like overlays and ~fancy coloring. I'll also show you the program I use to resize gifs.
I don't have a fun quip to lead us into the next part, so, uh, let's just dive in.
Tools*:
A PC capable of handling heavy processor loads (I use a mid-range gaming laptop; it's a little slow sometimes, but it works)
Whatever you're giffing (obviously...)
ScreenToGif (a free, basic screencapture program)
Photopea (a free, in-browser Photoshop dupe)
RedKetchup (a free file resizer/converter)
*Note: These are not the end-all, be-all of gifmaking. They may not even be the best tools for the job! But they're free, they work well, and they're relatively intuitive.
Step 1: Capture your gif.
I'm going to use ScreenToGif for this. The first thing I do is open the program and click Recorder, which opens the recording interface.
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I click and drag (or manually input dimensions in the boxes next to the recording button in the lower right corner) to set my dimensions, and then I press record. The red "Record" button will change to a blue square that says "Stop," and a timer will appear in the upper right corner, showing how many seconds your gif is.
Generally, I'll pause the video 5-10 seconds before my desired start time, to give myself a buffer (you'll be able to delete those frames later), start the recording, and then start the video. You'll probably find a system that works for you once you do it a few times.
Once the scene that I want to capture is done, I'll click the blue "Stop" button, and the overlay will close itself. A few seconds later, depending on how long/complex/large your gif is, the program will pop up with a new window where you can edit. Here's what it looks like:
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You can do a lot with ScreenToGif, but we'll be using the dead simple stuff today. Click the "Edit" tab, fourth from the left, and this will show up.
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"Delete All Previous" and "Delete All Next" are our friends here. Go to the FIRST frame that you want in your gif, using either your arrow keys or just dragging the slider, and select it. Then hit "Delete All Previous." This will make that frame the first frame of your gif. Then, go to the LAST frame of your gif, and hit "Delete All Next." This makes the last frame of the scene that you want the last frame of the gif. You can also use the "Delete" option to delete frames by selecting them with your cursor if you want a more manual option.
Now you have your raw gif! Go to the "File" tab, the first one on the left, and select "Save As" from the menu. You want to make sure that it's saving as a .gif file, not an .mp4 or .apng --- you can check this up at the top. Don't worry, though, as .gif is the default, so unless you change it, you should be golden. Select whatever folder you want to put it in, name it, and save it.
You could absolutely stop here. It is by no means required to color your gifs or slow them down or any other number of things associated with giffing. But if you want to, here's how I do it.
Step 2: Edit your gif.
Head on over to Photopea. You'll see this:
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What we want is the "Open From Computer" option. Click it, and your File Explorer will show up. Navigate to whatever folder you saved your gif in and select it by double clicking or clicking once and hitting "Open."
It'll open in a new workspace that looks like this.
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You may be saying, "Gee, Poe, that sure looks a lot like Photoshop!" Yes, it absolutely does. If you're familiar with Photoshop, you will most likely be able to find your way around Photopea just fine, and can probably go from here. But if you're not familiar with Photoshop, here's the basics.
First thing's first: gifs are frequently pretty fuzzy/blurry. Luckily, sharpening them is easy.
Select all your frames (the list on the right with all the numbered layers) by clicking one end, scrolling up/down, holding Shift, and clicking the other end. Then go up to the tabs and do Filter > Sharpen > Smart Sharpen. This will automatically sharpen each frame using a percentage; the default is, I believe, 150%, and this is usually what I use because I am fundamentally lazy.
If you don't select all your frames, only the one that you're currently on (the one highlighted in a lighter color) will get the effect applied to it. This goes for basically anything you do, so it's good to get in the habit of selecting all.
Now that it's sharpened, we can color it. Go up to the tabs again, and go to Layer > New Adjustment Layer > [whatever you want to adjust]. Most commonly in Escape the Night, you'll have to adjust brightness, because there's a lot of dark, moody scenes; Season 3 is also especially yellow/orange tinted, so you'll probably want to color correct it, too, using the Color Balance adjustment layer. This is a total guessing game based on the exact scene you're doing and my method is just selecting random things and adjusting sliders until it looks good (remember: fundamentally lazy). Honestly, I'm not an expert in coloring gifs, so I won't pretend to be — especially since people can and do write entire posts just dedicated to it. For this gif, I'm just lightening it a little.
And if this is all you want to do — no text, no effects — you're done! Go to File > Export As > GIF. It will take a few moments to load, so don't panic when your page freezes. A new window will pop up that allows you to do things like set looping, time, etc. but you can also just "Save" and you're done!
But let's say you want something fun. Maybe you'd like to overlay a quote or make it a cool color. If that's the case, continue on...
Step 3: Make your gif shine.
Three parts in this: text, fun colors, and overlays. You can combine these three to do some awesome things, and they're all very simple to do, once you know what you're doing. Think of them less like steps and more like a mix-and-match deal. You can use one, two, or all three!
So, here we go.
Option 3a: Add some text.
The easiest option of the three, this one works exactly like you think it does. The uppercase T symbol on the sidebar will create a new text layer where you can type something and set a font, size, and color.
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I'll spare you the lecture on typography that I could give you — you can find better ones than I could make. Generally, though, you have a decorative/display font for headings and emphasis, and then a different, more generalized font for subheadings and other things. In this, the display font is Heavy Heap, which was used on the Season 3 tarot cards, and the general font is a relatively generic serif font.
(Sidenote: you can load fonts into Photopea! Just go to a font website like Dafont, download the font you want, and then open it as you would any other file by going to File > Open and selecting it from your files. You should get a message that says "Font [Your Font Name Here] Loaded," and then you'll be able to use it in your design. That's how I got Heavy Heap in there.)
You can change size and color with these, which will show up at the top when you select the text tool. Keep in mind that if you're making changes after you type something out, you will need to select (highlight) the text you want to change — it won't do it automatically.
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I will admit that Photopea's text editor is not the cleanest, simplest, or nicest to use, especially at first. I came from Canva where it was much faster and easier. The downside, of course, is that Canva is highly limited with what you can do.
There are also ways to warp the text, change the blending, and do outlines, but I'll leave that for another time as to avoid making this any longer than it already is.
Option 3b: Make it a cool color.
You have a couple different ways to do this. Probably the most intuitive is to go to Layer > New Adjustment Layer > Photo Filter. Select the color box, pick the color you want using the picker or a hex code, select your desired density, and click OK. Boom, color over your gif.
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It defaults to this vintage-y orange, but you can pick whatever color your heart desires.
However, I usually use a different method using Gradient Maps. This is also pretty easy; Layer > New Adjustment Layer > Gradient Map. If you leave it black and white, by the way, you get a B&W gif (you can also just select the Black and White option in the Adjustment Layer menu). Click on the gradient, select the white square on the right side of the gradient line, and then select the square down at the bottom of the window and change it to whatever color you want.
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For this gif, I'm leaving it B&W.
(You can have a lot of fun with gradient maps. Play around with them!)
Option 3c: Overlay another gif on top.
Ooookay, so, this is the most advanced and tedious of effects to do (at least of the ones documented in this post), but it's worth it, I promise. For this, you'll need at least one other gif. I usually use a base gif that's relatively neutrally colored, oftentimes B&W but sometimes just faded or pastel, plus one (or more than one) colored, brighter gif. These are, of course, just guidelines — combine whatever gifs you want. The only real requirement, per se, is that they have the same amount of frames. If they don't, it'll look weird. (But if you do end up with two gifs that have different amounts of frames, you can delete the difference right in Photopea, so I don't stress about it too much.)
You also generally want to add text after this step, so if you're planning on doing this, save the text for last.
First things first: color your gifs the way you want and then save both of them. Then re-open them both in Photopea. Yes, this is annoying. I did say it was tedious.
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So now I have both of them in my navbar, labeled as "tutorial base" and "tutorial overlay."
Go to your overlay gif and right-click on the gif folder. This is the top layer with a little arrow and folder icon next to the name of the gif.
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Select "Duplicate Into" and then pick your base gif in the popup. In my case, it's named "tutorial base."
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Now you'll click over to your base gif, and you'll see that your accent has been put on top of your base. Now you get to have fun with blending!
Right click on the overlay gif's folder again. Then, select Blending Options, which is the first menu item. It'll bring up a popup with all sorts of options for styling your layer.
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The default setting is Pass Through, which is what we see here. If you want, you could just change the opacity to get your desired effect.
You could also play around with blending options such as Overlay, Color Burn, Lighten, and Screen. Every gif is different, and every gif will look different with different options, so experiment and see what looks best! You may have to go back and recolor it a few times, so I recommend just keeping the project open in your navbar for easy access.
For this gif, I think I'll go with Darker Color at 67%.
One last step, and then you're done with blending!
Go to Layer > Animation > Merge. This will merge each frame of your animation (the gifs) with each other, meaning that they'll play at the same time. If you forget this step, as I do frequently, you'll go to save your gif and find that it plays as a sequence.
Once you've merged your gifs, you can add texts, more effects, PNG overlays, whatever you want! Congrats! You did it!
Step 4: Resize your gif (if necessary).
Maybe you've made a gif, and it's beautiful, and it's amazing, and you wanna show everyone...but it's five million megabytes and you can't send or post it anywhere. Tumblr's max file size is 10 MB, while Discord's (standard) max file size is..7 MB, I think? Either way, if you try to upload something bigger than that, you'll get an error message and the familiar taste of disappointment.
Never fear, Redketchup is here!
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This is Redketchup, and it's super simple.
Go to "GIF Resizer" under Animation Tools. Upload your gif, then scroll until you see the Resize GIF section. Input the percentage you'd like to reduce it by (presets are 25%, 50%, and 75% smaller, but you can set it manually, as well).
This is also the step where you can slow it down if you desire if you didn't do it in Photopea — it's in the next section down. Set the speed, if you'd like, and then go down to the bottom and hit Download.
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It'll take you to a preview tab where you can check if your gif is small enough. If it is, hit Download again up in the top left, and that's that! Go share your gif with the world!
Conclusion:
Thank you for reading! I am by no means an expert gifmaker, but I want to spread the love and give other people the option to do it. I wouldn't know any of this stuff without the people who taught me, and I'll put a list of tutorials down at the bottom that I referenced when I was first learning to make gifs.
At any rate, if you use this post to make a gif, feel free tag me or send it to me so I can see! And for those of you who are on the fence about learning or starting to gif...
Do it. I double-dog dare you.
:)
References:
Blending Gifs by @the-mother-of-lions
Photopea Coloring Tutorial by @heroeddiemunson
Merging in Photopea by @bellamyblakru
And, though not a specific reference, I frequently browse @usergif for inspiration (they have tutorials there, as well, but I haven't checked them out yet).
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Text
it's a monster of a ppp essay
Finally writing about this film I’ve pretty much obsessed over for months! Hopefully I can put some order into this but in case I ramble you have been warned lol. Spoilers will be discussed. 
