#Project based learning process

[flickeringflame216]

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[gamebunny-advance]

Dang, sorry to hear the plans with international shipping isn't working out too good. I adore the keychains! They're fun and cute, and I think maybe it was just some bad luck due to some recent events? Still hope you are doing well

I'm glad that you've enjoyed yours, so thanks for the kind the words~

I think it's a combination of bad timing and relevancy~ Even if things weren't as bad economically as they are now, NSR doesn't really have *that* much relevance these days, and took me nearly a year after the initial announcement to even get the store up. It's more than likely that a good chunk of the folks that were interested at the time of the announcement probably aren't interested now~ (And a sizeable percentage of those people were international fans who can't buy one now, even if they wanted to~)

It is what it is~ As an experience, I'm glad I got to do this, but aside from seeing this through to the end, it's hard to say that this project was a success ^^;

In the future, I'll probably try to invest in more "evergreen" kind of products (original designs and the like) so I don't have to depend so much on fandom interest to keep me afloat ^^

[silentwalrus1]

I like to think about what if the Kaminoans just, fucked all the way up and made the clones telepaths on purpose.

Kamino is in the Rishi maze, the equivalent of total buttfuck nowhere. This is like a cattle processing plant in rural Montana manufacturing an order for Shenzhen as outlined by a third party intermediary from Monaco who keeps contact with neither production nor “client” and nobody’s first language is Basic. Jedi are like, totally psychic right? Right. Psychic army for psychic clients, sounds right, checks out. There are whole ass telepathic alien species out there, some of which are also Jedi. Why would they want NON-psychic clones. Get it done, Tally Ho or Nala Says or whatever her name is. Chop chop.

Cue like seven years into production and the Kaminoan project leads are starting to get some… inklings…. that maybe some of the deliverable specs were perhaps not so much well-researched as based off cross-galactic hearsay some underpaid analysts pulled off space reddit. This is a business, okay? You’re not gonna make profit manufacturing two million units of fucking anything if you treat it like a luxury product, but especially not if the product has goddamn childhood development & socialization needs. Of fucking course some shit maybe slipped through the cracks. What are we supposed to fucking do now, Lama goddamn Sue sir, tell the Jedi or the pickled fucking Sith that oopsie woopsie, we got the specs wrong half a decade in and have to start over again?

No. No we are not. We are going to lie our fucking semi-aquatic asses off, is what we’re gonna do, and so will you clones if you know what’s good for you. NONE of you are fucking psychic, and you never were. Got that? Understood?

Fast forward to Jedi pickup D-Day and every time anyone with a lightsaber gets within aural biosystem of choice distance the clones immediately start loudly and dutifully Having Conversations.

Hello Commander Sir, It Is I, Trooper McSoldierClone, What A Weather It Is Today, Ha Ha? Over. Yes Indeed McTrooper One Two Three Four, I Am Agree, Now Here Is An Order To Follow Which I Am Vociferously Giving You, Acknowledge Orally, Over. Every clone making rock-hard sweating eye contact like don’t fuck it up as they mentally chant encouragement and script notes and jeering performance feedback at each other. Cadets trooping to fucking speech practice to learn speaking out loud with all the enthusiasm and skill of the average white suburban Floridian teenager taking their fifth mandatory Spanish 1 class. The jedi are like damn these poor asylum grown freaks are so unsocialized and uncomfortable around us, Their Owners, this is so tragic and horrid and unfortunate and meanwhile every clone standing silently in formation is mentally spectating the 400-person telepathic tetris team sport they invented with the same vibes as a football world cup back alley street party complete with official & unofficial betting pools and expert panel commentary

[todropscience]

CAN FISH RECOGNIZE INDIVIDUAL HUMANS IN THE WILD?

The ability to recognize individual humans is often associated with mammals and birds, yet research suggests that some fish are also capable of this cognitive feat. While diving in the Mediterranean Sea, a team of scientists observed something intriguing: every field season, they were followed by groups of local fish known as pargo or dorado, stealing food intended to reward other fish in their experiments.

In controlled experiments, wild saddled sea bream (Oblada melanura) and black sea bream (Spondyliosoma cantharus), were trained to follow a human diver to obtain a food reward. Remarkably, they can differentiate between dozens of individuals with high success rates, even when superficial features such as colour or brightness are altered. This suggests that their recognition is based on specific patterns rather than simple visual cues. Similar capabilities have been observed in cleaner fish (Labroides dimidiatus), which adjust their behaviour depending on whether they recognize a familiar diver, implying that this skill might have adaptive benefits in natural environments.

