#business development. code quality

[jcmarchi]

How AI is Redefining Team Dynamics in Collaborative Software Development

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How AI is Redefining Team Dynamics in Collaborative Software Development

While artificial intelligence is transforming various industries worldwide, its impact on software development is especially significant. AI-powered tools are enhancing code quality and efficiency and redefining how teams work together in collaborative environments. As AI continues to evolve, it’s becoming a key player in reconfiguring team dynamics, enhancing productivity, and streamlining communication. This article explores how AI redefines team dynamics in collaborative software development, unlocking new ways of working and shaping the industry’s future.

The Shift to AI-Augmented Development

In the past, software development relied heavily on human expertise at every stage, from design and coding to testing and deployment. While this traditional approach has driven significant progress, it faces bottlenecks, including inefficiencies, communication barriers, and human errors. Recent advancements in AI, however, are offering intelligent solutions that effectively address these challenges, transforming how development teams operate.

AI-augmented development redefines team collaboration by automating routine tasks such as bug detection, code reviews, and version control. By handling these repetitive tasks, AI allows developers to focus on more complex, higher-order problems, improving their productivity and efficiency. This automation also promotes effective collaboration by minimizing bottlenecks and reducing the need for constant manual intervention.

In addition, AI-powered tools like GitHub Copilot and DeepCode are helping developers to write code cleaner and faster. These tools provide real-time suggestions, enabling teams to maintain consistent coding standards across multiple developers. This reduces team friction and creates a more harmonious work environment, enabling junior developers to work independently while following best practices.

Enhancing Cross-Functional Collaboration

AI’s impact goes beyond just coding; it’s becoming vital for enhancing collaboration among teams, especially in agile development environments. Software development relies heavily on teamwork, shifting responsibilities between developers, testers, product managers, and business users. These teams must interact and communicate effectively to achieve their shared goals. AI tools are helping to break down the traditional silos that often get in the way of effective communication.

For instance, AI-driven project management platforms like Asana and Jira optimize task allocation by analyzing team performance and identifying skill gaps. These platforms predict potential roadblocks and suggest workflows that ensure tasks are assigned to the most appropriate team members, improving project outcomes. AI also assists in forecasting timelines, reducing project delays, and providing data-driven insights that help team leaders make more informed decisions.

Furthermore, AI’s natural language processing (NLP) capabilities enable more effective communication between technical and non-technical team members. AI-powered chatbots and virtual assistants can now interpret technical jargon and translate it into language that product managers or clients can understand. This communication mechanism creates a more inclusive team environment where everyone is on the same page, regardless of their technical expertise.

Boosting Remote and Distributed Teams

In today’s globalized world, remote work has become the norm for many software development teams. Distributed teams often face challenges related to communication, coordination, and maintaining productivity across time zones. AI is crucial in bridging these gaps and ensuring that remote teams remain as effective as co-located ones.

AI-powered collaboration tools like Slack and Microsoft Teams incorporate features that help manage distributed workforces. These platforms utilize AI to analyze communication patterns, flag potential miscommunications, and suggest the best meeting times based on team members’ availability across different time zones.

Additionally, AI is transforming code review processes for remote teams. Tools like Codacy and CodeClimate use machine learning algorithms to automate code reviews, ensuring that teams follow best practices even when senior developers are not immediately available for oversight. This mechanism accelerates the review process and maintains consistency in code quality merged into the project.

AI also helps maintain team bonding in a remote setting. AI-powered sentiment analysis tools can monitor communication channels, identifying signs of burnout or disengagement among team members. These insights allow managers to intervene early and provide support, ensuring remote teams remain motivated and productive.

AI and Continuous Integration/Continuous Delivery (CI/CD)

One of the most significant shifts AI drives in team dynamics is in continuous integration and continuous delivery (CI/CD). AI-powered tools enhance CI/CD pipelines by automating various aspects of the software development lifecycle, from testing to deployment.

Traditionally, teams invested significant manual effort in managing CI/CD pipelines to ensure they tested, integrated, and deployed code changes without disrupting the system. However, AI automates these processes, allowing teams to implement changes more frequently and confidently. Tools like CircleCI and Jenkins now integrate AI algorithms that predict the success of builds, identify failure points, and optimize deployment strategies.

AI-driven CI/CD fosters better collaboration among developers and operations teams (DevOps). By automating routine deployment tasks, AI allows DevOps teams to focus on strategic improvements and infrastructure scalability instead of constantly dealing with deployment issues. This enhances the synergy between development and operations teams, creating a more cohesive workflow that aligns with the project’s broader goals.

Democratizing Software Development

As AI increasingly integrates into collaborative development environments, software development becomes more accessible to everyone. AI-powered low-code and no-code platforms are allowing non-developers to contribute to software projects in ways that were previously impossible.

Platforms like OutSystems and Appian use AI to guide users through the software development process, enabling business analysts, project managers, and clients to create functional applications without extensive coding expertise. This democratization shifts the traditional dynamic of software teams, where developers are the sole gatekeepers of technical knowledge. Now, diverse teams can actively participate in the development process, contributing to innovation and bringing new perspectives.

These developments have also led to the rise of “citizen developers,” who can quickly prototype ideas, test them, and iterate without relying on professional developers for every process step. This evolution speeds up the innovation cycle and allows software development teams to focus on refining and scaling ideas rather than being bogged down by the initial stages of development.

AI as a Team Member: The Rise of AI Pair Programming

One of the most fascinating developments in AI-assisted software development is the concept of AI as a virtual team member. AI pair programming, where a human developer collaborates with an AI tool to write and review code, is gaining traction. GitHub Copilot, for example, uses OpenAI’s Codex model to assist developers by suggesting code completions, functions, and entire blocks of code based on context.

AI pair programming tools are not just passive assistants; they actively participate in the development process by learning from past codebases and user interactions to provide increasingly accurate suggestions. This evolution fundamentally changes how developers interact with their work, reducing cognitive load and allowing them to focus on more complex, creative tasks.

AI is changing traditional team dynamics by being a constant collaborator. It is reducing the need for junior developers to rely heavily on senior colleagues for guidance. AI tools can now provide that guidance in real time, helping to level the playing field and accelerate the onboarding process for new team members.

The Bottom Line

AI is not just a tool for improving efficiency; it fundamentally reshapes how teams collaborate and innovate in software development. By automating routine tasks, enhancing cross-functional communication, and enabling more inclusive and democratized development processes, AI is setting the stage for a new era of teamwork.

As AI continues to advance, the future of collaborative software development looks promising. Human creativity and AI-driven automation will work together to unlock new levels of productivity and innovation. Teams will be able to confidently tackle increasingly complex projects, knowing that AI is there to support them at every turn.

[moonastro]

groom persona chart

industria in the houses (389)

what is a groom persona chart? this chart exhibits qualities that your husband will have and possible placements that can be seen in their chart. it is simply a chart all about your spouse in a woman's chart. the asteroid groom can be identified using the code 5129.

asteroid industria which can be brought up using the code 389. it represents what type of career or profession your future spouse may have and be in.

<<<<lets get into the house placement of the asteroid industria and what it means in likes of the career of your spouse!!!>>>>

˚˖˚˖𓍢ִ໋🦢˚READINGS AVAILABLE (DM ME)˚˖𓍢ִ໋🦢˚˚˖˚

industria in 1st house: this field that your spouse is in can be a representation of their ego and their self, the job that he has can tell a lot about him. he can really identify as his job so can be very focused at work and can almost create a whole personality trait out of his work. always mentioning that he's working and so on. can take pride in his job and may rarely change jobs as can relate too much to the job that may not have the guts to let go of it. his job can be a focal point of his life meaning that his life evolves around his job and not the other way around. its all he ever talks about, can never have the time to do anything else but work.

⊹₊⟡⋆depending on what sign or aspects that are present with industria can tell us more details about your spouses career. so if in scorpio- can include hard labour, conflicts within the job, some unhealthy attachments related to the job, job related to metal, knifes, blood, skin and organs/meat. if in aspect to the sun- job can be related to sweat, training, masculine energy, lots of mean working at that job, a high efficient job, jobs related to, production and behind the scenes. if aspected to mars- job related to metal, hard labour, muscle, sore body, problems to health, slaughter, conflict, high esteem, arguing.

industria in 2nd house: for this placement, the field that your spouse can be a part of are working in the section of basic needs, meaning that this job can be involved with working with food, clothing, water, shelter and money as those are the survival needs that humans need. a job in culinary, cooking, nutrition, such as a dietician, chef, cook. a nurturing and guiding job so this can mean being in the field of taking care of others and making them comfortable.

⊹₊⟡⋆ depending on the aspects and signs can influence the depth of the career. so if mars is aspecting the asteroid- hard labour, sweat, muscle building, arguments, conflict, confidence, tiredness. in Aquarius- online, socials media, influence, IT, communal, crowd speaking, job related to a big crowd, inspiring job.

industria in 3rd house: fields related to this placement can include trips, having opportunities to travel while working, being involved in the local media and being known locally, so being a part of the news, journalist, news reporter, counsellor, therapist, transportation worker such as a taxi driver, uber, bus driver, coach driver etc. may have a lot of communications involved or lots of talking and sharing is involved in the job, like for example sharing information, passing on ideas, carrying on a procedure etc. may work at an education system that works with younger people, lower education assistant, teacher, advisor, principle etc. may develop or attract a lot of contact throughout this job as he may meet loads of people in a day, may create this restlessness energy also that is associated with this job.

⊹₊⟡⋆ depending on what aspects are influenced and the sign its in can tell us more depth into the position of your spouses career. if in gemini-job related to communities, writing, social media, advising, teaching, developing, tech, vehicles, travel. if in capricorn- business, manager, supervisor, head of department, boss, ceo. aspecting the moon- home carer, nurse, doctor, job related to emotional intelligence, home provider, he can have a stable job that gives a steady pay check, nurturing.

industria in 4th house: for this placement, your spouse may be in the filed correlated to security meaning that this can be a job of stable flow of wages and income. this job that your spouse is in can create stability for other people as well so working on building s better home place for people like architect, real estate, flooring company, movers people, furniture related, designer, interior and exterior designer. working with families so a counsellor, nurse, doctor, and anywhere else related to hospitality and taking care of people in general and creating a comfortable and caring atmosphere. this job can come very naturally for your spouse and it can actually be a field that he chose because of his interests and by being very good at what he does, it can come at ease to him.