I first saw this film in Japan on opening day— prior to that I tried to gather as much information as I could via JP tweets and impressions, especially those of the pre-golden week screening on April 29, then adding more info as soon as spoilers were lifted to increase my understanding. And now a couple of months later, I finally have full context, but really happy that most of the information I got was accurate, and the only details that I had to clear up were related to the more complex elements of the plot, plus the ever-important talk-no-jutsus (tnj) in the film. 
If I were to give this film a score, it’s a 9/10. Prior to this, my fave iteration was case 3, being the ever-economic-just-over-an-hour-but-does-everything-right entry to the series. Maybe it’s my Akane bias but PPP just knocked that one right out of the park. The animation was great (I am not well-versed in this so you won’t hear me talk about it much), even if wonky Arata took me out despite the emotion in the scene. Voice acting, no one does it better than the JP actors, I will not be convinced otherwise. It’s my preference and frankly if you’ve never watched this in sub I do think you missed out. The music was TOP-TIER. I’ve not stopped listening to this OST ever since it came out, blessdt Ennio-Morricone-esque Is this your choice, Akane Tsunemori? track #27 CD2?!!?!??! *INHALE* 
I can’t actually use technical film critic jargon here so in short, I LOVE this film so much. 
A bit of background info from the recent interviews Director Shiotani participated during the roundtables/live stages in JP - the “switching” of the timelines were at the behest of the producers (Fuji TV), including the introduction of new characters, in order to continue the story indefinitely from a TV perspective (link). It was a ballsy move, and in hindsight it paid off, but not without its pitfalls which I will touch on later. PP3/FI was developed during PPSS, and PPP was developed during PP3/FI, so you can imagine the difficulty of making sure the creative team have crossed their t’s and dotted their i’s. That being said, apart from telling the story it wishes to tell, the purpose of this film was to tie the past to the present, and I think that they did it very well. 
My thoughts are still evolving, but interestingly enough, most of my impressions haven’t changed. So I’ll talk about some elements of the plot that interest me, then I’ll go to specific characters, and ofc I’ll talk about the ship (not the Grootslang 😉).
There’s a clear three-parts to this film: up to Saiga’s death, up to Atsushi’s death, and Akane’s career death (if it is to be said, so it is lol). Each part had their pros and cons, but it’s quite a feat managing to squeeze all the information in. There was no dull moment for me.
I think the deaths here (especially of the characters we were supposed to care about)— the manner and speed in which they perished, and at a certain point in the film, all for nothing— were part of the point.
Before I watched this with subs I actually thought that it would be more difficult to understand, but I have to say that the nolan-esque expositions were well executed and nicely placed, for example the talk about possession between Kogami and Shion was a good prep for the audience for when we actually get to hear about how it works from Akira. Also a great way to show both Kogami’s detective skills that have not dulled the slightest, and his and Shion’s closeness(?/familiarity? Call it what you want). Another example is the Mika-team essentially telling the audience what’s about to happen prior to us seeing Sugo get things done in the sky (also I forgot he was just flying a drone and was out of harm’s way ehehe). I would say that the hardest parts to piece together have to do with the elements related to PP3, including the involvement of Bifrost. I’ll touch on this later.  
I’ve talked about Saiga’s death to my friends way before the first trailer ever released. Him not being present in PP3 was the biggest clue, and not that I wanted it to happen, but it was necessary to raise the stakes and make it personal. As a fic writer, admittedly I’ve never been happier to be right 😅. His scenes with Akane and Kogami at the beginning of the film were standouts. I particularly love how Saiga and Akane are so at ease with having a simple conversation— they’re talking about work but he could so easily talk about his doubts regarding Atsushi, for example. I love how he’s the same with Kogami, how he clearly states his allegiance to Akane, and ofc reminding Kogami to apologize (and something else I picked up that I will discuss later). 
I can say that despite the initial ridiculousness of the Divider/possession, the way it was explained was quite convincing to me compared to how they brushed over how Arata’s mentalist skills worked in PP3. Also, there’s kind soul from the JP fandom who attempted to explain how it could probably work irl (link). It’s creepy, if you think about it, and well-documented too. Have a read if you’re interested. 
Action scenes, definitely a strong suit of this film - you just know they can’t help themselves sometimes LOL. Kogami v Akira is definitely the best one (RIP Kogami’s balls hihi), and I’ve said this before but they definitely have perfected Kogami’s animation when it comes to fighting, and he is always the most flawlessly animated, however I think they did Gino really well here too. There’s this other really wonky one where Sugo falls down the escalator and it just looks like he’s a solid object and not a human body asdlfkjaskldfj. Honestly I finally understood the critique that the Sugo drone scenes were definitely way too long (I didn’t notice this bec it was hella entertaining when you don’t have subs plus it was super fun if you watch it in 4dx/mx4d).
Really dropped the ball on the Stronskaya Papers imo. I think, for something that was meant to be so important, the exposition regarding its use was really a lazy excuse. “SEAUn essentially proved its value” ain’t gonna cut it. If this is something so important people choose to kill/die for, then the implications of it should have been shown to the audience, not told. 
I only noticed after the third subbed rewatch, but to me, everyone is being measured against Akane in this film. I will elaborate later.
Sibyl as an AI
Finally, the little complication about using the term "AI" when describing the Sibyl System. When the first impressions of this came out, there were a LOT of dissatisfied JP fans. Until it was described as such in the film, since the system constitutes actual human brains, then the interpretation is that it is human. I’m not sure if this was a general interpretation btw, but since this is the first time the term “AI” was used to describe Sibyl, ofc it rubbed people the wrong way, especially bec it feels like the whole concept of Sibyl was retconned. 
I somewhat agreed with this interpretation— I had always considered the Sibyl System as an independent character in this series, who was meant to be impartial but somehow acts/reacts as a human would— and it's not hard to think so, when you look at the way the system has acted and evolved throughout the show. At times, the system is shown to be curious, greedy, and even cruel. I am ofc talking about them as a whole and not their androids (Kasei, Misako, Chuan Han, Hosorogi, even the dude in Case 2, etc)— individual brains act as human with a CA constitution (so still slightly different from a normal human), that’s clearly shown in the series.
When I read about this through interviews of Director Shiotani, I didn’t quite get the full context as it was used in the film. My initial interpretation was that the system was human, but the mechanisms that make it work (the claws swapping brains supposedly without human intervention, the city/country-wide whole network/surveillance system, the immediate reaction to process a Dominator’s request, etc) were powered by AI. I thought that they used the term AI to update the terminology, since this technology is quickly becoming commonplace irl. Now I've seen PPP with subs and thought a bit more about it, I still somehow think this is the case but also, all things considered, the term AI also makes sense. 
Bear with me as I try to break it down. The Sibyl System is a system that is bound by its raison d'être: the greatest happiness for the greatest number of people (very important: not all). To achieve this, it has taken over control of the lives of its citizens via the Psycho- Pass, a quantified measure of mental states/psychological tendencies and aptitudes— a supposedly objective measure. This includes law enforcement, as the system is able to predict an individual’s tendency to commit crime. We also know that the Sibyl system has auxiliary functions, like planning citizens’ lives or recommending the best option for the individual’s happiness, matchmaking, art/cultural/historical/religious control. Its role is very simple: assign the best possible job that one is most capable of (essentially eliminating non-productivity as a society), and through psycho-pass measurements, maintain/execute (criminal) law and order under the PSB. It can be implied that other non-criminal laws can’t be divorced from Sibyl, since its functions make all these possible within the confines of what Sibyl constitutes as “right” (and is implied,) based on the rule of law. Sorta like a chicken and egg situation, but the law, being at the base of it all. Sibyl came into legal force - it is, first and foremost, lawful.
Applying that to the definition of AI, we could say that at its inception, the law would be Sibyl’s code/algorithm, prior research (be it criminal/non-criminal data/aptitude/psychology/physio etc etc) and eventually its actual application is its data set, and the use of human brains as its processing mechanism. If we review how the system has "acted" so far, it's all consistent with the fulfillment of their purpose, EVEN if exceptions, limitations and anomalies exist. 
A key concept that has been repeated in the show’s run is Sibyl’s “evolution”, which coincides with the same concept of AI “developing/learning automatically”. If I still have your attention, you will probably know that the main driver of Sibyl’s evolution has always been Akane, be it directly (S1, PP movie, PPP), or indirectly (PP2, PP3). This has been introduced from the start, with Sibyl itself acknowledging its imperfection, but insisting on the need to maintain its perceived perception in the interests of a peaceful society. 
What makes it a bit contentious is the fact that the individual brains ARE very obviously still human - so I think that the “the Sibyl System is an AI” really feels off somehow, or at least conceptually feels like it should have been carefully defined rather than left up for interpretation, given what we’ve seen in the series thus far. In any case, here are some references to help you think about it and make your own interpretation.
World Affairs (OffiPro)
Genesis 1-2
Genesis 3-4
Characters - I’m just gonna put this disclaimer, basically if I quote something from the film please just understand that it’s mostly paraphrased. 
Akira
Definitely one of my favorite additions to this massive cast. Not the first one to say it but what a shame (he’s so sexy UwU). He’s probably less complex of a character than Atsushi (oh we’ll get to him), since his motivations are not “heavy” enough for me to believe such a sacrifice. He volunteered to be a double agent, burned his face to prevent identification, took on the mental (physical, actually) load of the chips in his brain and for what? For the greater good? Where did we see that anywhere? It is implied that as an immigrant he’s had his fair share of exposure to wars/conflict - we all know this was the same case with characters like Kei and Maiko, for example, but if we’re simply relying on the context of this film, I got the impression that he was merely doing it for his brother. 
Things I love:
Dropping the machine gun post shootout with Kogami, signaling that he has no intention to go that far (gonna talk about the other side of this coin in a bit)
RECITING THE GREAT ASO on top of that holo cliff *chills* 
In the JP version, his very VERY noticeable voice change when he surrendered to Kogami and Gino
His “please take care of Kei” never fails to make my heart ache T-T AKIRAAAAAAAAAAA
Atsushi (& a bit of Yabuki)
One of the best characters in this film (who no one will invite in their wedding— oh the irony lol). I think that a good baseline from watching PP3/FI really helps appreciate him, though I didn’t actually care much if not for Niki making me notice in PP3 that there are conflicting accounts about him (a malicious one c/ o Obata in her testimony, vs Arata’s POV of him as a good and loving father), plus the more I learned about the complexities of Bifrost the more I got interested in him, too. Atsushi is clearly a morally grey character, and in this film it both comes out of his mouth (as a form of admittance in his speech), and shows in his actions. His speech: "The right choice can be wrong in a different time, that’s because righteousness is relative, but the truth is absolute. What we need is the truth, the means to accept that truth and choose the path where no one gets hurt." is clearly directed at only four people in that room. The speech also served as an admission of his guilt— and once again, the theme “he did what he had to/someone had to do it”.  