-Maëlan Tomasek (Max Planck Institute of Animal Behavior), one of the study's authors, next to a wild fish. The researchers found that wild fish start to follow humans for food and are able to identify individual divers by their clothing.

If fish in the wild can recognize individual humans, the implications extend beyond academic curiosity. Species frequently interacting with humans—such as those in ecotourism settings or research projects—may learn to associate specific individuals with positive or negative experiences. This has been observed in sharks, where some individuals appear to recognize divers who regularly feed or tag them, approaching more readily or avoiding interactions depending on past encounters. Understanding these cognitive abilities could inform conservation strategies by highlighting the impact of repeated human interactions on fish behaviour.

Despite these insights, much remains unknown about how fish process facial recognition and whether this ability is widespread across different taxa. Future research will need to examine whether this recognition occurs naturally in the wild without training and how it influences social interactions within fish populations. As we continue to challenge outdated assumptions about fish intelligence, it becomes increasingly clear that their cognitive world is far more complex than previously thought.

GIF: Trained fishes following diver

Reference (Open Access): Maëlan et al., 2025. Fish use visual cues to recognize individual divers. Biol. Lett.

[ms-demeanor]

Why reblog machine-generated art?

When I was ten years old I took a photography class where we developed black and white photos by projecting light on papers bathed in chemicals. If we wanted to change something in the image, we had to go through a gradual, arduous process called dodging and burning.

When I was fifteen years old I used photoshop for the first time, and I remember clicking on the clone tool or the blur tool and feeling like I was cheating.

When I was twenty eight I got my first smartphone. The phone could edit photos. A few taps with my thumb were enough to apply filters and change contrast and even spot correct. I was holding in my hand something more powerful than the huge light machines I'd first used to edit images.

When I was thirty six, just a few weeks ago, I took a photo class that used Lightroom Classic and again, it felt like cheating. It made me really understand how much the color profiles of popular web images I'd been seeing for years had been pumped and tweaked and layered with local edits to make something that, to my eyes, didn't much resemble photography. To me, photography is light on paper. It's what you capture in the lens. It's not automatic skin smoothing and a local filter to boost the sky. This reminded me a lot more of the photomanipulations my friend used to make on deviantart; layered things with unnatural colors that put wings on buildings or turned an eye into a swimming pool. It didn't remake the images to that extent, obviously, but it tipped into the uncanny valley. More real than real, more saturated more sharp and more present than the actual world my lens saw. And that was before I found the AI assisted filters and the tool that would identify the whole sky for you, picking pieces of it out from between leaves.

You know, it's funny, when people talk about artists who might lose their jobs to AI they don't talk about the people who have already had to move on from their photo editing work because of technology. You used to be able to get paid for basic photo manipulation, you know? If you were quick with a lasso or skilled with masks you could get a pretty decent chunk of change by pulling subjects out of backgrounds for family holiday cards or isolating the pies on the menu for a mom and pop. Not a lot, but enough to help. But, of course, you can just do that on your phone now. There's no need to pay a human for it, even if they might do a better job or be more considerate toward the aesthetic of an image.

And they certainly don't talk about all the development labs that went away, or the way that you could have trained to be a studio photographer if you wanted to take good photos of your family to hang on the walls and that digital photography allowed in a parade of amateurs who can make dozens of iterations of the same bad photo until they hit on a good one by sheer volume and luck; if you want to be a good photographer everyone can do that why didn't you train for it and spend a long time taking photos on film and being okay with bad photography don't you know that digital photography drove thousands of people out of their jobs.

My dad told me that he plays with AI the other day. He hosts a movie podcast and he puts up thumbnails for the downloads. In the past, he'd just take a screengrab from the film. Now he tells the Bing AI to make him little vignettes. A cowboy running away from a rhino, a dragon arm-wrestling a teddy bear. That kind of thing. Usually based on a joke that was made on the show, or about the subject of the film and an interest of the guest.

People talk about "well AI art doesn't allow people to create things, people were already able to create things, if they wanted to create things they should learn to create things." Not everyone wants to make good art that's creative. Even fewer people want to put the effort into making bad art for something that they aren't passionate about. Some people want filler to go on the cover of their youtube video. My dad isn't going to learn to draw, and as the person who he used to ask to photoshop him as Ant-Man because he certainly couldn't pay anyone for that kind of thing, I think this is a great use case for AI art. This senior citizen isn't going to start cartooning and at two recordings a week with a one-day editing turnaround he doesn't even really have the time for something like a Fiverr commission. This is a great use of AI art, actually.