⊹₊⟡⋆depending on the sign or aspects related to the asteroid can give us more insight on the career. so if its aspecting saturn- job related to labour, stable long hours, dedication and concentration so can be a routine based job, lots of stress. if in cancer- job related to curing people, helping people, cooking, acts of service, creating a comfortable environment, cleaning, house related job.

industria in 5th house: this placement can indicate a career associated with creative and novelty related such as wedding planner, wedding photographer and so forth, this job can be quite risk taking and can require a lot of confidence and effort, perhaps even willpower also. working with children or around children is possible, having a job that is considered childish or easy and simple. this job can include a lot of projects and tasks involved in it. this job of his can also be a hobby of his and thats why it may seem like it is easy to him anyway. this career can be considered as fun and very playful, can be a genuinely fun and exciting job for your spouse. this could also be a passion of many, this job that your spouse may have can be desired by many people and it can be considered as the job of successful people.

⊹₊⟡⋆ if aspecting venus- beauty, music, musician, dancer, working with high brands, working with successful people and collaborating with many, luxury, sweets, fashion, make up, skin. if in pisces- hospital, travelling, flight attendant, pilot, getting a job offer in a foreign land, a boat driver, acting, music, artist. in aries- fast paced, action oriented job, conflict, arguments, jobs involving competition and envy, vehicles, camera.

industria in 6th house: careers that can be associated with this placement are jobs that are health related, such as taking care of the body and examples include fitness trainer, dietician, working in the gym, personal trainer, perhaps even a doctor, nurse and other health related professions. a job that requires lots of empathy and seeing a lot of people being hurt and having no control over it. a job that can fee like you are stuck. also a job related to pets, animals so working with them or working to heal them and caring for them. this job may require your spouse to sacrifice a lot also, either if its family time, assets, and so forth.

⊹₊⟡⋆ if in aspect to neptune- job related to illusions, drugs, alcohol, addiction, an addictive substance, movies, job related to being easily influenced. in scorpio- knives, cutting, metal, surgery, blood, transformational occurrence, occult, secrets, deep. in libra- beaty, food, sweets, influence, changes, discoveries, a job related to co working and working and partnering with other people.

industria in 7th house: the career of your spouse can be related to awakenings and getting humbled almost, this field of work can be a change in their life's perspective and can often change also from time to time, this may also mean that he can change industries also. a career that involves reactions and feedback which means that the customers feedback can mean a lot to this jobs inquiry. perhaps even feedback is what gives the job business as well. jobs that might be on mention are small business, online seller, plumber, nail technician, driving instructor and so forth. any job that requires a good feedback in order to flow customers in. this job can be involved in equality and discoveries, anything to do with cases and technologies also. working in big tech companies or perhaps even having personal assignments assigned to them. such jobs that fit into this category are lawyer, crime scene detective, detective, research company, personal assistant, business owner and so forth.

⊹₊⟡⋆ aspecting the sun- jobs related to managing, fame, organising, being a leader, being a monitor person, security guard, labour job, working around a big crowd, influencing. in scorpio- meat, skin, surgery, mystery, secrets, keeping it low and confidential.

industria in 8th house: a career that your spouse may have is something to do with duty and receiving orders from someone such as working for someone or being involved with the military and army. a job that has a lot of respect and a job that respect is likely. a lot of rules and especially a lot of regulations can be in set at your spouses job that your spouse may have to follow. a high diligence and secretive career. career involved with death and inheritance perhaps its them working at a death insurance company, a person who organises funerals and so forth. any job that may organise or be in charge of inheritance cheques also. he may work somewhere where contracts are involved and most likely can be working for government rules and the system of the government also.

⊹₊⟡⋆ aspecting pluto- strictness, possessiveness, unhealthy habits, jobs to do with addiction and control. aspecting saturn- dedication, jobs related to being a leader and being discipline, a job that takes long hours and takes hard work to complete.

industria in 9th house : so your spouses field of specialty may be include a lot of travel, lots of moving about the place and always experiencing something new. this job may have needed a source of higher education so your spouse may needed to go to university or college in order to get a degree of some sort to have this career. this career may be a high success field meaning that he is very good at what he does although may not realise it. may work with a lot of people from different backgrounds and different atmospheres, may have seen everything or it may feel like it as his job can be quite diverse and challenging. this field in that your spouse can be in can include a mass media attention, or may have access to a mass media meaning that he can be very influential and quite powerful with his position in his career.

⊹₊⟡⋆depending on aspects and the sign that industria is in can really make a difference in what the actual career is. lets say its in taurus- beauty, singing, financial building, banker, investor, chef. say if it is aspecting saturn- long hours, labour, professionalism, seriousness, hard concentration is involved in his job. if in gemini- social media, writing, using new ideas, quick and sharp thinking/mind, quick outcomes, fast approach.

industria in 10th house: so your spouse field of work can be related to high status and high attention. this career may require him to deal with a lot behind the scenes and deal with most stuff by himself, a very personal yet public job. can have a big leadership position, a very guarding yet important role. may have a standard that needs to be kept in this field. maybe a certain appearance may be kept such as clothes, hairstyle, what to wear and not wear, perhaps even control on weight and what can be done to the body and what can not. a very high demanding job, very high stress. lots of control and this can be a very controlling job. also there can be competition in this career, whether its amongst your colleagues or its a high competing job to access.

⊹₊⟡⋆depending on the sign and aspects that are occurring to this asteroid can tell us more about what career they may have. so if uranus is aspecting industria- internet, social media, high following online, high online consumption, high tech, uncontrollable atmosphere, sudden changes, sudden doings, no control. if aspecting the ascendant- appearance, high maintenance, beauty, body, accessories, personality.

industria in 11th house: this career can be associate with working with groups of people, people that they may feel familiar with also. this can be a job where he works in his community where he helps out people that he knows. this job may also be a voluntary job that he signed up for. this can be a very peaceful yet shared experience career, lots of advice may be given in the job and especially a lot of shared creative ideas may be talked upon. the colleagues of your spouse may be very friendly and the whole atmosphere of the job can be very friendly and comforting. job that is involved in beauty and the internet. especially a career that involves high tech and computers.

⊹₊⟡⋆ in gemini- transport, vehicles, bicycles, a job related to teaching, social media influencer, local community, if aspecting jupiter- teacher, mentor, librarian, author, influencer.

industria in 12th house: this career of your spouse can be detail based and can require lots of memorisation and delivering of details. this job can be of sections meaning that it requires completion of one assessment in order to be able to be carried onto the next one, you cant just skip ahead and things like that. this career of your spouse can be involved into efficiency and order and by that this may mean that their job is done efficiently and there may be different ways of doing that job. there can be a value of perfection and cleanliness related to the job. there can be high expectations and pressure that is linked to this job of your spouse. anything to do with health and especially mental health, remedies, consultations and seeking advice. lots of research and techniques can be used in his career.

⊹₊⟡⋆depending on the sign and aspects of the asteroid it can influence more depth into what specific profession he can be a part of. in scorpio- can be related to research, writing, astrology, transformational work, deep messaging, cutting, mining, occult teachings. if in taurus- beauty, singing, voice, dancing, finance, bank, assets, job related to food, cooking, meal preparations, fluctuation themed such as investments and stock markets. associations to mercury- job can be related to text, writing, teaching, travelling, changing positions, speech, social media, vehicles, exchanges. aspects to the sun- job related to fame, spotlight, ego exchange, being themself, high position, knowing their way around things.

Guysss, im glad to be posting this, i really want to get back with posting regularly but have so much to dooo- its never ending. anyway, thanks for reading and have a lovely rest of your day.

[yellow-yarrow]

Riaz Moola, the founder of CoGrammar and Longdue which claims to be making a "successor to Disco Elysium" is so cartoonishly evil, like I can't believe this shit:

- he is currently legally preventing Argo Tuulik from working at Summer Eternal and in the industry until April 2025

- he wanted to be a shareholder of Summer Eternal and was asking SE to promote Longdue and not marked themselves or accept any crowdfunding until April 2025

- he is also teaming up with za/um, and taking Tuulik to court which is insanely expensive, which is why Argo is close to bankruptcy now, and had to set up a GoFundMe

- said GFM was taken down after a day and it's very likely that Moola did this because

- on the reddit post about this GFM Moola has made a comment that has like 300 upvotes, and some negative comments directed at him have a lot of downvotes, which is super suspicious considering other comments don't have even half as much engagement there, (and I think some comments even got deleted somehow!) &

- he is the CEO of Hyperiondev, which infamous for deleteting negative reviews about it's shit quality coding bootcamp

- Moolah's response to Argo was that "come on I'm just a small business owner and you were friendly with me in an email some months ago" (this dude is the CEO of multiple companies and who sues their friend into bankruptcy??)

- Argo Tuulik has said that he is doubtful that anyone from the old disco team is working at Longdue, and Moola could be using the fact that Tuulik was doing something for a very short time at CoGrammar to say that 'former de developers are at Longdue'

In conclusion,

Fuck Riaz Moola and what Longdue is making has nothing to do with disco elysium

[igotanidea]

Batboys' love languages

Graphic is from pinterest and YES it has little to do with the story but YES I had to use it.

Dick.

Sweet, golden-boy, emotional Dick. His love language is definitely touch. Brushing hand over yours, by accident? Yes. Fixing your scarf for you? Absolutely. Putting strand of hair out of your forehead? Sure thing.

This one won’t miss a single opportunity to let you know he’s near and that he loves you by almost putting a warm blanket of affection all over you. (and that time when he tucked you into a giant burrito while movie nights just so you won’t get cold is definitely that).

His second, I believe would be acts of service.

I mean – he’s wanted and needed by literally everyone, starting from family through friends, all the way to the exes that may as well count as friends too. (totally not making you jealous). He cannot spend as much time with you as he’d wish to and acts of service is his way of trying to make up for it.

***

Jason.

Wonderful, misunderstood, resurrected Jason with issues. Acts of service is definitely his thing. What other way to show someone you like them if not by small (or grand) gestures, especially when you are so bad with words, right? So when you come home to clean dishes and fixed showerhead despite leaving it all on the to-do list you know he’s into you.

This one will just do everything without a single word and without the need to be appreciated for it, though those chocolate chip cookies you like to make are so delicious.

On the deeper stages of relationship his auxiliary would be touch. If he trusts you enough to snuggle into your side after a patrol or when his nightmares and anxiety are becoming too much – he is hooked. If he doesn’t care about you seeing his scars and bruises – you better make damn sure not to hurt him, cause I will come after you.

***

Tim.

Busy, sleep-deprived, running on caffeine Tim.

Did I mention busy?

Therefore, my conclusion – quality time.