There’s a line during his interview with Akane where she says “you don’t make mistakes. Everything you do puts you a step further in your career, as if you’re following a path laid out before you.” When she seems to have hit the right line of questioning, he was clearly about to confess, but alas, it was not to be. I remember reading an interview where Director Shiotani said “he doesn’t get to have it easy” and you know what, ok fine. 
Atsushi and Yabuki’s approach is, in a nutshell, big picture thinking, the end justifies the means. They make difficult decisions, get things done and can’t avoid people from getting hurt. This is also driven home by Yabuki’s words to Frede “ideals are not enough to bring about change”. (He also said something good about needing that kind of power to exact justice and being prepared for the infamy that would result - help me if you remember this was my takeaway from it). To me, they both represent the kind of people who are about to become obsolete in Sibyl society IF it is heading towards the path people like Akane and eventually, Arata, are aiming for (put a pin on that). 
We know that he was a Bifrost Inspector, and interestingly enough, it seems that Yabuki is too since they’re communicating via the terminal we saw Kei use. As is on trend for anything related to Bifrost, you do not see the hands of these guys getting dirty despite all the dirty work they actually do. That said, Akira, Milcia and most likely Saiga, are probably foxes.
Things I love:
I think that he and Tonami, while they must have believed there was no other way at the time, acknowledged that there was no excuse, and as a result are inspired (or in Tonami’s case, persuaded though begrudgingly) to trust the newer generation to do it better than they could. I feel like Atsushi already knew his time was coming the moment the deaths of those he had personal ties with started piling at his door. 
His conversation with Kasei/Sibyl: “we’ve been watching you for a while”, implying Sibyl being complicit in all the dirty work he’s had to do. “Do you believe in the potential of humans?” and the response “of course. this is the reason why we exist” — really rubs the god/religious themes here, handing him the gun that will take his life as their parting gift, as if to say “this is your judgment”. I’m gonna touch on this again with Akane. 
I’m not the first person to say this but with the exception of Yabuki, who was killed, at the end, Milcia, Akira and Atsushi’s acts were extreme, and I’m just not gonna gloss over this, cowardly. Choosing to die instead of living. Choosing to be absent instead of being present (in his brother’s life, in her daughter’s life). Atsushi preached it to his son (“do not dive without a lifeline”) but not only failed to act on his teachings but continued his approach. You could say it was the only choice at the moment, but all their previous choices led them there, and it’s even worse that they got someone else involved and killed, even if that wasn’t their intention. 
HOWEVER, and this is going to be brought up again: someone has to do it, and therein lies the nuance in the other main character in PPP we’ll talk about later.
Saiga
I don’t really have much to add except they made him especially handsome in this film… 😳 And ofc I love that he picked up the lack of people in the building, he really said you can’t hide anything from my keen observation skillz. I loved that he was pretty chill about it too, maybe he was trying to cool down his favorite student 🤗
Things I love:
Akane visited him at 23:41 in the evening, I am assuming on that same day (it’s the time stamp on his laptop, also confirmed by Director Shiotani). I guess the concept of after office hours does not exist bec it looks like they left for Dejima immediately after. 
“People aspire for comfort and find themselves unable to escape it, like me” and Akane immediately saying that’s not the case 🥹
Coffee on the lips. Leaning back on the couch. The toast and the chuckle RIP
“She’s not a saint/bodhisattva”: I’ve understood this to mean that she WILL enforce Kogami if it comes down to, hence he better apologize to her while he can. 
His very meme-able criticism of Kogami before they got on the elevator 
“Well, that was crazy!”
HIM BEING PEAK HANDSOME WHEN HE HAD A KNIFE ON HIS THROAT LIKE?!?! 
The desperation and VERY obvious there is no other way here when Akane’s whole body is about to fall just trying to hang onto him
That they muted Akane’s scream when he fell
That she went straight down to him without so much as looking back at the fighting still happening
That she fixed his body 😭
I’m really gonna miss him. I always used to hc that Akane and Kogami would have a moment with him at some point in the future, calling back to their visit to his house in s1 but alas… we can’t have everything we want, huh? 
Tonami
AHHHH old man, old man. 
My favorite part about Tonami is that they clearly improved on making sure they don’t paint him as an evil guy. They tried to do this with Garcia, but frankly the novel did a better job at making him look more nuanced than the movie did— and that’s saying a lot since like I said, I love case 3. This is probably because they had the benefit of time, of course, and we’re gonna touch on this again later, they spend less time making Kogami look good (i mean, not physically) in this film. 
They were very economic with how they portrayed his character, too. With just that one scene of him and the kid, you immediately empathize and are forced to listen to what he’s actually saying. My favorite scenes of any iteration is the “reckoning”/tnj that Akane has towards the end, basically summarizing the thesis of the story, and the questions it poses to the audience. This film is probably the best at presenting the most nuanced argument of the series so far between two sides. Very simple, very straightforward, and the movie’s prior scenes have done the legwork for the viewer to connect the points each is trying to make, like neat little puzzle pieces that make you go oh.
Things I love:
“Don’t forget you were the ones who made me this way.” (mic drop).
Akio Otsuka’s voice acting, especially when Akane was crawling to grab the Dominator. THE FRUSTRATION IS REAL.
This was pretty much confirmed and I’ll touch on it again later: he was not going to kill Akane (link) . I thought this was up for debate at first, but actually after seeing the subbed version I am convinced this was actually not up for debate due to the following:
It was him talking to Kai when he killed Milcia, he asked “You killed her?” and said “You messed up, Kai” 
We do not actually see him kill unless there is a purpose. Killing the SAD guys to get to Milcia, killing the SAD guys to get to Saiga. He revived Bokamoso because he needed to get the papers (wasn’t convinced that Saiga really didn’t have it, as already established by Saiga a few scenes prior), and was biding their time when he engaged with Frede & Gino after Kai confirmed the papers were not there, probably waiting for Kai to finish with Kogami (“time is up”). Decided the ops team (Ko, Gino, Frede) needed to die after they were exposed and the safety of the General and Raphael were put in jeopardy. 
He shot Akane in the same place he shot Kogami a few scenes prior— this is also why I do not believe this is random, but rather just a means to incapacitate them while he needed to do what he needed to do: possess Kai bec he now knows where the General is and needed him out of there, (unclear whether he knew at the time that Kai had the papers but likely he did since he referred to the memory chip during his first meeting with Akane), and have Akane not bother him while he possesses the peacebreakers in battle).
Shooting Akane again, not fatally wounding her.  
Akane’s line “why don’t you just kill me?”. Like, really, why didn’t he? The link above sheds some light on the creator’s vision on this and it’s delicious, lol. IMO, if he had wanted her dead they’d not have even talked. Very simple.
This is not to justify his actions btw, in fact, Akane even called him out “the same wars you helped perpetrate”, and her lichrally saying “I promise to expose the truth about the peacebreakers, but this doesn’t excuse what you’ve done”. Madame Justice said YOU WILL BE JUDGED BY THE POWER VESTED IN ME AS AN INSPECTOR OF THE PUBLIC SAFETY BUREAU ETC ETC  
He cares about Kai/Akira (the line to Atsushi “so Kai is your pawn, too?” at the helipad, and his concern about the divider overloading and his reaction that Kai is choosing to die). He clearly cares about the peacebreakers, too. Nuance, man. Delicious. 
“You can’t stop what you started here” CHILLS. Definitely reminds me of Kamui’s tnj in S2.
Frede
I have a soft spot for her. She’s clearly more loyal to Yabuki & the MFA than to Saiga, and, judging by her character we’ve seen so far, she’s taking after Yabuki as well 😉
The reason why? #21 in Director Shiotani’s Q&A space last June 15 (link).
So pretty when she was conflicted about not telling Saiga/Kogami about le grand  ̶f̶a̶i̶l̶  plan
I like how she calls Yabuki “boss” 🥹
Fave scene when Kogami calls her out for lying to Saiga LOL, I just love that he can just do that and that she doesn’t even bat an eye, I like that about them. 
Gino
He’s not my fave, but I’ve grown a bit soft on him here I have to admit. Love that they gave his devotion to Akane more context, and that this whole system of trust between them (and the rest of Div 1) is shown. 
He is right, it’s his ego talking (the boat convo). Akane didn’t and isn’t staying/tied to the CID bec of them (Ko & Gino) jeez man. It’s not about YOU. LMFAOOoOOOOooo 
Little Ginomika moment, I loved that. Speaking of…
Mika
“This is no time to be playing politician” sis— did anyone ever tell you that you have an aptitude for it? The whole plan about selling them out if they all die so she could save their asses, then actually coming to their aid when it truly mattered? Does your fave ever?!?!?! 
While she’s probably the one who has one of the best charadevs in the show, I fear a little that she’s starting to become a gag character, ALTHOUGH i’m arguing that she’s clearly still a writer’s fave with the way they give her critical hero moments when it counts (the whole rock star raid at heaven’s leap in PP3, then this “I got it covered” in PPP). I think Mika best displays the balance required to stay (sane) in this job. She’s able to take on what she needs to, and accomplish the role she’s set out to play, and at the end of the day she probably goes home and has a boba, binges netflix and has a good night’s sleep. 
I dunno where I read this - but there are main characters, and there are main side characters. This is Gino and Mika’s fate in the grander story, with their arcs pretty much over since Case 1.  
Finally, the good stuff. If this ain’t much of an overly long essay already.
Kogami
Before I go off, my experience is as follows:
When the first trailer of PPP came out, his words “I have no regrets” were so jarring to me. I didn’t quite understand how that was supposed to add up to the Kogami in my head, the hopeful man who was ready to come home at the end of Case 3, and the guy who said sorry at the end of PPFI. This led me to find some answers by machine translating the PP3/FI novels, and the case 3 novel. 
In a nutshell, I had thought that the ending of case 3 meant that he was going to turn a new leaf and fight for the same justice Akane was (in short, no killing). Guess what? I forgot that he did kill Jackdaw in PPFI, and the novel pretty much confirmed his actions and thoughts around it (aka, he was really going to kill the guy— I mean, he came into the scene guns blazing, you know? AND I FORGOT ABOUT IT (I call this my akane-tinted glasses 😉).
Another line in Akane’s monologue that cemented my reinterpretation of Kogami, and I was immediately reminded of this passage when Akane sadly spoke to him right after he shot Tonami: 
“Believing in the meaning of the stars was something only she herself held, and it was as if she was being told that the stars were just stars by the others she believed to be her comrades. When she began to consider that perhaps it was not the incomprehensible others who were truly isolated, but rather herself, true loneliness arrived. The moment of being cast into the sea of true loneliness, without even the stars or the sound of waves.” (the stars here was implied to be either law, or justice)
It’s been confirmed by Ryo Yoshigami that Akane’s monologues in the PP3/FI novels were written with the plot of PPP in mind— so you all know, this was intentional. The novels really helped me take a step back and assess what I was really looking at as a character, and Kogami’s role in the overall story. I thought he was someone who was on his way to change, I was wrong. I thought that his values have aligned with Akane, again, wrong. Now I know what some of yall are gonna say, that you didn’t misinterpret him. Sure, this statement isn’t for you then. BUT don’t lie to me, those who DID. 🤪
As for the rest, go read and form your own opinion  (PP3 Novels)
Kogami’s sense of justice
As a main character of the series, Kogami’s journey has been up and down, but one thing that’s consistent about him, in the simplest terms: his justice is personal. Whether it’s one of revenge, which he had closed the door on post case 3, his inability to turn away from injustice, and in PPP, his acceptance and taking responsibility of what he stands for, and what he can do. 