I also know an artist who is going Hog Fucking Wild creating AI art of their blorbos. They're genuinely an incredibly talented artist who happens to want to see their niche interest represented visually without having to draw it all themself. They're posting the funny and good results to a small circle of mutuals on socials with clear information about the source of the images; they aren't trying to sell any of the images, they're basically using them as inserts for custom memes. Who is harmed by this person saying "i would like to see my blorbo lasciviously eating an ice cream cone in the is this a pigeon meme"?

The way I use machine-generated art, as an artist, is to proof things. Can I get an explosion to look like this. What would a wall of dead computer monitors look like. Would a ballerina leaping over the grand canyon look cool? Sometimes I use AI art to generate copyright free objects that I can snip for a collage. A lot of the time I use it to generate ideas. I start naming random things and seeing what it shows me and I start getting inspired. I can ask CrAIon for pose reference, I can ask it to show me the interior of spaces from a specific angle.

I profoundly dislike the antipathy that tumblr has for AI art. I understand if people don't want their art used in training pools. I understand if people don't want AI trained on their art to mimic their style. You should absolutely use those tools that poison datasets if you don't want your art included in AI training. I think that's an incredibly appropriate action to take as an artist who doesn't want AI learning from your work.

However I'm pretty fucking aggressively opposed to copyright and most of the "solid" arguments against AI art come down to "the AIs viewed and learned from people's copyrighted artwork and therefore AI is theft rather than fair use" and that's a losing argument for me. In. Like. A lot of ways. Primarily because it is saying that not only is copying someone's art theft, it is saying that looking at and learning from someone's art can be defined as theft rather than fair use.

Also because it's just patently untrue.

But that doesn't really answer your question. Why reblog machine-generated art? Because I liked that piece of art.

It was made by a machine that had looked at billions of images - some copyrighted, some not, some new, some old, some interesting, many boring - and guided by a human and I liked it. It was pretty. It communicated something to me. I looked at an image a machine made - an artificial picture, a total construct, something with no intrinsic meaning - and I felt a sense of quiet and loss and nostalgia. I looked at a collection of automatically arranged pixels and tasted salt and smelled the humidity in the air.

I liked it.

I don't think that all AI art is ugly. I don't think that AI art is all soulless (i actually think that 'having soul' is a bizarre descriptor for art and that lacking soul is an equally bizarre criticism). I don't think that AI art is bad for artists. I think the problem that people have with AI art is capitalism and I don't think that's a problem that can really be laid at the feet of people curating an aesthetic AI art blog on tumblr.

Machine learning isn't the fucking problem the problem is massive corporations have been trying hard not to pay artists for as long as massive corporations have existed (isn't that a b-plot in the shape of water? the neighbor who draws ads gets pushed out of his job by product photography? did you know that as recently as ten years ago NewEgg had in-house photographers who would take pictures of the products so users wouldn't have to rely on the manufacturer photos? I want you to guess what killed that job and I'll give you a hint: it wasn't AI)

Am I putting a human out of a job because I reblogged an AI-generated "photo" of curtains waving in the pale green waters of an imaginary beach? Who would have taken this photo of a place that doesn't exist? Who would have painted this hypersurrealistic image? What meaning would it have had if they had painted it or would it have just been for the aesthetic? Would someone have paid for it or would it be like so many of the things that artists on this site have spent dozens of hours on only to get no attention or value for their work?

My worst ratio of hours to notes is an 8-page hand-drawn detailed ink comic about getting assaulted at a concert and the complicated feelings that evoked that took me weeks of daily drawing after work with something like 54 notes after 8 years; should I be offended if something generated from a prompt has more notes than me? What does that actually get the blogger? Clout? I believe someone said that popularity on tumblr gets you one thing and that is yelled at.

What do you get out of this? Are you helping artists right now? You're helping me, and I'm an artist. I've wanted to unload this opinion for a while because I'm sick of the argument that all Real Artists think AI is bullshit. I'm a Real Artist. I've been paid for Real Art. I've been commissioned as an artist.

And I find a hell of a lot of AI art a lot more interesting than I find human-generated corporate art or Thomas Kincaid (but then, I repeat myself).