In his language, the best way to show acceptance towards someone is letting him into his thing. Sitting in the batcave watching him crack codes and break cases? He’s your guy. Allowing you to throw some mellow hints on how something can be solved? Most people would end up with a pencil sticking out of their eyeball, but not you. He actually considers your opinion. (even if rarely using it but still – one day you’ll prove him).

His second would be acts of service, but reversed. He would accept you making him nutritious meals and dragging him to bed for a proper rest.  Scoffing, huffing and throwing comments about how he can take care of himself (spoiler alert – he can’t), but again – still doing it. One step at a time people, one step at a time.

***

Damian.

Raised an assassin, poor on social skills, vehement Damian.

He takes a lot after his father and with combined directiveness and awkwardness on understanding on humans he cannot have developed much of a love language.

But – flowers are nice. And it seems like girls like flowers, if he observed his mother’s secret garden properly. So even if his sense in botany might use a little work (like maybe try telling him that a predatory sundew is not the best gift choice) he’s trying.

Second, surprisingly, I see him as a words-of-affection guy. He may not be saying sweet nothings freely if at all, but after a moment of growing closer, he’ll definitely be your number one hyper. Just imagine, stressing about some shit and Damian, with his calm voice going all like I believe in you, even if that belief may be followed by katana use, but that’s a story for another day.

[justinspoliticalcorner]

David Smith at The Guardian:

Losing an election for the highest office is a crushing blow that no candidate forgets. But when the American electorate delivers its verdict next week, the personal stakes for Donald Trump will be uniquely high. His fate will hover between the presidency and the threat of prison.

If he claims victory, Trump will be the first convicted criminal to win the White House and gain access to the nuclear codes. If he falls short, the 78-year-old faces more humiliating courtroom trials and potentially even time behind bars. It would be the end of a charmed life in which he has somehow always managed to outrun the law and duck accountability. For Trump, Tuesday is judgment day. “He branded himself as the guy who gets away with it,” said Gwenda Blair, a Trump biographer, adding that, should he lose, “he is facing a lot of moments of reckoning. He could go to jail. He could end up considerably less wealthy than he is. No matter what happens, and no matter whether he wins or loses, there will be a reckoning over his health. Death, ill health, dementia – those are things even he can’t escape.” The property developer and reality TV star has spent his career pushing ethical and legal boundaries to the limit, facing countless investigations, court battles and hefty fines. Worthy of a novel, his has been a life of scandal on a gargantuan scale.

In the 1970s Trump and his father were sued by the justice department for racial discrimination after refusing to rent apartments to Black people in predominantly white buildings. His property and casino businesses, including the Taj Mahal and Trump Plaza, filed for bankruptcy several times in the 1990s and early 2000s. Trump University, a business offering property training courses, faced multiple lawsuits for fraud, misleading marketing and false claims about the quality of its programmes. In 2016 Trump settled for $25m without admitting wrongdoing.

The Donald J Trump Foundation, a charitable organisation, was investigated and sued for allegedly using charitable funds for personal and business expenses. Trump eventually agreed to dissolve the foundation with remaining funds going to charity. Trump and his company were ordered to pay more than $350m in a New York civil fraud trial for artificially inflating his net worth to secure favourable loan terms. He is also known to have paid little to no federal income taxes in specific years which, although technically legal, was seen by some as bordering on unethical.

[...] He became the first president to be impeached twice, first for withholding military aid to pressure Ukraine’s government to investigate his political opponents, then for instigating a coup on 6 January 2021 following his defeat. He also became the subject of not one but four criminal cases, any one of which would have been enough to scuttle the chances of any other White House hopeful. In May Trump was found guilty of 34 counts of falsifying business records relating to a hush-money payment to the adult film performer Stormy Daniels, making him the first former president to be convicted of felony crimes. Sentencing is scheduled for 26 November (the judge delayed it from 18 September after the Republican nominee asked that it wait until after the election). What was billed as the trial of the century has already begun to fade from public consciousness and played a relatively modest role in the election campaign. Jonathan Alter, a presidential biographer who was in court for every day of the trial, recalled: “I’ve covered some big stories over the years but there was nothing like the drama of watching the jury foreperson say, ‘Guilty, guilty, guilty’ 34 times and Donald Trump looking like he was punched in the gut.” Alter, who describes the experience in his new book, American Reckoning, reflects on how Trump has been able to act with impunity for so long. “It’s a combination of luck, galvanised defiance and the credulousness of a large chunk of the American people,” he said. “Demagoguery works. Playing on people’s fears works. It doesn’t work all the time but we can look throughout human history to political figures and how demagoguery and scapegoating ‘the other’ works.”

Alter, who covered the trial for Washington Monthly magazine, added: “We’ve had plenty of demagogues, scoundrels and conmen in politics below the level of president. Trump has been lucky to escape accountability but the United States has been lucky that we haven’t had something like this before. The founders were very worried about it. They felt we would face something like this for sure.” The US’s system of checks and balances has been racing to keep up. Trump was charged by the special counsel Jack Smith with conspiring to overturn the results of his election loss to Joe Biden in the run-up to the January 6 riot at the US Capitol. The former president and 18 others were also charged by the Fulton county district attorney, Fani Willis, with taking part in a scheme to overturn his narrow loss in Georgia. Trump was charged again by Smith with illegally retaining classified documents that included nuclear secrets, taken with him from the White House to his Mar-a-Lago estate in Florida after he left office in January 2021, and then obstructing government demands to give them back.

With a such a caseload, it was widely assumed that Trump would spend this election shuttling between rallies one day and trials the next. But the courtroom campaign never really happened since, true to past form, he found ways to throw sand in the gears of the legal system and put off his moment of reckoning.

Or he simply got lucky. In Georgia, it emerged that Willis had a romantic relationship with the special prosecutor Nathan Wade, prompting demands that she be removed. Smith’s federal election case was thrown off track for months by a supreme court ruling that presidents have immunity for official actions taken in office. The classified documents case was thrown out by Judge Aileen Cannon, a Trump appointee, although Smith is appealing and the charges could be reinstated. Such delays have made it easier to forget just how much of an outlier Trump is. Past presidential brushes with the law consisted of Ulysses S Grant being fined for speeding his horse-drawn carriage in Washington and Harry Truman receiving a ticket for driving his car too slowly on the Pennsylvania Turnpike in 1953. Richard Nixon resigned before he could be impeached over the Watergate scandal and was subsequently pardoned by his successor, Gerald Ford. Meanwhile the standard for presidential aspirants has been high. Joe Biden’s first run for the White House fell apart amid allegations that he had plagiarised a speech by Britain’s Labour leader Neil Kinnock. During the 2000 campaign, a last-minute revelation that Republican candidate George W Bush had a drunk driving conviction that he concealed for 24 years generated huge headlines and was seen as a possible gamechanger. Hillary Clinton still blames her 2016 defeat on an FBI investigation into her email server that produced no charges.

For Donald Trump, his run for the “Presidency” is all about avoiding any possible jail time for his indictments and felonies. If he loses, then Trump could be facing more trials and potentially jail time and/or massive fines.

Send Trump to prison, not the White House!

#TrumpForPrison #HarrisWalz2024

[angofwords]

hello. Don't know if this feels weird..

Based on the post you reblogged about villains, would you expand on Dino Golzine from banana fish? Where does all the actions of his come from?

Hello! Thanks for such a great question!!

I've actually been intending to write an essay about Dino Golzine for YEARS, so thank you for giving me the excuse to get to it. <3

Because you referenced the post about villains, I figure I'll take each of that OP's observations point by point and apply my thoughts about Dino. Bear with me, because this might be long. Also, it should be emphasized that I DON'T, IN ANY WAY, SUPPORT DINO. This essay might sound sympathetic in places, but it is not. I'm just trying to look at things from his point of view.

"They Should Believe They're the Hero of Their Own Story"

Dino Golzine may not believe he's a hero in a traditional way--he knows he's committing crimes, but I don't think he necessarily thinks that he's wrong. What do I mean? Think about any real-life mob boss. They're the head of a business organization. A family business, at that. He doesn't have family in the traditional sense, but he's got everyone calling him "Papa," so I'm sure he imagines that his staff are some kind of found family where he's the patriarch. It's a warm feeling, knowing that people look up to you, that they rely on you for their livelihoods.

Sure, his business is on the wrong side of the law, but that's just semantics--what are laws but rules set in place by other men? If Golzine's work is an asset to the community--he provides people with things they want (drugs and sex) and undoubtedly funds plenty of political campaigns and public works--then surely something as petty as law shouldn't matter. Sure, his sex business is a bit niche, but there's clearly demand, right? He's making cash hand-over-fist, so he's filling what would otherwise be a void in the market. If he didn't sell cocaine and boys, someone else surely would, so it's not like these boys would have a better life if he obeyed the law.

Hero or not is debatable, but the fact is, Dino is successful. He's strong. He's respected. These are the only heroic qualities that interest him.

"Give Them a Personal Code of Ethics (Even if Twisted)"

Yeah, Dino's code is absolutely twisted, but you can see that he has one. First of all, it's clear that he values decorum. He doesn't like it when Ash is dirty or rowdy or uses bad language. He doesn't like it when things happen that make him look bad (like when the head of the Corsican group decides to replace him because Ash has made a fool out of him). These aren't quite ethics, but they are a standard of conduct. Golzine has a reputation to uphold, after all.

Until he gets angry, Dino tends to be respectful with his peers (the senators, Foxx, Blanca) and even those he thinks are a bit beneath him (Dr Mannerheim). You might ask about the boys at Club Cod, about Ash himself. How is that ethical? Frankly, I'm not sure he considers those boys as human beings. It's like what Ash said, he treated him like a doll, that it never occurred to him that he had feelings.

I think that changes over time, in regards to Ash. Once Ash is his assassin, he develops some level of respect for him--at least enough to see him as a human being. Dino's respect for strength and skill is obvious. I suspect it was Ash's determination not to break at Club Cod (as well as his beautiful face) that inspired Golzine to pull him out, to keep him as his own. And even when Ash became willful and unmanageable, Golzine never killed him (though he threatened a lot), instead giving him an expensive education.

He doesn't let Ash get dosed with banana fish in the mental health facility. He also doesn't let Foxx kill him. We can argue motivation for those actions, but it seems his sense of ethics are a bit warped around Ash. Whether he's protecting him or he wants to destroy Ash himself (I honestly think it's the former), there seems to be line there that he won't let anyone cross.

Also, he fulfills his obligations to Yut Lung. They made a deal and Golzine stands by his end of it, killing his brothers for him. As a businessman, Golzine can honor a contract.

So, while this isn't quite an ethical compass, it's that same kind of structure. Golzine rewards the traits he values, and he probably really thought he was elevating Ash into someone respectable.