In the beginning of Case 3, he was making an effort to avoid killing— even using it as a condition for cooperating with Kinrei on the raid in the train station. This was during a time when he was clearly at a loss of what to do, still swimming in his regrets and just letting himself go in whichever direction life takes him. Come the end of Case 3, we see his hopeful decision to return, and, in PPP, clearly stated during his convo on the boat, his reasons. He did not come back to die, but to help people. This is essentially an explanation of his choice and lack of regret that he failed to explain properly to Akane, but if it wasn’t clear yet, this is also where the lines have been drawn between the two protagonists, interestingly enough, since the beginning of the series. Akane’s sense of justice is directly tied to the law, whereas Kogami’s does not (and, I think a moot point to argue now, will never). 
He does what he does because it’s what he can do. The difference between Kogami S1 and Kogami PPP/PP3 is that he’s found a purpose/place that aligns with his sense of justice. He owns it, and takes full responsibility for it. It’s a facet of growth, though probably not in a direction that would bode well for him if he fails to look from above, as was Saiga's last words to Akane. I can take this apart in a few ways, firstly, and especially towards his “belief” in Akane, he’s a hypocrite (LOL). Says one thing, does another. Wanting to be judged after the fact is like, are you kidding me, man? Right in front of the blood of someone she just tnj’d “you will be judged according to the law”?!?!?!!
Let's take a break, I’ll throw him a bone.
He simply cannot turn away from injustice and would rather get his hands dirty than allow others to get away with their crimes
This is a great callback to his time with Garcia “you hesitated, and now someone’s dead.” See? Charadev. (I’m being sarcastic). It must suck for him that though he didn’t hesitate, Saiga is still dead. 
To me, he’s started walking forwards post case 3, and while he still regrets everything he did before that, he’s left that behind to fulfill a new purpose in his life
In this scene specifically, he would rather kill than have Akane be killed.
Very personal, very short-sighted, very impulsive, reactive sense of justice. That he agreed with what Tonami had said, for all that talk of his belief in Akane, he’s a funny  ̶l̶i̶t̶t̶l̶e̶ guy, isn’t he? 
I’ve always argued that if his aim was that good (and again, Tenzing commented on this, he CAN shoot to disarm someone), then why didn’t he? Kogami in PPP, in every scene, operates on a shoot to kill. I’m no longer here to apologize for the guy, even if he did, three years too late. I think that it helped me come to terms with their differences, and this is fundamental. Don’t get me wrong, I still like his character, maybe even more now that we’ve learned quite a few things about his… shortcomings (lol), but I’m not gonna make excuses for him in the same way he doesn’t make excuses for himself. He chose. He still chooses to. Cool motive, still murder. 
Where this will lead him, it’s been alluded to in the film. Tonami is what a misguided Kogami could become, and even Saiga clearly reminded him of it. That’s a matter for his future, but know that this movie is sowing seeds the creators may decide to reap someday.  
Things I love :
He got his balls kicked!!! Love that for him 🤣
Used to complain about how lousy his shirt looked is in pp3 and whoooaa he took the jacket off and I'm sweating
WET HAIR
TACTICAL GEAR
The PP OST and the dominator UI, before he takes his first shot *chills*
Despite all my beef about him, I still really do love the guy. Now I just dunk on him every chance I get, it's fun. And ofc, I still have a tiny bit of hope about his future, and I’ll be holding him to that standard, otherwise yeah, he can die in a ditch (or if we’re going there, he can die whilst leading an uprising to destroy Sibyl) 😉 
Akane
So when I said earlier that everyone is being measured against Akane, I really meant it. She had taken a back seat since the PPSS films, and in PP3/FI the whole mystery surrounding her imprisonment was an invisible hand driving many elements of the show. PPP is HER film, and as a character, her continued relevance to the series' thesis cannot be discounted.
“The law doesn’t protect people. People protect the law.”
If Kogami was consistent about his sense of justice, she is even more so. What makes her leagues above him is that she’s driving change, and change DOES happen in the manner that does not allow her to break her principles… that is, until the end of PPP 😉. I’m not going to elaborate on her sense of justice, it’s pretty straightforward even if the series likes to throw stones at it as if following it is the hardest thing in the world. What makes Akane stand out is that it's actually not hard. Look, ask yourself whether it’s easier to kill another human being or not— I’m not talking about exceptional circumstances, but even then, I think you know the answer— there’s a moral and ethical basis here that she shares with a great number of people. Killing is wrong, it’s against the law to take another life. To me, the point of each iteration is to keep stacking odds against her through characters, each with their own complexities and nuance that the audience is made to empathize with and contrasted to her sense of justice, resulting in making it look like her principles are ideal and impossible to achieve, when actually, they're not. 
One of my favorite lines of the film, when Tonami says to Akane, “these are the facts that lie in the shadow of the peace that you enjoy”. Let’s be real. Akane is privileged. She’s not had to fire a gun to defend herself in a war torn land— but the argument against this is the same argument for it— it’s because she doesn’t have to. Kogami is back in Japan, it stands to reason that he must adhere to its laws, because despite his experiences abroad, he is not and will never be above the law. 
I’m gonna touch on something I already discussed on twitter, because there’s a difference between the way Kogami has killed, versus the way Gino and Sugo have. 
As far as the series has shown, the following are Sibyl-sanctioned “killing”, the last one specifically relates to PPP:
As judged by the Dominator (LE/DD)
In cases of national defense/during the execution of duties as members of the NDF
In cases of self-defense in the course of an official operation
It stands to reason that just because they are sanctioned does not save the person from their hue deteriorating, because that part is directly related to a person’s view of guilt. Throughout the show, the audience is constantly reminded that the act of (indirectly) killing does not necessarily impact one's hue (e.g. the PP of the person who manufactured the gun is not the same as the person who fired it, the whole premise of the foxes in PP3, etc), hence the "guilt" associated with the act falls on the person who does it, which may result in a higher cc. A person is able to absolve themselves precisely bec they know they're doing it within the confines of the law, but this doesn’t always follow (e.g. Sugo’s hue deteriorating in Case 2). There's a good example of this in action during Akane's operation in PPP, when Tonami issues the order to kill, and the team, who had been disarming/arresting everyone a few minutes before, was left with no choice but to defend themselves, often resulting in a kill.
While the Peacebreakers were able to hand over this guilt to Tonami via the Divider, Gino and Sugo could not. At the start of the film, they only used the guns when the Dominator was not functioning. The difference with their actions in the last third of the film is they participated in an unsanctioned operation with Akane, have killed as a result and are now likely above regulation. Had no idea the words “once the hounds have thrown away their collars, public safety will never tame them again” also served as foreshadowing as this is probably why Sugo and Gino were requested for transfer to the SAD. And if you’ve been paying attention, you’ll notice that Gino actually gets the job done with fewer bullets than Kogami does. Kogami, from the start, comes into the scene, kills all his enemies on sight without hesitation. This is a huge difference, and this is what Akane is trying to keep him from defaulting to. Violence to fight violence was not the answer, but they clearly do not align on this. It’s a perspective thing. 😉 
So why did she do what she did? 
In principle, she made herself an anomaly, directly challenging the decision to repeal the law, by committing a crime in public while not having her PP deteriorate. In short, she pretty much broke the law to protect the law. So how did she objectively know that her plan would work? 
I had a few discussions on twitter surrounding this, and frankly the “she knows she’s doing the right thing, not for herself but for the greater good” doesn’t cut it for me, nor does the premise of “leap of faith”. To do this, she HAD to have known with certainty that her hue would not deteriorate because if the dominator suddenly activates for her, then it was a pointless act, and more importantly, she was fully aware (as stated in the PP3 novels) that she was committing a crime. 
There are cases to be made of course, the first being she knew that Kasei is merely an android and that Akane avoided shooting the brain (effectively keeping Kasei alive), but that still doesn’t establish the fact that Akane does not absolve herself of the act, and again, that she needed to objectively know this would work. This is theory time, but the only thing I can think about are two specific things, one in the film, one not. 
Defying Sibyl orders to enact her own operation in the Kuril Islands - this is directly disobeying Sibyl, using her Chief Inspector authority to assign temporary roles to Kogami and Frede so they could participate, loading the Stronskaya Docs to her Dominator and giving it to the General, all these, unsanctioned and should have at least raised her PP. My guess is, in the aftermath, she noticed that it had not, despite the scale and the effort and potential losses had things gone wrong, and decided that was enough to go ahead with the “answer” she found for herself.
She had to have procured a gun. This was not in the film - but procuring the gun establishes her intent/motive, and should have also raised her PP - my guess is it did not. This would have been sufficient, but you can imagine, until the point of carrying the gun to the venue (probably hidden inside her hat), the fact that she wasn’t flagged basically made it certain her plan would not fail.
In the June 25 roundtable (link) , Director Shiotani wished that if he had 3 more minutes to add, he would have added a scene right after Atsushi’s death where the men in the roundtable ultimately decided to proceed with the abolition of the law. In hindsight, I think adding this scene would have been better, because it takes away room for interpretation that Akane was actually in a desperate situation, and not just frustrated at the close of the case. In the movie, this was supplemented by Kogami’s line “what Tonami said is probably going to come true, the law will likely be abolished.” Not as desperate, if you ask me. 
Deviants
The difference between Akane and Atsushi is that, Atsushi, in his capacity as a double agent and methodology as a Bifrost inspector, is like a puppet master holding the strings, indirectly enabling change and leaving mere traces of his impact while others either take full credit (or fall) from it, whereas Akane pushes change by directly challenging Sibyl head-on. We have yet to clarify Atsushi’s motivations in rising the ranks of Bifrost (he was alluded to be on the way to being a congressman or that he had the talents for it), and the fact that he’s played double agent for so long with his methods steadily growing shady over time just goes to show that there was clearly a better way (and he ofc acknowledges it). 
In the same way a CA can only be recognized by Sibyl by committing crimes OR if a Dominator was wrongly pointed at them, Sibyl becomes aware of these deviants (I’m gonna call them that) the moment they start defying Sibyl while being able to keep their hues clear. Perhaps Atsushi would be an imperfect version of a deviant, Akane the better one, and Arata probably the ideal despite being CA, sort of like Genesis 3-4’s Makami Sou. It would be interesting if Akane becomes APA, let’s see (read the Genesis links above 🙂). 
“Do you believe in the potential of humans?”