"Their Motivation Should be Relatable (Even if Their Actions Aren't)"

Okay, so here's where Dino fails for me. I simply can't relate to the smooth running of a criminal empire, and I doubt most of the readers can, either. I guess it's understandable that he'd want to develop banana fish for the pure profit of it. Still, his motivation being almost 100% financial is a bit gross.

However, if you bear in mind that this manga was written in the 1980s, when "Greed is Good" was a literal bumper sticker slogan, that might be enough to fulfil this particular rule. The '80s were a very different time, ideologically. Being a cutthroat businessman wasn't really considered a character flaw yet.

Also, as far as motivations go, it's understandable that he'd want Ash to take over for him, as he has no heir (and I suspect he'd be grossed out trying to get one the traditional way) and the whole point of this sort of organization is to keep it in the family. I honestly believe that, if he put all the "good" he did for Ash (luxuries, food, nice clothes, a well-rounded education, "rescuing" him from Club Cod) on one end of a scale and the bad stuff (rapey things, mostly, because I'm sure he felt that making Ash into a killer was a good thing) on the other side, Dino probably thought that Ash should've been grateful. I know, it's horribly disgusting, but seriously, that's the only read I can get on him.

"Make Them Competent (Nothing's Scarier Than a Villain Who Actually Wins)"

I don't think this one takes much thought. Dino is scary as fuck. In the beginning of the series, Ash is cocky around him. He's rude and disrespectful and it's beautiful. But I think that's all for show, like the way a teenager might push his dad, but that doesn't mean he really thinks he could take him. Golzine scares the shit out of Ash. All those years, and Ash never left New York? He could get on a bus and make a new life in Chicago or California, but he doesn't. I assume this is because he knows how Golzine would react. He doesn't spend the whole series trying to break free from a guy like this if it wasn't hard as hell to actually do it.

Golzine orchestrates so much truly heinous shit, like the whole situation surrounding Shorter's death. He's quick to punish Ash for rebelling, like when he lets him think he's going to let Mannerheim dose him with banana fish, and when Ash consistently gets the better of him, he uses his resources to hire someone who really can punish him (Blanca and then Foxx). He's relentless, and that's terrifying.

"Don't Forget Their Human Side--What Do They Love? What Are They Afraid Of?"

Dino doesn't seem to be afraid of much, but he's afraid of failure. When Corsica tried to have him replaced, he floundered for a minute. He rallied, of course, and got his position back (partly by murdering the guy who was sent in to replace him), but it was touch-and-go for a minute there. His impotent rage was rather humanizing.

What does he love? I'm going to start with the less-controversial things--he loves order, and luxury. He loves power. He has cats--not an easy pet for people who need obedience, so I assume he has a soft spot for them, too. He loves to hob-nob with powerful men.

Now, for the more controversial. I honestly think he loves Ash. Not in any way that is normal or healthy or even recognizable to most people, but I do think it's love, in the only way Dino knows how to love. He treasures Ash as something he's created, something he owns. It's narcissistic and gross, but I think that Ash is the only person on earth that Golzine wants near him. He reiterates over and over that he owns Ash, even goes as far as saying he'll make a "good wife" out of him. Dino wants Ash in his life forever. Ash is literally his favorite thing.

Before I get attacked for this--OBVIOUSLY Ash deserves more than that. It's insulting and disgusting and horrible to think that any person should be forced to live the way Ash has lived with Golzine, especially under the guise of "love." But Ash is the only humanizing influence on Dino, even if all we see is negative emotions. Ash is able to push Dino's buttons, making him alternately blind with rage and furious with envy. But imagine how soft he might get if Ash tried, even for a second, to be nice to him. I think Ash could have Golzine eating out of his hand, if he wanted. (But obviously, Ash is far too traumatized and terrified of this man to even see this as an option, which is ultimately better for Ash, because such a path would undoubtably corrupt him).

Dino Golzine works because he's larger than life. Not only does he wield an enormous amount of power, he has power over Ash. Ash is a god in this manga--he's the prettiest, smartest, most talented, most capable boy who ever lived--and yet, Dino Golzine has made him desperate enough that he's willing to climb on top of a badly-veering truck for a chance to finally kill him. That's a terrible plan and he knows it, but at that moment, it's all he has, so he goes for it. Dino is a classic, well-constructed villain who gets the work done basically every time he's on the page.

Think about why the fandom hates Foxx--he's an evil caricature and he adds no depth at all to the story. Compare that to Dino Golzine--we hate him because he feels real.

[brittanyearnestauthor]

How to Write Character Goals More Effectively

As writers, creating character goals can sometimes feel overwhelming, especially when we're on the spot trying to decide what drives them. To help, I’ve compiled a list of goals to inspire your character-building process and add depth to your story.

Personal Goals

Personal goals contribute to character growth and make them complex and relatable. They also bring your story to life:

- Learn a new language

- Practice mindfulness and meditation

- Develop a growth mindset

- Enhance time management skills

- Become proactive

- Master new technology or software

- Start a new craft or hobby

- Improve public speaking skills

- Build self-confidence

- Refine writing skills

- Practice communication skills

- Acquire a new skill

- Become more organized

- Accept limitations

- Hone decision-making abilities

- Cultivate gratitude

- Stay open to new opportunities

- Improve financial literacy

- Diversify cooking knowledge

- Learn to play an instrument

- Solve problems creatively

- Pick up a new sport

- Start a blog or online journal

- Learn to code or build websites

- Become a mentor

- Practice active listening

- Be more empathetic

- Forgive oneself

- Learn to say no

- Manage stress effectively

- Gain emotional control

- Develop patience

- Strengthen resilience

- Foster optimism

- Embrace change

- Live in the moment

- Enjoy simple pleasures

- Appreciate small things

- Explore creativity

Family and Friends

Improving relationships and family dynamics can add rich layers of character development and bonding moments:

- Plan a family vacation

- Spend quality time with loved ones

- Strengthen relationships

- Organize a family reunion

- Host weekly game nights

- Volunteer together

- Enhance communication skills

- Enjoy outdoor activities together

- Practice patience with others

- Expand the family

Finance

Financial goals can introduce real-world challenges that make your characters more relatable:

- Pay off debt

- Create and stick to a budget

- Invest wisely

- Save money consistently

- Consult a financial advisor

- Achieve financial freedom

- Start a side hustle or part-time job

- Negotiate better deals

- Build financial literacy

Career

Professional aspirations are key to relatable character arcs:

- Earn a promotion or raise

- Change careers

- Become their own boss

- Start a business

- Learn new career-related skills

- Network with peers in their field

- Attend career development seminars

- Volunteer professional skills

- Mentor others

- Improve their resume

Travel

Travel goals add excitement, exploration, and opportunities for plot-building:

- Visit a new country

- Explore their local area

- Embark on a road trip

- Experience a cruise

Conclusion

This list provides a starting point for creating meaningful character goals that enhance their journeys and make your story stand out. Whether you use these ideas or create your own, the key is to craft goals that resonate with your characters' personalities and ambitions.

Happy writing!

[webfarmhouses-blog]

Web designer in Jodhpur

Creative Web Design

We are a web designing company that has a team of skilled and experienced web designers and developers who can create stunning and functional websites for any type of business or domain. We offer a variety of web designing services, such as custom web design, web development, web hosting, SEO, and maintenance. We also provide you with a free web design consultation, where we can discuss your goals, needs, and preferences, and provide you with a web design proposal that suits your requirements and expectations.

What we do in Web Design

Our web designing services are the services that provide web designing solutions for clients who want to create or improve their online presence. It involves the use of various elements such as colours, fonts, images, graphics, animations, and interactions to convey the message and purpose of the website to visitors. Web designing services can help clients with various aspects of web designing, such as Consultation: Our web designing services can help clients understand their goals, needs, and preferences, and provide them with expert advice and guidance on how to achieve them . Strategy: Our services can help clients develop a clear and effective web design strategy that aligns with their brand identity, target audience, and business objectives.Design: We help clients create a unique and attractive web design that reflects their vision and personality, and that engages and impresses their visitors.Launch: Our services can help clients launch their website to the public, and provide them with web hosting, domain registration, and security services.

Our Design Technology

At Web Farm House, we understand that web design is not just about making a website look good. It is also about making it work well, communicate effectively, and provide value to the users. That is why we use the latest web design technology to create websites that are:

Visually appealing: We use web graphic design to create stunning and consistent visual elements for your website, such as colours, fonts, images, icons, and animations.

Easy to use: We use user interface design to create intuitive and interactive elements for your website, such as buttons, menus, forms, and navigation.

Functional and reliable: We use web development to code and program your website, using languages such as HTML, CSS, JavaScript, PHP, and others. We follow the principles of web standards, web accessibility, web performance, and web security, to ensure the quality and reliability of your website.

Our Work Process

At Web Farm House, we follow a systematic and collaborative work process to create your website. Our work process consists of four main phases: Discovery, Design, Development, and Delivery:

Discovery: This is the phase where we get to know you and your project. We will ask you some questions about your goals, needs, preferences, budget, and timeline. We will also conduct some research on your industry, competitors, and target audience. Based on the information we gather, we will create a project proposal and a contract for you to review and approve.

Design: This is the phase where we create the visual and interactive elements of your website. We will start by creating a sitemap and a wireframe, which are the blueprints of your website’s structure and layout. We will then create a mockup, which is a prototype of your website’s appearance and functionality. We will present the mockup to you and ask for your feedback and approval. We will make any revisions as needed until you are satisfied with the design.

Development: This is the phase where we code and program your website. We will use the latest web development technology to create a website that is functional, reliable, and compatible with different devices and browsers. We will also test and debug your website to ensure its quality and performance. We will show you the progress of the development and ask for your feedback and approval.

Delivery: This is the final phase where we launch and maintain your website. We will upload your website to your chosen hosting service and domain name. We will also provide you with a user manual and a training session on how to use and update your website. We will also offer you ongoing support and maintenance services to keep your website running smoothly and securely.

We will also listen to your feedback and suggestions and make any changes as needed. We will work with you as a partner and a friend, not just as a client and a vendor. we value your input and satisfaction throughout the work process. We will communicate with you regularly and keep you updated on the status of your project.

Our Web Designing Services

Our is provides web design services for clients who want to create or improve their online presence. We help clients with various aspects of web designing, such as consultation, strategy, design, development, testing, launch, and maintenance:

Static web design

Liquid web design.

Adaptive web design.

Dynamic web design.

Responsive web design.

Single-page web design.

Why Choose Us?