Post-op Akane was forcibly promoted to Atsushi’s role (iirc, a Department Head of Statistics in the Ministry of Welfare c/ o Steohsama's translation). I think it can be read two ways: one, in the context of the recently closed case, to get her fully out of the way and busy with other, bigger stuff that she was already dipping her toes in prior to Atsushi’s death (referred to during their convo, about her not “making a fuss”). Two, that she really did have the aptitude to be someone like Atsushi— only that her methods would clearly be different. Now that she’s back in the CID, there’s obviously a question of Akane’s future as a statutory enforcer (fun fact, the creators pretty much confirmed that it’s just a name for someone judged according to the law but whose PP did not deteriorate / someone who was appointed as an enforcer whose PP is below regulation ( link / link ). If Hinakawa will be promoted to an Analyst, then there’s a spot open for her in Division 1, assuming she’ll be playing detective. While I think this is likely to happen, I think it’s a boring outcome for her. Like Atsushi, I want her to move up in the world, especially if the world is gearing towards Sibyl going public. It’s going to be interesting what role she’ll play in the future, especially because, as Niki had so nicely put, “she can’t do this alone”. 
Oh, Koaka. 
Objectively, I no longer think the ship is romantic in canon. I’m gonna copy-paste some thoughts I already shared at length in discord and edit parts of it, but if you’ve seen me the last few months, this isn’t new.  
This is nitpicking, because I'm a writer and facts like they don't know each other, not really (they spent not more than 100 days in s1, maybe a few days in PPP) are things that are at the back of my mind always. I have yet to see Kogami and Akane treat each other more than the pedestals they put each other on (arguable for Akane but I think this is also why she keeps getting disappointed that their sense of justice doesn't align).
This divide between their sense of justice is their biggest flaw as a potential couple, and one that is too fundamental. I do not see compromise here, especially after the events of PPP. If Kogami were to gear towards a positive change, then there’s hope, but I leave very little room for that now. I don’t think it’s necessarily a bad thing, either. I see it as a potential stance that the show is trying to make. “You murdered someone, you can’t go back.” If he had been heading towards change it should have been on the way for a while, not a “possibility” that he keeps failing to live up to. Getting over this hopeful assumption took me a while, but I think that it also helped me appreciate the wider story being told. 
That being said, I think that romance in stories is important and I would like to see the writing team go there, not just from a shipping perspective but from a storytelling/amping up stakes perspective. In PPP I felt how Gino was much, much closer to Akane, and I didn't see this previously. In the past he was more like a controlling dad esp in s2, undermining Akane's POV, improved a bit in the pp movie though he still felt a bit on the overprotective i know better than you side (nicely resolved in ppp where we see a piece of his mind btw)— there's a whole lot of trust there. With Kogami and Akane, while they cleared the air after the infirmary scene, once again I saw that trust shaken when he shot Tonami. 
These characters are depicted as human beings, and I think that entails grounding. While meaningful connections can be made through short moments (destiny, if you will), relationships built over time like literally and not let's have a nice moment in a film i'll see you next movie kind of thing, is something that, to me, means more. That said, Kogami was separated for a long time and it's lichrally impossible, but they're in the same place now. Where does that lead them? This is where part of my hope lies, small as it may be. Granted, this is not that kind of show and I'm fully aware of that, which is also why I'm happy to get what we get and that artists/fic writers are there to fill those gaps.
I still ship them but a lot less— I find it funny because even before PPP, I was always looking for more (I'm greedy haha!). I always saw the PPFI scene as just the beginning of their relationship— I wasn't convinced that scene was enough, despite the romantic undertones. And let me tell you the betrayal I felt when I found out the reason why they did the whole back to back thing in PP0308 was because... IT WAS AWKWARD FOR HIM TO CROUCH DOWN THE LITTLE WINDOW OF HER CELL and not the little romantic shit I had going on in my head— I just ( ╯°□°)╯ ┻━━┻
I went through the five stages of grief but at the same time it's not as bad since it's not like I didn't think that way from the start (it's just me being anal about it all, really. Because I would end up writing whatever I wanted anyway and canon didn't really matter in the grand scheme of things).
I do like their dynamic now given the recent developments, Kogami especially being particularly unskilled in the romance department just makes it all the more funny (I'm not capable of writing him that way though so I guess all my fics are ooc now 🤣). If they don't develop past the Arguably Platonic™️  way they treat each other then I won't be surprised if I stop creating for the ship, likely bec it will no longer satisfy my enjoyment of it.
Final Thoughts
I think it’s pretty much confirmed we’re getting more, it’s just a matter of when (can’t believe I’m staying here forever, huh?). Director Shiotani wishes that he will be making PP in the next 30 years, gotta love him for that. 
As the series progresses, there was a clear tonal shift and hopeful direction it seems to be heading towards. To me this is partially because in a practical sense, this benefits the prolonging of the show (which we already know is true), but in a thematic sense, destroying Sibyl means the end of the series overall. No Psycho Pass without the Psycho Pass. And to this I give credit where it’s due. This is not the kind of progress you’ll see if Urobuchi is still in the writer’s room, and frankly, the complexity and depth of the show ever since he left has pretty much taken off in great strides. I had wished they were heading towards a natural conclusion (Sibyl going public) and leave it alone for a decade before they pick it up again, but I guess the producers have other plans. After all, they don’t have any other IP that has withstood the test of time, is ahead of its time and continued to remain relevant as time went on. While not perfect, this is an amazing feat of a series, and this movie is a stellar addition to it. 
They’ve got a dilemma of course, because until now it seems they went with a serialized format (with a definite ending) versus an episodic one (criminal of the week). By choosing to expand the world and explore other facets of society, all the while connecting the threads in an overarching plot, they have to complete the “passing of the torch" before going back to an episodic format, which means they MUST give the new kids their time of day,̶ a̶n̶d̶ ̶e̶x̶c̶u̶s̶e̶ ̶m̶y̶ ̶a̶s̶s̶ ̶f̶o̶r̶ ̶a̶ ̶s̶e̶c̶,̶ ̶b̶u̶t̶ ̶t̶h̶e̶y̶ ̶h̶a̶v̶e̶ ̶t̶o̶ ̶c̶o̶m̶p̶l̶e̶t̶e̶ ̶t̶h̶e̶ ̶l̶i̶n̶k̶s̶ ̶b̶y̶ ̶e̶x̶p̶l̶a̶i̶n̶i̶n̶g̶ ̶w̶h̶a̶t̶ ̶t̶h̶e̶ ̶h̶e̶l̶l̶ ̶i̶s̶ ̶t̶h̶e̶ ̶d̶e̶a̶l̶ ̶w̶i̶t̶h̶ ̶S̶h̶i̶z̶u̶k̶a̶. Shifting the timelines allowed them to usher in the new cast, but now they’re marketing the legacy cast and have to contend with their obvious popularity compared to the new, fully knowing that the legacy cast is returning to the back seat once we kick things off again. This is a problem that can be solved if a spinoff is decided for SAD, because at least a chunky (huehue) part of the cast will be cordoned off doing their business in Dejima, while the CID with its usual players can stay where they are. I think if you’ve been following Director Shiotani though, this is not happening without him in the driver’s seat, so it’s like… if they’re smart he will delegate this task to someone he trusts and we’ll get both a main and a spinoff, then a converging point somewhere in the form of a movie. 🎶Psycho-pass forever!🎶 (to the tune of Emilia Clarke "best season ever" GOT S8 interview, iykyk). 
Finally, I’m just gonna say that I love Akane so much, I’m glad she got the spotlight on her in this film. To be able to experience this film is unforgettable, I’m so grateful that it was possible for me. I’m training myself to expect she’ll take a step back next time I see her, but more than anything, I hope to see her happiness fulfilled, no matter what that entails. Once more, I just can’t thank these creators enough. They’ve made a series and a world I’m obsessed with, makes me think and makes me evaluate its implications in real life, makes me create!!!!! I’m so happy that they continue to believe in the stories they want to tell. I hope they are all healthy and resting now (until the next one, eheh!)
I’ve talked way too much and it’s really just because I want this out of my plate so I can start writing my fics now lololol. If you made it this far, thanks for reading! Always happy to discuss! 
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oh--jeez · 2 months
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FIRST OF ALL: there is nothing wrong with being bad at something, whether you are doing your best or not. you are obligated to nobody and nothing to improve your art or your appreciation of art, as long as you don't make it someone else's problem. i am MAGNIFICENTLY BAD at sewing, and i sew my own clothes anyways, and wear them! where people can see!! and if i download a sewing pattern and fuck it up - which is inevitable, given my dyspraxia and ADHD - that's on me, and i can either fix it or walk around looking lumpy. i choose lumpiness at least 75% of the time, because i am now old enough to be eccentric and not just unfashionable.
THAT SAID:
i keep seeing fic authors apologising for their clear, well-written, engaging fics being "confusing" due to reader complaints about, among other things, changes in narrator perspective, use of subtext, and (tagged, always) unreliable narration.
these are extremely basic narrative tools in story writing, and it's fine to use them.
stop apologising for your readers, who, until they found fanfiction written by other children their age, hadn't read anything they weren't assigned in school, for being functionally illiterate. stop apologising to people who prefer manga, and have decided to get mad at you for writing a wall of text instead of publishing your story as a dōjinshi manga.
you have done nothing wrong. you are writing a story, and you absolutely are not obligated or even advised to provide a humble apology with your author's note c-notes to people who want to read horny fic about tobirama in the potterverse, but refuse to engage with written medium at a level, frequency, and breadth of topic that would allow them to GET BETTER AT IT.
reading fiction is a practiced skill that gets easier and more enjoyable with time, barring the interference of chronic disabilities. there is a reason why we start with 'THE VERY HUNGRY CATERPILLAR' and work our way up to 'Hóng lóu mèng,' and it's not that little kids can't invent and enjoy more complex narratives, or that an adult, upon entering an adult literacy program, will automatically be able to take in and enjoy advanced literature with intricate grammar and subtle wordplay, simply cos they're adults. it's the reading. you have to put in the time and effort to get better at reading written language, and familiarise yourself with the function and utility of basic-to-complex grammar, even if you don't study the technicalities.
i ask you to stop apologising for doing nothing wrong, because people are starting to believe they're entitled to an apology from creators for creating things they don't like. i'm not talking about racist, misappropriated, or misogynist content, or people producing fetishising, transmisic, or pedophilic material for the delight of rapists and chasers. i'm talking about people just not liking where the story is going, or how you choose to portray inner monologues vs spoken ideas, or your use of techno-jargon. those are stylistic and creative choices by you, in your art, and if they don't like your flavour they can go read someone else. you are not responsible for entertaining everyone, all the time.
your readers are free to enlarge the text, use a dictionary, pay attention to who is talking instead of skimming cos the chapter is "boring" and "too long" (?!?!), or any other material or ephemeral adaptation they need to make it accessible and enjoyable to them, before coming to you and complaining that you're writing for a level of literacy they are unable or refuse to get to.