We are a One-Stop Solution for delivering the best web design and development services. We render customized and affordable web design facilities to suit your requirements. Choose the best plans for building a responsive web design according to your needs:

Excellent technical support

Core PHP &Codeigniter + MySQL.

Secure and Reliable coding.

Satisfactory Customer Support.

SEO-friendly web development.

[reality-detective]

Q Phone or named Pi phone - Information and video demonstration

Say goodbye to all our 'spy phones'.

Then we can get rid of those ugly and dangerous cell towers everywhere.

The Q phone has been developed and manufactured in Germany and the UK with final software updates in the US.

This smartphone is three-dimensional and of the highest quality.

It will become one of the main credit tools and most urgent expenditures in daily life for retail consumption and domestic and international commercial business. and is a subserver to exploit and maintain the quantum system with Stellar + Starlink.

This is a $500 billion manufacturing operation in three countries. And some other countries like Japan..

They are built in various warehouses around the world. Q phones will be delivered free of charge to everyone in the world.

This Quantum Space Q Phone will be used for internet connectivity...texting and calling...banking...voting and more.

It has a 3D interactive holographic display. (watch video)

QFS will create a private Internet network running on triple code and perhaps an 8G network for SATCOM. 🤔

[justforbooks]

The DeepSeek panic reveals an AI world ready to blow❗💥

The R1 chatbot has sent the tech world spinning – but this tells us less about China than it does about western neuroses

The arrival of DeepSeek R1, an AI language model built by the Chinese AI lab DeepSeek, has been nothing less than seismic. The system only launched last week, but already the app has shot to the top of download charts, sparked a $1tn (£800bn) sell-off of tech stocks, and elicited apocalyptic commentary in Silicon Valley. The simplest take on R1 is correct: it’s an AI system equal in capability to state-of-the-art US models that was built on a shoestring budget, thus demonstrating Chinese technological prowess. But the big lesson is perhaps not what DeepSeek R1 reveals about China, but about western neuroses surrounding AI.

For AI obsessives, the arrival of R1 was not a total shock. DeepSeek was founded in 2023 as a subsidiary of the Chinese hedge fund High-Flyer, which focuses on data-heavy financial analysis – a field that demands similar skills to top-end AI research. Its subsidiary lab quickly started producing innovative papers, and CEO Liang Wenfeng told interviewers last November that the work was motivated not by profit but “passion and curiosity”.

This approach has paid off, and last December the company launched DeepSeek-V3, a predecessor of R1 with the same appealing qualities of high performance and low cost. Like ChatGPT, V3 and R1 are large language models (LLMs): chatbots that can be put to a huge variety of uses, from copywriting to coding. Leading AI researcher Andrej Karpathy spotted the company’s potential last year, commenting on the launch of V3: “DeepSeek (Chinese AI co) making it look easy today with an open weights release of a frontier-grade LLM trained on a joke of a budget.” (That quoted budget was $6m – hardly pocket change, but orders of magnitude less than the $100m-plus needed to train OpenAI’s GPT-4 in 2023.)

R1’s impact has been far greater for a few different reasons.

First, it’s what’s known as a “chain of thought” model, which means that when you give it a query, it talks itself through the answer: a simple trick that hugely improves response quality. This has not only made R1 directly comparable to OpenAI’s o1 model (another chain of thought system whose performance R1 rivals) but boosted its ability to answer maths and coding queries – problems that AI experts value highly. Also, R1 is much more accessible. Not only is it free to use via the app (as opposed to the $20 a month you have to pay OpenAI to talk to o1) but it’s totally free for developers to download and implement into their businesses. All of this has meant that R1’s performance has been easier to appreciate, just as ChatGPT’s chat interface made existing AI smarts accessible for the first time in 2022.

Second, the method of R1’s creation undermines Silicon Valley’s current approach to AI. The dominant paradigm in the US is to scale up existing models by simply adding more data and more computing power to achieve greater performance. It’s this approach that has led to huge increases in energy demands for the sector and tied tech companies to politicians. The bill for developing AI is so huge that techies now want to leverage state financing and infrastructure, while politicians want to buy their loyalty and be seen supporting growing companies. (See, for example, Trump’s $500bn “Stargate” announcement earlier this month.) R1 overturns the accepted wisdom that scaling is the way forward. The system is thought to be 95% cheaper than OpenAI’s o1 and uses one tenth of the computing power of another comparable LLM, Meta’s Llama 3.1 model. To achieve equivalent performance at a fraction of the budget is what’s truly shocking about R1, and it’s this that has made its launch so impactful. It suggests that US companies are throwing money away and can be beaten by more nimble competitors.

But after these baseline observations, it gets tricky to say exactly what R1 “means” for AI. Some are arguing that R1’s launch shows we’re overvaluing companies like Nvidia, which makes the chips integral to the scaling paradigm. But it’s also possible the opposite is true: that R1 shows AI services will fall in price and demand will, therefore, increase (an economic effect known as Jevons paradox, which Microsoft CEO Satya Nadella helpfully shared a link to on Monday). Similarly, you might argue that R1’s launch shows the failure of US policy to limit Chinese tech development via export controls on chips. But, as AI policy researcher Lennart Heim has argued, export controls take time to work and affect not just AI training but deployment across the economy. So, even if export controls don’t stop the launches of flagships systems like R1, they might still help the US retain its technological lead (if that’s the outcome you want).

All of this is to say that the exact effects of R1’s launch are impossible to predict. There are too many complicating factors and too many unknowns to say what the future holds. However, that hasn’t stopped the tech world and markets reacting in a frenzy, with CEOs panicking, stock prices cratering, and analysts scrambling to revise predictions for the sector. And what this really shows is that the world of AI is febrile, unpredictable and overly reactive. This a dangerous combination, and if R1 doesn’t cause a destructive meltdown of this system, it’s likely that some future launch will.

Daily inspiration. Discover more photos at Just for Books…?

[wendichester]

𓂃˖ ࣪ 𝔠𝔬𝔪𝔭𝔞𝔱𝔦𝔟𝔦𝔩𝔦𝔱𝔶 𝔯𝔢𝔞𝔡𝔦𝔫𝔤

˚₊‧꒰ა @bluesunrise02 ☆ dean winchester ໒꒱ ‧₊˚ ⋆˙⟡ where leo, taurus, gemini meets aquarius, leo*, saggitarius. ⟡˙⋆

𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐⭒๋࣭ ⭑✧˖⋆𖤐

ꔛ. meeting each other,

✧ what’s the most likely way for you two to meet?

you meet in a small town library that's weirdly busy for 11 p.m.—you’re researching something local and eerie, half for fun, half because you know something’s off. dean’s pretending he’s not casing the place for signs of a haunting. he notices you first. because you're talking to yourself about the layout of the old church on main street like it’s a crime scene. that gemini moon and mercury-leo combo? you talk out loud and boldly, and he’s immediately like: “who is this?”

✧ are you a hunter or a civilian?

you’re a civilian—but like, a researcher with teeth. your taurus mars and virgo venus give you that grounded, analytical edge. you dig deeper than anyone else would. dean’s used to civilians being liabilities… but you’re not a civilian, you’re an asset. he realizes that fast.

✧ what’s his first impression of you?

“hot librarian energy. smarter than she lets on. maybe smarter than me. dangerous.” your leo sun and mercury make you radiant and magnetic. your presence fills a room. you’re confident, charming, but not reckless. and your lilith in leo? yeah, you make him feel seen. it unnerves him.

ꔛ. friendship compatibility,

✧ how would the friendship be like?

solid. warm. teasing with hidden loyalty. he calls you “princess” and rolls his eyes when you talk about reading true crime before bed—but he listens to every word. you push him to try new things. he grounds you when your brain spirals into 30 open tabs worth of ideas. you exchange playlists, judge each other's coffee orders, and talk about trauma with jokes and deadpan delivery. it’s beautiful.

✧ how would it begin?

you accidentally help him crack a case. he begrudgingly admits it. you end up in his car for “just one ride to the station,” but somehow it becomes three hunts, shared takeout, and a mutual trauma bond.

✧ quirks and fun things about it:

✶ you both love karaoke, but he pretends not to. you catch him mouthing the words. he catches you filming it. ✶ car debates that get way too intense (“the best pie flavor” turned into a screaming match once). ✶ you organize the case files with color-coded tabs. he makes fun of it until it saves your lives. ✶ he gives you the aux. once.

ꔛ. romantic compatibility,

✧ are you compatible? is there a chance for friendship to develop into more?

oh god, yes. this is slow burn royalty. you’ve got the emotional intelligence he doesn’t know how to deal with. he’s got the ride-or-die loyalty you’ve always craved but rarely found. your leo sun/lilith + his leo rising/jupiter = spotlight lovers. people stare. and you like it.

✧ what type of relationship would it be?

protective. flirty. tender in the quietest ways. you bring warmth to his cold places. he makes you feel safe being vulnerable. there’s a lot of laughing between the heavy stuff. kisses in the front seat. fights that end in really good sex. it’s messy real—but deeply rooted.

✧ what are your love languages according to the charts?

✶ you: quality time + words of affirmation. your leo/venus/mercury placements mean you need to be adored and told so. ✶ him: acts of service + physical touch. he shows love by protecting and doing. you both crave loyalty and attention—but you express it in ways that are actually super compatible once you stop expecting the other to “just know.”

ꔛ. scenario, ₊˚⊹౨ what you’re like together ৎ ₊˚⊹

working together? chef’s kiss. you do the deep dives—researching lore, symbols, decoding journals. you love the library legwork. he handles the weapons, the bluffing, the muscle. but when the danger hits, you’re a damn force. taurus mars? you do not crumble under pressure. you trust him with your life. he trusts you to think fast and shoot faster.

favorite things to do together: ✶ driving with no destination, yelling lyrics to classic rock. ✶ karaoke duets (your go-to is "i got you babe"; his is "renegade"). ✶ picking motel rooms together and judging the wallpaper like snobs. ✶ late-night diner talks where you eat off his plate and he lets you.

as parents? oh. my god. you’re the structured chaos parent—routines, snacks, chore charts. he’s the soft chaos parent—impromptu road trips, sneaking them pie, helping with monster-hunting history like it's normal. together, you raise kids that are curious, grounded, and damn hard to mess with. your home is full of books, music, sass, and comfort. and pie.

bonus note? he’s never had stability. you give him that without ever taking his freedom. that’s everything to him.

ꔛ. overall, score : 9.3 / 10

this is found-family romance energy. this is enemies to besties to lovers done right. you push each other to be better, not just more. you speak your minds, but you also learn to listen. the sexual chemistry is off the charts. the emotional depth takes time, but once it’s there—it’s forever. if you can survive a few misunderstandings and the occasional stubborn standoff? you’re golden. like, actual goals.

ꔛ. navigation 𓂃˖ ࣪ all drabbles ; compatibility readings ; support my work .ᐟ

* since the birth time of dean hasn't ever been mentioned, I've placed him as a leo rising, since it's the sign that makes more sense to me.

[mostlysignssomeportents]

"Open" "AI" isn’t

Tomorrow (19 Aug), I'm appearing at the San Diego Union-Tribune Festival of Books. I'm on a 2:30PM panel called "Return From Retirement," followed by a signing:

https://www.sandiegouniontribune.com/festivalofbooks

The crybabies who freak out about The Communist Manifesto appearing on university curriculum clearly never read it – chapter one is basically a long hymn to capitalism's flexibility and inventiveness, its ability to change form and adapt itself to everything the world throws at it and come out on top:

https://www.marxists.org/archive/marx/works/1848/communist-manifesto/ch01.htm#007

Today, leftists signal this protean capacity of capital with the -washing suffix: greenwashing, genderwashing, queerwashing, wokewashing – all the ways capital cloaks itself in liberatory, progressive values, while still serving as a force for extraction, exploitation, and political corruption.

A smart capitalist is someone who, sensing the outrage at a world run by 150 old white guys in boardrooms, proposes replacing half of them with women, queers, and people of color. This is a superficial maneuver, sure, but it's an incredibly effective one.

In "Open (For Business): Big Tech, Concentrated Power, and the Political Economy of Open AI," a new working paper, Meredith Whittaker, David Gray Widder and Sarah B Myers document a new kind of -washing: openwashing:

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4543807

Openwashing is the trick that large "AI" companies use to evade regulation and neutralizing critics, by casting themselves as forces of ethical capitalism, committed to the virtue of openness. No one should be surprised to learn that the products of the "open" wing of an industry whose products are neither "artificial," nor "intelligent," are also not "open." Every word AI huxters say is a lie; including "and," and "the."

So what work does the "open" in "open AI" do? "Open" here is supposed to invoke the "open" in "open source," a movement that emphasizes a software development methodology that promotes code transparency, reusability and extensibility, which are three important virtues.

But "open source" itself is an offshoot of a more foundational movement, the Free Software movement, whose goal is to promote freedom, and whose method is openness. The point of software freedom was technological self-determination, the right of technology users to decide not just what their technology does, but who it does it to and who it does it for:

https://locusmag.com/2022/01/cory-doctorow-science-fiction-is-a-luddite-literature/

The open source split from free software was ostensibly driven by the need to reassure investors and businesspeople so they would join the movement. The "free" in free software is (deliberately) ambiguous, a bit of wordplay that sometimes misleads people into thinking it means "Free as in Beer" when really it means "Free as in Speech" (in Romance languages, these distinctions are captured by translating "free" as "libre" rather than "gratis").

The idea behind open source was to rebrand free software in a less ambiguous – and more instrumental – package that stressed cost-savings and software quality, as well as "ecosystem benefits" from a co-operative form of development that recruited tinkerers, independents, and rivals to contribute to a robust infrastructural commons.

But "open" doesn't merely resolve the linguistic ambiguity of libre vs gratis – it does so by removing the "liberty" from "libre," the "freedom" from "free." "Open" changes the pole-star that movement participants follow as they set their course. Rather than asking "Which course of action makes us more free?" they ask, "Which course of action makes our software better?"

Thus, by dribs and drabs, the freedom leeches out of openness. Today's tech giants have mobilized "open" to create a two-tier system: the largest tech firms enjoy broad freedom themselves – they alone get to decide how their software stack is configured. But for all of us who rely on that (increasingly unavoidable) software stack, all we have is "open": the ability to peer inside that software and see how it works, and perhaps suggest improvements to it:

https://www.youtube.com/watch?v=vBknF2yUZZ8

In the Big Tech internet, it's freedom for them, openness for us. "Openness" – transparency, reusability and extensibility – is valuable, but it shouldn't be mistaken for technological self-determination. As the tech sector becomes ever-more concentrated, the limits of openness become more apparent.

But even by those standards, the openness of "open AI" is thin gruel indeed (that goes triple for the company that calls itself "OpenAI," which is a particularly egregious openwasher).

The paper's authors start by suggesting that the "open" in "open AI" is meant to imply that an "open AI" can be scratch-built by competitors (or even hobbyists), but that this isn't true. Not only is the material that "open AI" companies publish insufficient for reproducing their products, even if those gaps were plugged, the resource burden required to do so is so intense that only the largest companies could do so.

Beyond this, the "open" parts of "open AI" are insufficient for achieving the other claimed benefits of "open AI": they don't promote auditing, or safety, or competition. Indeed, they often cut against these goals.

"Open AI" is a wordgame that exploits the malleability of "open," but also the ambiguity of the term "AI": "a grab bag of approaches, not… a technical term of art, but more … marketing and a signifier of aspirations." Hitching this vague term to "open" creates all kinds of bait-and-switch opportunities.

That's how you get Meta claiming that LLaMa2 is "open source," despite being licensed in a way that is absolutely incompatible with any widely accepted definition of the term:

https://blog.opensource.org/metas-llama-2-license-is-not-open-source/

LLaMa-2 is a particularly egregious openwashing example, but there are plenty of other ways that "open" is misleadingly applied to AI: sometimes it means you can see the source code, sometimes that you can see the training data, and sometimes that you can tune a model, all to different degrees, alone and in combination.

But even the most "open" systems can't be independently replicated, due to raw computing requirements. This isn't the fault of the AI industry – the computational intensity is a fact, not a choice – but when the AI industry claims that "open" will "democratize" AI, they are hiding the ball. People who hear these "democratization" claims (especially policymakers) are thinking about entrepreneurial kids in garages, but unless these kids have access to multi-billion-dollar data centers, they can't be "disruptors" who topple tech giants with cool new ideas. At best, they can hope to pay rent to those giants for access to their compute grids, in order to create products and services at the margin that rely on existing products, rather than displacing them.

The "open" story, with its claims of democratization, is an especially important one in the context of regulation. In Europe, where a variety of AI regulations have been proposed, the AI industry has co-opted the open source movement's hard-won narrative battles about the harms of ill-considered regulation.

For open source (and free software) advocates, many tech regulations aimed at taming large, abusive companies – such as requirements to surveil and control users to extinguish toxic behavior – wreak collateral damage on the free, open, user-centric systems that we see as superior alternatives to Big Tech. This leads to the paradoxical effect of passing regulation to "punish" Big Tech that end up simply shaving an infinitesimal percentage off the giants' profits, while destroying the small co-ops, nonprofits and startups before they can grow to be a viable alternative.

The years-long fight to get regulators to understand this risk has been waged by principled actors working for subsistence nonprofit wages or for free, and now the AI industry is capitalizing on lawmakers' hard-won consideration for collateral damage by claiming to be "open AI" and thus vulnerable to overbroad regulation.

But the "open" projects that lawmakers have been coached to value are precious because they deliver a level playing field, competition, innovation and democratization – all things that "open AI" fails to deliver. The regulations the AI industry is fighting also don't necessarily implicate the speech implications that are core to protecting free software:

https://www.eff.org/deeplinks/2015/04/remembering-case-established-code-speech

Just think about LLaMa-2. You can download it for free, along with the model weights it relies on – but not detailed specs for the data that was used in its training. And the source-code is licensed under a homebrewed license cooked up by Meta's lawyers, a license that only glancingly resembles anything from the Open Source Definition:

https://opensource.org/osd/

Core to Big Tech companies' "open AI" offerings are tools, like Meta's PyTorch and Google's TensorFlow. These tools are indeed "open source," licensed under real OSS terms. But they are designed and maintained by the companies that sponsor them, and optimize for the proprietary back-ends each company offers in its own cloud. When programmers train themselves to develop in these environments, they are gaining expertise in adding value to a monopolist's ecosystem, locking themselves in with their own expertise. This a classic example of software freedom for tech giants and open source for the rest of us.

One way to understand how "open" can produce a lock-in that "free" might prevent is to think of Android: Android is an open platform in the sense that its sourcecode is freely licensed, but the existence of Android doesn't make it any easier to challenge the mobile OS duopoly with a new mobile OS; nor does it make it easier to switch from Android to iOS and vice versa.

Another example: MongoDB, a free/open database tool that was adopted by Amazon, which subsequently forked the codebase and tuning it to work on their proprietary cloud infrastructure.

The value of open tooling as a stickytrap for creating a pool of developers who end up as sharecroppers who are glued to a specific company's closed infrastructure is well-understood and openly acknowledged by "open AI" companies. Zuckerberg boasts about how PyTorch ropes developers into Meta's stack, "when there are opportunities to make integrations with products, [so] it’s much easier to make sure that developers and other folks are compatible with the things that we need in the way that our systems work."

Tooling is a relatively obscure issue, primarily debated by developers. A much broader debate has raged over training data – how it is acquired, labeled, sorted and used. Many of the biggest "open AI" companies are totally opaque when it comes to training data. Google and OpenAI won't even say how many pieces of data went into their models' training – let alone which data they used.

Other "open AI" companies use publicly available datasets like the Pile and CommonCrawl. But you can't replicate their models by shoveling these datasets into an algorithm. Each one has to be groomed – labeled, sorted, de-duplicated, and otherwise filtered. Many "open" models merge these datasets with other, proprietary sets, in varying (and secret) proportions.

Quality filtering and labeling for training data is incredibly expensive and labor-intensive, and involves some of the most exploitative and traumatizing clickwork in the world, as poorly paid workers in the Global South make pennies for reviewing data that includes graphic violence, rape, and gore.

Not only is the product of this "data pipeline" kept a secret by "open" companies, the very nature of the pipeline is likewise cloaked in mystery, in order to obscure the exploitative labor relations it embodies (the joke that "AI" stands for "absent Indians" comes out of the South Asian clickwork industry).

The most common "open" in "open AI" is a model that arrives built and trained, which is "open" in the sense that end-users can "fine-tune" it – usually while running it on the manufacturer's own proprietary cloud hardware, under that company's supervision and surveillance. These tunable models are undocumented blobs, not the rigorously peer-reviewed transparent tools celebrated by the open source movement.

If "open" was a way to transform "free software" from an ethical proposition to an efficient methodology for developing high-quality software; then "open AI" is a way to transform "open source" into a rent-extracting black box.