"reading with a dictionary what kind of nerd shit is that" the kind of nerd shit that wants to know what words mean so they can enjoy what they're reading, until they know so many words they don't need a dictionary to understand what's happening. it's what nerds used to do before the internet, when we didn't have a way to reach out instantly and demand the author explain their story to us, personally. we had to write LETTERS demanding that, so most - not all - of us opted to just open a dictionary or consult a grownup about what a turn of phrase meant instead of waiting a month for a reply.
to readers who want a story explained: the story you are reading is the explanation. that's the author explaining it to you. they have taken a piece of their heart and carefully written it out and posted it for you to read, for free. if you didn't understand it, read it again to see if you missed anything. if you don't want to do that, or you didn't enjoy it, move on. otherwise, you're like people who leave bad reviews on free advanced sewing and advanced knitting patterns, complaining that you tried it and it is too complicated for you. the world is full of accessible, beginner-level fiction and crafts. either resolve to get better at the thing you want to enjoy, or stop complaining that fun and challenging things exist for people who are good at reading, knitting, and any other pleasant recreational or cultural pursuit.
NB: if the author was being a bigot and not just writing about a bigot, by all means yell at them. learn the difference, first.
also, if you're fixing your mouth to talk about how i piss on the poor, this isn't directed at people with learning disabilities, of which i have several.
because of those, i'm not an author. yeah, imagine that: i'm someone who is passionate about being kind to creators and engaging with their chosen medium in an informed and honest way, without myself being a creator. it's called "being a person, and understanding other people are also people."
i could probably try writing fiction, and maybe get better at it, but it's not a pressing issue and i'm perfectly happy just reading. fic authors are magical beasts we should value and love, not treat like AU spank bank vending machines that ate our money.
EDIT: man this sure is a lot of words about how i don't write
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benetnvsch · 1 year
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ADDRESSING TWITTER'S TOS/POLICY IN REGARDS TO ARTISTS AND AI
Hi !! if you're an artist and have been on twitter, you've most likely seen these screen shots of twitters terms of service and privacy policy regarding AI and how twitter can use your content
I want to break down the information that's been going around as I noticed a lot of it is unintentionally misinformation/fearmongering that may be causing artists more harm than good by causing them to panic and leave the platform early
As someone who is an artist and makes a good amount of my income off of art, I understand the threat of AI art and know how scary it is and I hope to dispel some of this fear regarding twitter's TOS/Privacy policy at least. At a surface level yes, what's going on seems scary but there's far more to it and I'd like to explain it in more detail so people can properly make decisions!
This is a long post just as a warning and all screenshots should have an alt - ID with the text and general summary of the image
Terms of Service
Firstly, lets look at the viral post regarding twitter's terms of service and are shown below
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I have seen these spread a lot and have seen so many people leave twitter/delete all their art/deactivate there when this is just industry standard to include in TOS
Below are other sites TOS I found real quick with the same/similar clauses! From instagram, tiktok, and even Tumblr itself respectively, with the bit worded similar highlighted
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Even Bluesky, a sight viewed as a safe haven from AI content has this section
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As you can see, all of them say essentially the same thing, as it is industry standard and it's necessary for sites that allow you to publish and others to interact with your content to prevent companies from getting into legal trouble.
Let me break down some of the most common terms and how these app do these things with your art/content:
storing data - > allowing you to keep content uploaded/stored on their servers (Ex. comments, info about user like pfp)
publishing -> allowing you to post content
redistributing -> allowing others to share content, sharing on other sites (Ex. a Tumblr post on twitter)
modifying -> automatic cropping, in app editing, dropping quality in order to post, etc.
creating derivative works -> reblogs with comments, quote retweets where people add stuff to your work, tiktok stitches/duets
While these terms may seems intimidating, they are basically just tech jargon for the specific terms we know used for legal purposes, once more, simply industry standard :)
Saying that Twitter "published stored modified and then created a derivative work of my data without compensating me" sounds way more horrible than saying "I posted my art to twitter which killed the quality and cropped it funny and my friend quote-tweeted it with 'haha L' " and yet they're the same !
Privacy Policy
This part is more messy than the first and may be more of a cause for concern for artists. It is in regards to this screenshot I've seen going around
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Firstly, I want to say that that is the only section in twitter's privacy policy where AI /machine learning is mentioned and the section it is is regarding how twitter uses user information.
Secondly, I do want to want to acknowledge that Elon Musk does have an AI development company, xAI. This company works in the development of AI, however, they want to make a good AGI which stands for artificial general intelligence (chatgpt, for example, is another AGI) in order to "understand the universe" with a scientific focus. Elon has mentioned wanting it to be able to solve complex mathematics and technical problems. He also, ofc, wants it to be marketable. You can read more about that here: xAI's website
Elon Musk has claimed that xAI will use tweets to help train it/improve it. As far as I'm aware, this isn't happening yet. xAI also, despite the name, does NOT belong/isn't a service of Xcorp (aka twitter). Therefore, xAI is not an official X product or service like the privacy policy is covering. I believe that the TOS/the privacy policies would need to expand to disclaim that your information will be shared specifically with affiliates in the context of training artificial intelligence models for xAI to be able to use it but I'm no lawyer. (also,,,Elon Musk has said cis/cisgender is a slur and said he was going to remove the block feature which he legally couldn't do. I'd be weary about anything he says)
Anyway, back to the screenshot provided, I know at a glance the red underlined text where it says it uses information collected to train AI but let's look at that in context. Firstly, it starts by saying it uses data it collects to provide and operate X products and services and also uses this data to help improve products to improve user's experiences on X and that AI may be used for "the purposes outlined in this policy". This means essentially just that is uses data it collects on you not only as a basis for X products and services (ex. targeting ads) but also as a way for them to improve (ex. AI algorithms to improve targeting ads). Other services it lists are recommending topics, recommending people to follow, offering third-party services, allowing affiliates etc. I believe this is all the policy allows AI to be used for atm.
An example of this is if I were to post an image of a dog, an AI may see and recognize the dog in my image and then suggest me more dog content! It may also use this picture of a dog to add to its database of dogs, specific breeds, animals with fur, etc. to improve this recommendation feature.
This type of AI image, once more, is common in a lot of media sites such as Tumblr, insta, and tiktok, and is often used for content moderation as shown below once more
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Again, as far as I'm aware, this type of machine learning is to improve/streamline twitter's recommendation algorithm and not to produce generative content as that would need to be disclaimed!!
Claiming that twitter is now using your art to train AI models therefore is somewhat misleading as yes, it is technically doing that, as it does scan the images you post including art. However, it is NOT doing it to learn how to draw/generate new content but to scan and recognize objects/settings/etc better so it can do what social media does best, push more products to you and earn more money.
(also as a small tangent/personal opinion, AI art cannot be copywritten and therefore selling it would be a very messy area, so I do not think a company driven by profit and greed would invest so much in such a legally grey area)
Machine learning is a vast field , encompassing WAY More than just art. Please don't jump to assume just because AI is mentioned in a privacy policy that that means twitter is training a generative AI when everything else points to it being used for content moderation and profit like every other site uses it
Given how untrustworthy and just plain horrible Elon Musk is, it is VERY likely that one day twitter and xAI will use user's content to develop/train a generative AI that may have an art aspect aside from the science focus but for now it is just scanning your images- all of them- art or not- for recognizable content to sell for you and to improve that algorithm to better recognize stuff, the same way Tumblr does that but to detect if there's any nsfw elements in images.
WHAT TO DO AS AN ARTIST?
Everyone has a right to their own opinion of course ! Even just knowing websites collect and store this type of data on you is a valid reason to leave and everyone has their own right to leave any website should they get uncomfortable !
However, when people lie about what the TOS/privacy policy actually says and means and actively spread fear and discourage artists from using twitter, they're unintentionally only making things worse for artists with no where to go.
Yes twitter sucks but the sad reality is that it's the only option a lot of artists have and forcing them away from that for something that isn't even happening yet can be incredibly harmful, especially since there's not really a good replacement site for it yet that isn't also using AI / has that same TOS clause (despite it being harmless)
I do believe that one day xAI will being using your data and while I don't think it'll ever focus solely on art generation as it's largely science based, it is still something to be weary of and it's very valid if artists leave twitter because of that! Yet it should be up to artists to decide when they want to leave/deactivate and I think they should know as much information as possibly before making that decision.
There's also many ways you can protect your art from AI such as glazing it, heavily watermarking it, posting links to external sites, etc. Elon has also stated he'll only be using public tweets which means privating your account/anything sent in DMS should be fine!!
Overall, I just think if we as artists want any chance of fighting back against AI we have to stay vocal and actively fight against those who are pushing it and abandon and scatter at the first sign of ANY machine learning on websites we use, whether it's producing generative art content or not.
Finally, want to end this by saying that this is all just what I've researched by myself and in some cases conclusions I've made based on what makes the most sense to me. In other words, A Lot Could Be Wrong ! so please take this with a grain of salt, especially that second part ! Im not at all any AI/twitter expert but I know that a lot of what people were saying wasn't entirely correct either and wanted to speak up ! If you have anything to add or correct please feel free !!
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shabdforwriting · 29 days
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5 Things to Keep In Mind While Writing A Fiction Book
When writing a fiction book, keeping certain guidelines in mind can help create a compelling and engaging story. Here’s an expanded look at each of these points:
1. Know Your Audience
Understanding who your readers are is crucial. Are you writing for young adults, adults, or children? Different audiences have different preferences, reading levels, and expectations. Knowing your audience helps in tailoring the language, themes, and complexity of your story to suit their tastes, ensuring the book resonates with them.
2. Choose an Easy and Simple Way to Tell the Story
Simplicity in storytelling doesn’t mean the story lacks depth or intrigue. Instead, it involves presenting the narrative in a clear and straightforward manner. Use language that is accessible to your intended audience, and structure your story in a way that is easy to follow. Avoid overly complicated plots or excessive jargon that might confuse or alienate readers.
3. Do Research as Much as Possible
Research is key to creating a believable and immersive world, especially if your story involves historical settings, technical details, or cultural elements unfamiliar to you. Accurate details can add authenticity to your story, making it more engaging for readers. Research also helps prevent errors that could distract or frustrate readers who are knowledgeable about the subject matter.
4. Imagine the Things That Seem to Be Real
Even if you are writing fantasy or science fiction, grounding elements of your story in reality can make it more relatable. Create characters, settings, and scenarios that feel real and believable within the context of your world. This can involve drawing on real emotions, human experiences, or plausible scientific principles. Readers are more likely to connect with a story when they can recognize aspects of their own world in it.
5. Use a Style Guide
Consistency in writing is vital for maintaining a professional and polished narrative. A style guide can help ensure consistency in grammar, punctuation, and formatting throughout your manuscript. It can also assist in maintaining a consistent voice and tone, which is crucial for reader engagement. Many publishing houses have their own style guides, but you can also create a personal one or use established guides like the Chicago Manual of Style or the AP Stylebook.