Some "open AI" has slipped out of the corporate silo. Meta's LLaMa was leaked by early testers, republished on 4chan, and is now in the wild. Some exciting stuff has emerged from this, but despite this work happening outside of Meta's control, it is not without benefits to Meta. As an infamous leaked Google memo explains:

Paradoxically, the one clear winner in all of this is Meta. Because the leaked model was theirs, they have effectively garnered an entire planet's worth of free labor. Since most open source innovation is happening on top of their architecture, there is nothing stopping them from directly incorporating it into their products.

https://www.searchenginejournal.com/leaked-google-memo-admits-defeat-by-open-source-ai/486290/

Thus, "open AI" is best understood as "as free product development" for large, well-capitalized AI companies, conducted by tinkerers who will not be able to escape these giants' proprietary compute silos and opaque training corpuses, and whose work product is guaranteed to be compatible with the giants' own systems.

The instrumental story about the virtues of "open" often invoke auditability: the fact that anyone can look at the source code makes it easier for bugs to be identified. But as open source projects have learned the hard way, the fact that anyone can audit your widely used, high-stakes code doesn't mean that anyone will.

The Heartbleed vulnerability in OpenSSL was a wake-up call for the open source movement – a bug that endangered every secure webserver connection in the world, which had hidden in plain sight for years. The result was an admirable and successful effort to build institutions whose job it is to actually make use of open source transparency to conduct regular, deep, systemic audits.

In other words, "open" is a necessary, but insufficient, precondition for auditing. But when the "open AI" movement touts its "safety" thanks to its "auditability," it fails to describe any steps it is taking to replicate these auditing institutions – how they'll be constituted, funded and directed. The story starts and ends with "transparency" and then makes the unjustifiable leap to "safety," without any intermediate steps about how the one will turn into the other.

It's a Magic Underpants Gnome story, in other words:

Step One: Transparency

Step Two: ??

Step Three: Safety

https://www.youtube.com/watch?v=a5ih_TQWqCA

Meanwhile, OpenAI itself has gone on record as objecting to "burdensome mechanisms like licenses or audits" as an impediment to "innovation" – all the while arguing that these "burdensome mechanisms" should be mandatory for rival offerings that are more advanced than its own. To call this a "transparent ruse" is to do violence to good, hardworking transparent ruses all the world over:

https://openai.com/blog/governance-of-superintelligence

Some "open AI" is much more open than the industry dominating offerings. There's EleutherAI, a donor-supported nonprofit whose model comes with documentation and code, licensed Apache 2.0. There are also some smaller academic offerings: Vicuna (UCSD/CMU/Berkeley); Koala (Berkeley) and Alpaca (Stanford).

These are indeed more open (though Alpaca – which ran on a laptop – had to be withdrawn because it "hallucinated" so profusely). But to the extent that the "open AI" movement invokes (or cares about) these projects, it is in order to brandish them before hostile policymakers and say, "Won't someone please think of the academics?" These are the poster children for proposals like exempting AI from antitrust enforcement, but they're not significant players in the "open AI" industry, nor are they likely to be for so long as the largest companies are running the show:

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4493900

I'm kickstarting the audiobook for "The Internet Con: How To Seize the Means of Computation," a Big Tech disassembly manual to disenshittify the web and make a new, good internet to succeed the old, good internet. It's a DRM-free book, which means Audible won't carry it, so this crowdfunder is essential. Back now to get the audio, Verso hardcover and ebook:

http://seizethemeansofcomputation.org

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/2023/08/18/openwashing/#you-keep-using-that-word-i-do-not-think-it-means-what-you-think-it-means

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

[ui-alcoholic]

One of the most defining 16bit computers was introduced in June 1985.

ATARI ST 520

DESIGN HISTORY & STRATEGY

The Atari ST series was born in a turbulent time: Atari had just been acquired by Jack Tramiel, founder of Commodore, after leaving that company. Tramiel pushed for a quick-to-market product to compete with the Apple Macintosh and Commodore Amiga.

Development time: Less than one year — an aggressive schedule for a 16-bit GUI-based machine.

Initial models: The Atari 520ST was the first to ship, showcased at CES in 1985.

Innovative design: All-in-one casing (mainboard + keyboard), like the Amiga 500, but with better modularity (external floppy drive, monitor, etc.).

Former C=64 developer Shiraz Shivji led the design team. He tells a story about the Atari ST/Commodore Amiga history (source) "It is very interesting that the Warner Atari difficulties were due to Tramiel’s Commodore. The Commodore 64 was much more successful (I would say wildly successful) compared to the Atari Computers such as the 800 and the 400. We were also taking away sales from the video games division, the Atari 2600. Jay Miner was at Atari in the old days and was involved in the design of their products. He left Atari to design the Amiga. Atari had funded some of this effort and had an option to buy the Amiga. When we took over Atari in July 1984, the first order of business was to decide what to do with this option. The problem was that the Amiga was not quite ready and would need a lot of money to acquire. We decided to pass on Amiga, but this put enormous pressure on our own development team. Commodore, on the other hand, did not have an internally developed 32-bit graphics-oriented machine and did not have the confidence to develop the machine internally. They ended up buying Amiga for between $25-$30 million and spent a further $20 million or so and yet came out with a product a little after Atari. The roles were reversed, the Atari ST has a Commodore pedigree, while the Amiga has an Atari pedigree!"

MIDI AND MUSIC PRODUCTION

The 520ST included built-in MIDI ports — a revolutionary move. At the time, most other computers needed expensive third-party MIDI interfaces.

Key Software:

Steinberg Cubase – became the industry standard for MIDI sequencing.

Notator – early version of what later evolved into Logic Pro.

Pro 24, Dr. T's, and Hollis Trackman – widely used for composing, sequencing, and syncing synthesizers.

Used by Artists:

Fatboy Slim composed with the ST well into the 2000s.

Jean-Michel Jarre, Vangelis, The Chemical Brothers, and Underworld used it in studio setups.

Many studios kept an Atari ST just for MIDI due to its tight timing and reliability.

SOFTWARE ECOSYSTEM

TOS/GEM: A fast and responsive GUI OS that was very usable on 512KB of RAM.

Productivity apps:

Calamus DTP – high-quality desktop publishing

NeoDesk – an improved desktop GUI

GFA Basic – a powerful programming environment

Graphics tools:

Degas Elite, NeoChrome – pixel art, animation

Spectrum 512 – used clever tricks to display 512 colors

While the Amiga had better graphics and sound, many games were first developed for the ST, then ported to Amiga. Key games:

Dungeon Master – first-person RPG with real-time mechanics

Carrier Command, Starglider, Blood Money, Rick Dangerous

Flight simulators, strategy, and adventure games flourished

CULTURAL IMPACT

In Europe (especially the UK, Germany, France, and Hungary):

The ST became a cornerstone of bedroom coding, Demoscene, and music production.

Local software houses and users created a vibrant community around the machine.

The Atari ST was used in schools, small studios, and households well into the early '90s.

In education: The ST's affordability and easy-to-use software made it a favorite in European schools and computer labs.

DECLINE & LEGACY

By the early 1990s, the ST line was losing ground to IBM-compatible PCs and faster Amigas.

Later models like the STE, TT030, and Falcon 030 tried to revitalize the line, with limited success.

Atari shifted toward consoles (like the Jaguar) and left the computer market.

Long-term legacy:

The Atari ST's MIDI legacy lives on — it helped standardize digital music production workflows.

Many musicians and retrocomputing fans still collect and use STs today.

A vibrant retro software/demo scene remains active, especially in Europe.

[onesidedradiostatic]

Hear me out.

I've been thinking about this post : https://www.tumblr.com/onesidedradiostatic/745384039518814208/extremely-cursed-thought?source=share

And like, what if Alastor paid someone to make a mod of it where he's the horse (deer version)?

Like, he knows of Vox's obsession...so obviously he'd use it to his advantage right?

So is it so far fetched of him to have someone make a mod with a spyware that hacks the phone's camera while the game's playing?

Because there's no way Vox wouldn't play the mod, and that would make for some sweet sweet blackmail that Alastor could use to his benefit.

And if the person he pays also manages to make it so Vox's the only one with access to that mod Alastor would only benefit from it since nobody else could fantasize over his Mars Attack Deer edition body.

Hell, maybe it could be a bonding experience organised by Charlie to make up for Lucifer's commissions and Nifty's fanfics.

Lucifer makes the artwork, Nifty changes the plot to her (and Vox's) liking and Alastor supervises (and pukes).

(link in ask)

HELP I mean. I feel like it wouldn't be something alastor would initiate on his own, not because he wouldn't take advantage of vox, but because spyware is more modern technology and I'm not sure if he'd stoop to using modern technology just for this. and also, would he even know what spyware is? and aside from the modern tech, he'd have to agree to letting himself be....... presented in such a manner. not even necessarily the horse-deer thing I mean I'm sure he's presented himself in much more horrifying ways, but the fact that it's a DATING sim. like weigh the pros and cons, entertainment from seeing vox get trampled vs a bunch of things he fucking hates.

oh yeah I think alastor knows about vox's obsession but he doesn't know the romantic/sexual aspect of it at ALL.

but sure, let's take this as one of the hotel's plans post-finding-out about it however they do (as I've said in previous posts, whether it be through alastor recounting the Business Proposal(TM) to mock vox and the hotel being like "OOOOHHHHHhhhhHHHhhhHHh yeah alastor I think you may have misinterpreted that just a TINY bit" or finding out vox has been commissioning lucifer to make zesty art of him), I think it'd be more likely if it was like a hotel initiated plan as opposed to an alastor initiated one cause of the above factors LMAO. so yeah sure "bonding experience organised by Charlie to make up for Lucifer's commissions and Nifty's fanfics"

lucifer and niffty don't only contribute art and writing, they contribute the money going into the spyware development (unless anyone in the hotel actually has enough tech knowledge to develop one. and I was about to search up how to code spyware just for this but I was worried I may end up on a list). and yes alastor pukes.

realistically. I do think vox's digital security is strong enough for him to counter spyware/digital attacks (which is why I think an actual physical distraction for vox while the hotel does whatever is more effective) but I think it'd be funny if he like got so distracted by the surprisingly high quality mod that he didn't realise his system's anti viruses going off until the hotel got a good chunk of him enjoying the game more than he should've (and he gets made fun of for it by velvette forever but also gets scolded by her for not noticing the spyware sooner and he's lucky he didn't leak too much essential vee stuff during it) and he then swiftly removes the spyware from the code and just keeps the mod so he can keep playing it because for some reason the hotel crew got like really into its development and it's actually a very high quality fully-functional mod, and he lets no one find out that he kept it (or at least attempts to).