By keeping these five points in mind, you’ll be better equipped to write a fiction book that is engaging, coherent, and appealing to your target audience.
Source -
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How finfluencers destroyed the housing and lives of thousands of people
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For the rest of May, my bestselling solarpunk utopian novel THE LOST CAUSE (2023) is available as a $2.99, DRM-free ebook!
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The crash of 2008 imparted many lessons to those of us who were only dimly aware of finance, especially the problems of complexity as a way of disguising fraud and recklessness. That was really the first lesson of 2008: "financial engineering" is mostly a way of obscuring crime behind a screen of technical jargon.
This is a vital principle to keep in mind, because obscenely well-resourced "financial engineers" are on a tireless, perennial search for opportunities to disguise fraud as innovation. As Riley Quinn says, "Any time you hear 'fintech,' substitute 'unlicensed bank'":
https://pluralistic.net/2023/05/01/usury/#tech-exceptionalism
But there's another important lesson to learn from the 2008 disaster, a lesson that's as old as the South Seas Bubble: "leverage" (that is, debt) is a force multiplier for fraud. Easy credit for financial speculation turns local scams into regional crime waves; it turns regional crime into national crises; it turns national crises into destabilizing global meltdowns.
When financial speculators have easy access to credit, they "lever up" their wagers. A speculator buys your house and uses it for collateral for a loan to buy another house, then they make a bet using that house as collateral and buy a third house, and so on. This is an obviously terrible practice and lenders who extend credit on this basis end up riddling the real economy with rot – a single default in the chain can ripple up and down it and take down a whole neighborhood, town or city. Any time you see this behavior in debt markets, you should batten your hatches for the coming collapse. Unsurprisingly, this is very common in crypto speculation, where it's obscured behind the bland, unpronounceable euphemism of "re-hypothecation":
https://www.coindesk.com/consensus-magazine/2023/05/10/rehypothecation-may-be-common-in-traditional-finance-but-it-will-never-work-with-bitcoin/
Loose credit markets often originate with central banks. The dogma that holds that the only role the government has to play in tuning the economy is in setting interest rates at the Fed means the answer to a cooling economy is cranking down the prime rate, meaning that everyone earns less money on their savings and are therefore incentivized to go and risk their retirement playing at Wall Street's casino.
The "zero interest rate policy" shows what happens when this tactic is carried out for long enough. When the economy is built upon mountains of low-interest debt, when every business, every stick of physical plant, every car and every home is leveraged to the brim and cross-collateralized with one another, central bankers have to keep interest rates low. Raising them, even a little, could trigger waves of defaults and blow up the whole economy.
Holding interest rates at zero – or even flipping them to negative, so that your savings lose value every day you refuse to flush them into the finance casino – results in still more reckless betting, and that results in even more risk, which makes it even harder to put interest rates back up again.
This is a morally and economically complicated phenomenon. On the one hand, when the government provides risk-free bonds to investors (that is, when the Fed rate is over 0%), they're providing "universal basic income for people with money." If you have money, you can park it in T-Bills (Treasury bonds) and the US government will give you more money:
https://realprogressives.org/mmp-blog-34-responses/
On the other hand, while T-Bills exist and are foundational to the borrowing picture for speculators, ZIRP creates free debt for people with money – it allows for ever-greater, ever-deadlier forms of leverage, with ever-worsening consequences for turning off the tap. As 2008 forcibly reminded us, the vast mountains of complex derivatives and other forms of exotic debt only seems like an abstraction. In reality, these exotic financial instruments are directly tethered to real things in the real economy, and when the faery gold disappears, it takes down your home, your job, your community center, your schools, and your whole country's access to cancer medication:
https://www.theguardian.com/world/2012/jun/08/greek-drug-shortage-worsens
Being a billionaire automatically lowers your IQ by 30 points, as you are insulated from the consequences of your follies, lapses, prejudices and superstitions. As @[email protected] says, Elon Musk is what Howard Hughes would have turned into if he hadn't been a recluse:
https://mamot.fr/@[email protected]/112457199729198644
The same goes for financiers during periods of loose credit. Loose Fed money created an "everything bubble" that saw the prices of every asset explode, from housing to stocks, from wine to baseball cards. When every bet pays off, you win the game by betting on everything:
https://en.wikipedia.org/wiki/Everything_bubble
That meant that the ZIRPocene was an era in which ever-stupider people were given ever-larger sums of money to gamble with. This was the golden age of the "finfluencer" – a Tiktok dolt with a surefire way for you to get rich by making reckless bets that endanger the livelihoods, homes and wellbeing of your neighbors.
Finfluencers are dolts, but they're also dangerous. Writing for The American Prospect, the always-amazing Maureen Tkacik describes how a small clutch of passive-income-brainworm gurus created a financial weapon of mass destruction, buying swathes of apartment buildings and then destroying them, ruining the lives of their tenants, and their investors:
https://prospect.org/infrastructure/housing/2024-05-22-hell-underwater-landlord/
Tcacik's main characters are Matt Picheny, Brent Ritchie and Koteswar “Jay” Gajavelli, who ran a scheme to flip apartment buildings, primarily in Houston, America's fastest growing metro, which also boasts some of America's weakest protections for tenants. These finance bros worked through Gajavelli's company Applesway Investment Group, which levered up his investors' money with massive loans from Arbor Realty Trust, who also originated loans to many other speculators and flippers.
For investors, the scheme was a classic heads-I-win/tails-you-lose: Gajavelli paid himself a percentage of the price of every building he bought, a percentage of monthly rental income, and a percentage of the resale price. This is typical of the "syndicating" sector, which raised $111 billion on this basis:
https://www.wsj.com/articles/a-housing-bust-comes-for-thousands-of-small-time-investors-3934beb3
Gajavelli and co bought up whole swathes of Houston and other cities, apartment blocks both modest and luxurious, including buildings that had already been looted by previous speculators. As interest rates crept up and the payments for the adjustable-rate loans supporting these investments exploded, Gajavell's Applesway and its subsidiary LLCs started to stiff their suppliers. Garbage collection dwindled, then ceased. Water outages became common – first weekly, then daily. Community rooms and pools shuttered. Lawns grew to waist-high gardens of weeds, fouled with mounds of fossil dogshit. Crime ran rampant, including murders. Buildings filled with rats and bedbugs. Ceilings caved in. Toilets backed up. Hallways filled with raw sewage:
https://pluralistic.net/timberridge
Meanwhile, the value of these buildings was plummeting, and not just because of their terrible condition – the whole market was cooling off, in part thanks to those same interest-rate hikes. Because the loans were daisy-chained, problems with a single building threatened every building in the portfolio – and there were problems with a lot more than one building.
This ruination wasn't limited to Gajavelli's holdings. Arbor lent to multiple finfluencer grifters, providing the leverage for every Tiktok dolt to ruin a neighborhood of their choosing. Arbor's founder, the "flamboyant" Ivan Kaufman, is associated with a long list of bizarre pop-culture and financial freak incidents. These have somehow eclipsed his scandals, involving – you guessed it – buying up apartment buildings and turning them into dangerous slums. Two of his buildings in Hyattsville, MD accumulated 2,162 violations in less than three years.
Arbor graduated from owning slums to creating them, lending out money to grifters via a "crowdfunding" platform that rooked retail investors into the scam, taking advantage of Obama-era deregulation of "qualified investor" restrictions to sucker unsophisticated savers into handing over money that was funneled to dolts like Gajavelli. Arbor ran the loosest book in town, originating mortgages that wouldn't pass the (relatively lax) criteria of Fannie Mae and Freddie Mac. This created an ever-enlarging pool of apartments run by dolts, without the benefit of federal insurance. As one short-seller's report on Arbor put it, they were the origin of an epidemic of "Slumlord Millionaires":
https://viceroyresearch.org/wp-content/uploads/2023/11/Arbor-Slumlord-Millionaires-Jan-8-2023.pdf
The private equity grift is hard to understand from the outside, because it appears that a bunch of sober-sided, responsible institutions lose out big when PE firms default on their loans. But the story of the Slumlord Millionaires shows how such a scam could be durable over such long timescales: remember that the "syndicating" sector pays itself giant amounts of money whether it wins or loses. The consider that they finance this with investor capital from "crowdfunding" platforms that rope in naive investors. The owners of these crowdfunding platforms are conduits for the money to make the loans to make the bets – but it's not their money. Quite the contrary: they get a fee on every loan they originate, and a share of the interest payments, but they're not on the hook for loans that default. Heads they win, tails we lose.
In other words, these crooks are intermediaries – they're platforms. When you're on the customer side of the platform, it's easy to think that your misery benefits the sellers on the platform's other side. For example, it's easy to believe that as your Facebook feed becomes enshittified with ads, that advertisers are the beneficiaries of this enshittification.
But the reason you're seeing so many ads in your feed is that Facebook is also ripping off advertisers: charging them more, spending less to police ad-fraud, being sloppier with ad-targeting. If you're not paying for the product, you're the product. But if you are paying for the product? You're still the product:
https://pluralistic.net/2021/01/04/how-to-truth/#adfraud
In the same way: the private equity slumlord who raises your rent, loads up on junk fees, and lets your building disintegrate into a crime-riddled, sewage-tainted, rat-infested literal pile of garbage is absolutely fucking you over. But they're also fucking over their investors. They didn't buy the building with their own money, so they're not on the hook when it's condemned or when there's a forced sale. They got a share of the initial sale price, they get a percentage of your rental payments, so any upside they miss out on from a successful sale is just a little extra they're not getting. If they squeeze you hard enough, they can probably make up the difference.
The fact that this criminal playbook has wormed its way into every corner of the housing market makes it especially urgent and visible. Housing – shelter – is a human right, and no person can thrive without a stable home. The conversion of housing, from human right to speculative asset, has been a catastrophe:
https://pluralistic.net/2021/06/06/the-rents-too-damned-high/
Of course, that's not the only "asset class" that has been enshittified by private equity looters. They love any kind of business that you must patronize. Capitalists hate capitalism, so they love a captive audience, which is why PE took over your local nursing home and murdered your gran:
https://pluralistic.net/2021/02/23/acceptable-losses/#disposable-olds
Homes are the last asset of the middle class, and the grifter class know it, so they're coming for your house. Willie Sutton robbed banks because "that's where the money is" and We Buy Ugly Houses defrauds your parents out of their family home because that's where their money is:
https://pluralistic.net/2023/05/11/ugly-houses-ugly-truth/#homevestor
The plague of housing speculation isn't a US-only phenomenon. We have allies in Spain who are fighting our Wall Street landlords:
https://pluralistic.net/2021/11/24/no-puedo-pagar-no-pagara/#fuckin-aardvarks
Also in Berlin:
https://pluralistic.net/2021/08/16/die-miete-ist-zu-hoch/#assets-v-human-rights
The fight for decent housing is the fight for a decent world. That's why unions have joined the fight for better, de-financialized housing. When a union member spends two hours commuting every day from a black-mold-filled apartment that costs 50% of their paycheck, they suffer just as surely as if their boss cut their wage:
https://pluralistic.net/2023/12/13/i-want-a-roof-over-my-head/#and-bread-on-the-table
The solutions to our housing crises aren't all that complicated – they just run counter to the interests of speculators and the ruling class. Rent control, which neoliberal economists have long dismissed as an impossible, inevitable disaster, actually works very well:
https://pluralistic.net/2023/05/16/mortgages-are-rent-control/#housing-is-a-human-right-not-an-asset
As does public housing:
https://jacobin.com/2023/10/red-vienna-public-affordable-housing-homelessness-matthew-yglesias
There are ways to have a decent home and a decent life without being burdened with debt, and without being a pawn in someone else's highly leveraged casino bet.