[doubleddenden]

I see some people worrying that the Teraleak will cause Pokemon projects to be delayed or canceled (thanks to a fake leaker who lost his credibility trying to stir the pot like usual), especially ZA.

I'm not a leaker with inside info, I'm not a TPC employee, I'm just a lifelong fan like many others- just to preface this.

My opinion is this, for what little it may matter: I don't think any game projects are in any rush to be canceled or completely restarted from scratch. This leak is huge and does cover other facets of the franchise like anime and movies- those could be possibly affected, but I'd say the chances of anything deep in development being outright canceled is near zero- not impossible, but very low.

Imo the worst that may end up happening across the board is that stories in the works may need to be rewritten, characters planned reworked, certain new Pokemon or forms shelved for later or permanently jailed like other beta Pokemon, or maybe get delayed a bit longer than what they normally would have.

That being said, there's something very important people need to realize about this: Pokemon isn't a passion project, it's a franchise that makes more money than any other. They are a business that makes products to be bought, watched, consumed, all in pursuit of appeasing people in suits who like money. That sounds like a cold take to some, and I'm sure there are plenty involved that are passionate about their work, but money is the MAIN objective here- I think we can all see why SV released so early despite clearly being unfinished with that understanding.

In other words, there are billions of dollars tied into a lot of projects going on. Shareholders and investors will want their money back and extra. Employees need to be paid for their hard work, and while the games don't make nearly as much as mobile games or merch, that's still a pretty heavy billion or more dollars earned with each release, quality not really important. This year, they're banking on merch, tcg, mobile games, and especially TCG pocket to help make up for the gap year.

However that still leaves the next year or two. They are balls deep in ZA and gen 10 production right now, it is literally too late to turn back now or risk SV but WORSE, and to drop it all because of a leak is tantamount to lighting billions of dollars ablaze and shooting your own ass with a pistol.

A source code and a possible PC build being out there can lose a little money, but let's be real: most Pokemon games have leaked before their scheduled launch date to be available for some form of Piracy. I can attest that this has been the case since- from my own memory- HGSS's and BW's initial releases. In recent times, SwSh and SV both were being emulated days and weeks before commercial launch.

And you know what happened? They still made so much money that the more recent games have collectively sold more than most of the older gens.

Sure, you can emulate, you could try the pc build if it ever leaks- but the pc build supposedly requires specific specs to play- in other words, it is most likely a dev build meant for simulating the Switch or Switch 2 specifications. Emulating is harder to do the more recent a game is, and not all pcs are made for it in general (my "gaming" pc can play plenty of Steam Games just fine, but it absolutely shits itself trying to run an RPGmaker game or trying to emulate anything more complex than the gba or n64). Even then, most fans would prefer to play the games on original hardware because it simply WORKS the best and as close to intended as possible, and it is just easier to buy a game than figure out how to get just the right settings to run a Switch game at lower fps and overall quality, let alone find a source for a game that doesn't come preloaded with a virus or a tracker to get you fined. In other words, people who emulate are probably a very small percentage of the total player base, and people who would emulate a more recent Pokemon game are probably smaller in that group. And let's be real- the people who will emulate were already planning to anyway.

Let's be clear- a source code can be worked wonders with... if you have the time and know how to figure out how to do it and THEN the time and know how to also do it. If you're a game studio and it is your JOB to work with it, you get paid to do so for many hours a day. If you're a fan trying to get a game to run natively on pc or other devices, you're most likely going to be doing this while you're off work or dealing with other life commitments, and it'll still probably take more time than if you were someone who originally made it.

Here's 1 more important thing: yes, this is probably the earliest a Pokemon game project has gotten leaked, but A. It is not leaking to the public YET other than 2 or 3 small bread crumbs that barely mean anything OOC and only stated by the one guy who has it. B. Although ZA is playable, even the Leaker himself said that the game still needs to have more side quests and things worked on. It's not the final product yet, in other words, meaning even if he did go back on his word and leak everything, there will still be things missing they haven't added as of August of 2024 when GF was breached. That definitely includes Pokemon, plot lines, etc.

All of this being said- people will buy the games. Simple as that. That's guaranteed money. That's money they want and need. So what this means overall is that ZA and gen 10 will most likely not be canceled- least of all as a way to "punish" fans for the actions of 1 guy.

A delay, perhaps? Well, all we know about ZA's release window is what we've already been told: 2025. That's it. No point in 2025, just the year, anywhere from January to December. If they decide to redo huge portions of the story- which I doubt they'll erase too much- we probably won't even know about it until the next big leak (which if gf have half a brain they'll invest more in their cyber security, if nothing else than for their own safety) or unless we are told to our faces by them directly, which I doubt. Any delays will strictly be internal rather than on our end- maybe they'll need to delay from April to November of 2025 for ZA, but we don't know that because all we know is 2025!

In simple words, if something changes, we won't know anything until after the fact. We won't see a difference from our perspective until later, like how we're now discovering a bunch of new gen 3 and a few gen 5 beta Pokemon 22 to 15 years after the fact. Worst outcome is maybe they'll cut content and blame the leak- but let's be real, they cut content anyway because of anything from time constraints to "kids and their smart phones."

It'll be fine. Don't stress about that.

[krunal-vyas]

Hire Dedicated Developers in India Smarter with AI

Hire dedicated developers in India smarter and faster with AI-powered solutions. As businesses worldwide turn to software development outsourcing, India remains a top destination for IT talent acquisition. However, finding the right developers can be challenging due to skill evaluation, remote team management, and hiring efficiency concerns. Fortunately, AI recruitment tools are revolutionizing the hiring process, making it seamless and effective.

In this blog, I will explore how AI-powered developer hiring is transforming the recruitment landscape and how businesses can leverage these tools to build top-notch offshore development teams.

Why Hire Dedicated Developers in India?

1) Cost-Effective Without Compromising Quality:

Hiring dedicated developers in India can reduce costs by up to 60% compared to hiring in the U.S., Europe, or Australia. This makes it a cost-effective solution for businesses seeking high-quality IT staffing solutions in India.

2) Access to a Vast Talent Pool:

India has a massive talent pool with millions of software engineers proficient in AI, blockchain, cloud computing, and other emerging technologies. This ensures companies can find dedicated software developers in India for any project requirement.

3) Time-Zone Advantage for 24/7 Productivity:

Indian developers work across different time zones, allowing continuous development cycles. This enhances productivity and ensures faster project completion.

4) Expertise in Emerging Technologies:

Indian developers are highly skilled in cutting-edge fields like AI, IoT, and cloud computing, making them invaluable for innovative projects.

Challenges in Hiring Dedicated Developers in India

1) Finding the Right Talent Efficiently:

Sorting through thousands of applications manually is time-consuming. AI-powered recruitment tools streamline the process by filtering candidates based on skill match and experience.

2) Evaluating Technical and Soft Skills:

Traditional hiring struggles to assess real-world coding abilities and soft skills like teamwork and communication. AI-driven hiring processes include coding assessments and behavioral analysis for better decision-making.

3) Overcoming Language and Cultural Barriers:

AI in HR and recruitment helps evaluate language proficiency and cultural adaptability, ensuring smooth collaboration within offshore development teams.

4) Managing Remote Teams Effectively:

AI-driven remote work management tools help businesses track performance, manage tasks, and ensure accountability.

How AI is Transforming Developer Hiring

1. AI-Powered Candidate Screening:

AI recruitment tools use resume parsing, skill-matching algorithms, and machine learning to shortlist the best candidates quickly.

2. AI-Driven Coding Assessments:

Developer assessment tools conduct real-time coding challenges to evaluate technical expertise, code efficiency, and problem-solving skills.

3. AI Chatbots for Initial Interviews:

AI chatbots handle initial screenings, assessing technical knowledge, communication skills, and cultural fit before human intervention.

4. Predictive Analytics for Hiring Success:

AI analyzes past hiring data and candidate work history to predict long-term success, improving recruitment accuracy.

5. AI in Background Verification:

AI-powered background checks ensure candidate authenticity, education verification, and fraud detection, reducing hiring risks.

Steps to Hire Dedicated Developers in India Smarter with AI

1. Define Job Roles and Key Skill Requirements:

Outline essential technical skills, experience levels, and project expectations to streamline recruitment.

2. Use AI-Based Hiring Platforms:

Leverage best AI hiring platforms like LinkedIn Talent Insightsand HireVue to source top developers.

3. Implement AI-Driven Skill Assessments:

AI-powered recruitment processes use coding tests and behavioral evaluations to assess real-world problem-solving abilities.

4. Conduct AI-Powered Video Interviews:

AI-driven interview tools analyze body language, sentiment, and communication skills for improved hiring accuracy.

5. Optimize Team Collaboration with AI Tools:

Remote work management tools like Trello, Asana, and Jira enhance productivity and ensure smooth collaboration.

Top AI-Powered Hiring Tools for Businesses

LinkedIn Talent Insights — AI-driven talent analytics

HackerRank — AI-powered coding assessments

HireVue — AI-driven video interview analysis

Pymetrics — AI-based behavioral and cognitive assessments

X0PA AI — AI-driven talent acquisition platform

Best Practices for Managing AI-Hired Developers in India

1. Establish Clear Communication Channels:

Use collaboration tools like Slack, Microsoft Teams, and Zoom for seamless communication.

2. Leverage AI-Driven Productivity Tracking:

Monitor performance using AI-powered tracking tools like Time Doctor and Hubstaff to optimize workflows.

3. Encourage Continuous Learning and Upskilling:

Provide access to AI-driven learning platforms like Coursera and Udemy to keep developers updated on industry trends.

4. Foster Cultural Alignment and Team Bonding:

Organize virtual team-building activities to enhance collaboration and engagement.

Future of AI in Developer Hiring

1) AI-Driven Automation for Faster Hiring:

AI will continue automating tedious recruitment tasks, improving efficiency and candidate experience.

2) AI and Blockchain for Transparent Recruitment:

Integrating AI with blockchain will enhance candidate verification and data security for trustworthy hiring processes.

3) AI’s Role in Enhancing Remote Work Efficiency:

AI-powered analytics and automation will further improve productivity within offshore development teams.

Conclusion:

AI revolutionizes the hiring of dedicated developers in India by automating candidate screening, coding assessments, and interview analysis. Businesses can leverage AI-powered tools to efficiently find, evaluate, and manage top-tier offshore developers, ensuring cost-effective and high-quality software development outsourcing.

Ready to hire dedicated developers in India using AI? iQlance offers cutting-edge AI-powered hiring solutions to help you find the best talent quickly and efficiently. Get in touch today!