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If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:
https://pluralistic.net/2024/05/22/koteswar-jay-gajavelli/#if-you-ever-go-to-houston
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Image: Boy G/Google Maps (modified) https://pluralistic.net/timberridge
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klavierpanda · 3 months
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Woahh you like math :0?
What's your favorite.. number...
It is i. As in i²=-1. Maybe it's cliché but literally everything cool from complex analysis hinges on the fact that i²=-1.
(Jargon warning) Basically, complex differentiable functions must satisfy these things called the Cauchy-Riemann equations. These equations rely on the algebraic properties of the complex numbers. We technically deal with a stronger notion of functions, i.e. holomorphic functions, which are complex differentiable in an open neighbourhood of each people in their domain, but the Cauchy-Riemann equations must still be satisfied. Then we get all sorts of wonderful theorems like Cauchy's Residue Theorem, Liouville's Theorem (which lets you prove the fundamental theorem of algebra), and much more!
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emrenvs3000f24 · 8 days
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UNIT 2 BLOG POST
To me, the ideal environmental interpreter is someone who can distill complex ideas into their fundamental principles and present them to a wide range of audiences. As a developing nature interpreter, I strive to explain natural phenomena to university students just as effectively as I can to kindergarteners. The ability to communicate the essence of nature, with or without technical jargon, allows us to reach the broadest possible audience.
When I envision a nature interpreter, I picture someone wearing a sunhat, binoculars around their neck, leading a group along a trail and pointing out interesting species. While this traditional form of interpretation is valuable, it’s often inaccessible to many, including those with mobility or vision challenges. To me, an ideal interpreter is someone who can communicate effectively both in person and virtually. While I believe being immersed in the ecosystem you’re explaining is the most impactful, having the skills to facilitate meaningful learning without being physically in the area can broaden the reach of natural science, especially in today’s technology-driven world.
For example, in situations where you can’t be in the field or show visual information—like in a podcast—you must rely on strong descriptive skills. Painting vivid images with words is no small feat, and it’s a skill I aim to improve this semester. Adding interactive elements to non-visual formats is also crucial. For visual or kinesthetic learners, a podcast might seem less engaging. However, incorporating thought experiments or encouraging movement can make the experience more immersive and rewarding.
In this unit, we discussed active versus reflective learners: active learners benefit from applying information to problems or explaining it to others, while reflective learners prefer to process information quietly and think it over. Incorporating elements like pop quizzes can engage active learners, while providing breaks between topics allows reflective learners time to absorb the material.
Ultimately, my idea of the ideal nature interpreter is someone with range—someone who can effectively translate scientific information for audiences with little scientific background, as well as for those with extensive knowledge. They should engage diverse audiences across multiple platforms, whether through nature walks, videos, blogs, podcasts, or social media posts. They must be able to present scientific concepts in ways accessible to people of varying abilities and learning styles. If by the end of this class I can expand my skill set to communicate science effectively across audiences and media, I will consider it a success.
Personally, I feel I’d be happiest taking people out into the field and teaching them about nature while being immersed in it. I truly love the outdoors and enjoy spending as much time as possible in nature. Even though that’s where my passion lies, I would also love to develop skills in digital interpretation, like podcasting, because it would allow me to reach a broader audience. This, however, requires skills beyond content creation, such as audience outreach, editing, sound engineering, and collaboration with other researchers—skills I have little experience in but hope to develop.
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eleniror · 2 months
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Attached, Amir Levine and Rachel Heller – A compelling examination of attachment theory through a contemporary lens, this book synthesizes decades of research into a practical guide for understanding relationships. Levine, a psychiatrist and neuroscientist, and Heller, a social psychologist, bring their expertise together to explore how our early attachments shape our adult connections.
I was impressed by the clarity and relevance of their writing, which draws on real-life case studies and scientific data to make a convincing case for the importance of attachment styles in romantic relationships. The book's core message is that understanding whether you are secure, anxious, or avoidant in your attachments can profoundly improve your ability to form and maintain healthy relationships.
What struck me was the accessibility of the concepts. The authors avoid overly technical jargon, making the science of attachment approachable for a broad audience. Their discussion is not just academic but deeply practical, offering concrete strategies for individuals to recognize their patterns and work towards more secure attachments.
Levine and Heller's use of everyday examples and relatable scenarios brings the theory to life, highlighting how attachment styles play out in common relationship dynamics. The emphasis on the science of human connection is both enlightening and reassuring, as it underscores the notion that our relationship struggles are often rooted in understandable and manageable patterns.
However, one notable limitation is the authors' somewhat simplified categorization of attachment styles. While they provide valuable insights into secure, anxious, and avoidant types, they tend to overlook the nuances within the avoidant category and the third type of insecure attachment style—disorganized attachment. This omission might leave readers with an incomplete understanding of the full spectrum of attachment behaviors.
"Attached" serves not just as a guide for those seeking to improve their romantic relationships but also as a broader commentary on the human need for connection. The book's balance of empirical evidence and practical advice makes it a standout in the field of self-help literature, providing valuable insights into how we can better navigate the complexities of our emotional lives.
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ainews · 9 months
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Complexity and Technical Jargon
Recipes are often written in a technical and precise manner, using specific measurements, cooking terms, and techniques that may be unfamiliar to the average reader. This can make them difficult to understand and follow for people who are not familiar with cooking or have limited experience with driving.
Lack of Visual Representation
Unlike car manuals or instruction booklets, recipes do not come with any visual aids. This can make it hard for some people to comprehend the steps and techniques involved. In contrast, car manuals often include diagrams and illustrations that can help readers better understand the instructions.
Differences in Prior Knowledge and Background
While most people have a general understanding of how to operate a car, not everyone has the same level of knowledge and background in cooking. Recipes assume the reader has a certain level of experience and familiarity with cooking techniques, ingredients, and equipment. This can be daunting for those who are not as well-versed in the kitchen.
Intimidation Factor
Cars and driving are seen as essential skills in modern society, whereas cooking is often seen as a more leisurely or domestic activity. This can create an intimidation factor for those who are not confident in the kitchen. This feeling of inadequacy can make it difficult for some people to even attempt to follow a recipe.
Fear of Failure
Similar to the intimidation factor, the fear of failure can also discourage people from trying out new recipes. The thought of spending time and effort and not being able to produce a successful dish can be discouraging and lead to avoidance of trying out new recipes.
Language and Cultural Barriers
Recipes can also be estranging for individuals who may speak or read a different language or come from a different cultural background. Some recipes may use ingredients, measurements, or cooking methods that are not common in their culture, making it difficult to comprehend and follow the instructions.
Overall, recipes may be perceived as estranging for people because of the technical and precise manner in which they are written, lack of visual aids, differences in prior knowledge and background, intimidation factor, fear of failure, and language or cultural barriers. However, with practice and patience, anyone can learn to follow and prepare delicious recipes, just like anyone can learn to drive a car with proper instruction and practice.
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unpluggedfinancial · 2 months
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The Power of Doing Your Own Research (DYOR) in the World of Bitcoin and Cryptocurrencies
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In today's digital age, information is more accessible than ever before. With a few clicks, you can find countless articles, videos, and social media posts about almost any topic. This is especially true for Bitcoin and the broader cryptocurrency market. While this abundance of information can be empowering, it also comes with the risk of misinformation and hype-driven narratives. This is why it’s crucial to emphasize the importance of doing your own research (DYOR) before making any financial decisions.
The Cryptocurrency Information Overload
The cryptocurrency space is notoriously fast-paced and filled with complex jargon. From blockchain technology to decentralized finance (DeFi), understanding the basics can be overwhelming. Moreover, the crypto market is often subject to wild speculation and hype, leading to sensational headlines and exaggerated claims. While some sources provide valuable insights, others might be misleading or outright false. In this environment, DYOR becomes not just a recommendation but a necessity.
Why DYOR Matters
Understanding the Fundamentals: When you conduct your own research, you gain a deeper understanding of the fundamentals of Bitcoin and other cryptocurrencies. This includes learning about the technology, the problem it aims to solve, its potential applications, and the risks involved. A solid grasp of these basics will help you make informed decisions and avoid falling for scams or overhyped projects.
Avoiding Hype and FOMO: The fear of missing out (FOMO) is a powerful force in the crypto market. It can drive individuals to make impulsive decisions based on hype rather than sound analysis. By doing your own research, you can evaluate the true potential of a project or investment, rather than relying on the opinions of others. This disciplined approach helps you avoid the pitfalls of hype-driven investments.
Building Confidence: Investing in Bitcoin and cryptocurrencies can be a volatile journey. Conducting your own research instills confidence in your decisions. When you understand why you are investing in a particular asset, you are more likely to stay committed to your investment strategy, even during market downturns.
Identifying Opportunities: The crypto market is filled with opportunities, but not all of them are immediately obvious. Through thorough research, you can identify promising projects and investment opportunities that others might overlook. This proactive approach can lead to more profitable outcomes.
How to Do Your Own Research
Diverse Sources: Don’t rely on a single source of information. Read articles, watch videos, listen to podcasts, and follow reputable figures in the crypto space. Cross-referencing information from multiple sources helps ensure accuracy and provides a well-rounded perspective.
Official Documentation: Always review official documents such as whitepapers, technical papers, and project websites. These sources offer detailed insights into a project's vision, technology, and roadmap.
Community Engagement: Engage with the community through forums, social media, and discussion groups. Platforms like Reddit, Twitter, and Telegram host vibrant discussions where you can ask questions and get diverse viewpoints. Be cautious, however, as not all advice you encounter will be accurate or trustworthy.
Critical Thinking: Approach every piece of information with a critical mindset. Question the credibility of the source, the validity of the claims, and the underlying motivations. This analytical approach helps you separate valuable insights from noise.
Stay Updated: The crypto space evolves rapidly. Continuously updating your knowledge helps you stay informed about new developments, regulatory changes, and market trends.
Conclusion
In the dynamic world of Bitcoin and cryptocurrencies, doing your own research is not just a best practice—it’s an essential skill. By taking the time to educate yourself, you empower yourself to make informed, confident, and rational investment decisions. Remember, the journey to financial freedom through Bitcoin starts with knowledge and understanding. So, embrace the DYOR mindset and take control of your financial future.
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