There are plenty of people who don't like AI art and don't want to interact with it. I am not one of those people. I thought the gay sex cats were funny and looked good and that shitposting is the ideal use of a machine image generation: to make uncopyrightable images to laugh at.

I think that tumblr has decided to take a principled stand against something that most people making the argument don't understand. I think tumblr's loathing for AI has, generally speaking, thrown weight behind a bunch of ideas that I think are going to be incredibly harmful *to artists specifically* in the long run.

Anyway. If you hate AI art and you don't want to interact with people who interact with it, block me.

[xitsensunmoon]

My first ever comic con! And first cosplay too. Of course it's gonna be my boy :] Ramblings about the process are under the cut(Let me know if?? You would want me to elaborate with process images for any of the steps?)

The costume took me forever to make, as I've never done any machine sewing, sculpting, fabric dying or spray painting before but learning all of these was so fucking fun!! I never realised just how many different skills go into making a cosplay but it was so worth it!!!

Almost all of the clothes(except the hat) were purchased first as bases, but all of the detailing was added by me. All of the fabric used was originally just scraps that I was given for free so I needed to learn how to dye and dye all of the stars, they were originally white.

The sewing machine was its own beast that brought me tons of frustration from the lack of skill and knowledge (it was devastating to find out that 95% of fuck ups were my fault and not the machine's lmao). But as a result, a hat sewn from scratch, all of the fur trims, embroidery on the corset, stars and the collar(which is very hard to see on the pictures unfortunately) was all added manually. The stars and the stripes(on the back of the cape) were attached using heat-and-bond adhesive (I WISH I knew about such thing just when I started working on this. It would save me so much time and nerves.)

Then I found out about polymorph(mouldable plastic) and it has become the next thing I wanted to learn, to sculpt the claws and the fangs(yes, they're handmade jfksjs). The claws I then primed and painted in trillion coats because I wasn't satisfied with the colour of the spray paint. The fangs I moulded to my own teeth and then stained with tea to match the colour of my teeth :)c

As for makeup, I used Mehron Paradise water activated paints. At first I wanted to try to save money and bought myself Snazaroo instead, which unfortunately turned out to be a waste. Snazaroo didn't hold on my face for longer than 2 hours, cracking and peeling awfully. Mehron on the other hand survived 11 hours of me smiling, talking, emoting and such and didn't even crease at the smile lines(I'm actually shocked about that). It obviously works like any other makeup which means your skin texture and wrinkles won't go anywhere but Mehron's elasticity pleasantly surprised me. It did obviously smear from sweat and saliva(if you're eating and licking your lips) but if you don't touch the skin it just dries again, self setting. But if it's dry it's fully smear-proof. Highly recommend!

And last but not least, I've decided against painting my hands as it was very risky that I will stain everything I touch at the smallest hint of sweat. So instead I got myself gloves-tights(? Not sure how they're called but it's made from the same fabric as tights) and painted them with normal acrylic paint(did you know you could dye fabric with acrylic paint? I personally didn't), then heat set with an iron and voilà, they're reusable, my hands are not stained after an exhausting day and I don't stain everything I touch. It worked wonderfully which honestly was a surprise as I was really sceptical that acrylic paint will somehow stay in place.

I think this whole thing took me minimum of 6 months with big-big breaks for my school and life in general. But I'm really proud! This project taught me so many new skills and I couldn't have been happier about learning new knowledge, even if it sucked to fail in the meantime.

Everyone at the con was really nice and gave me a large confidence boost even tho it was my first time and I had no idea what I was doing. Taking photos with other people was really awkward/new for me as I hate cameras so I really had no idea how to pose/behave in front of one. But that's okay I think. This whole experience definitely made me want to do this again, so I think that will come with experience. Thank you for reading this far, hope you enjoyed this little summary :)

[calocreek]

OK here it is, a ton of 'production' stuff for the Hot Guy Comic Zine! I've never been part of a project like this. Even though I was working on my comic mostly solo (shout-out to my editor Violet!), the world-building and story arc planning was completely collaborative. For example:

We started out on the world-building by voting on character's superpowers! Plenty of powers were almost unanimously agreed on, but Cuteguy was a HUGE campaign. We were pretty much 50/50 split between can fly/can't fly. Propaganda was exchanged LOL, like this piece where I campaigned for limited flying capabilities 😂 And thats what we ended up settling on!

From there we worked on a ton of brainstorming/world-building that I mostly spectated with an occasional doodle like these haha. I'm new to such elaborate AUs!

Pitch time!! I had pitches for each era and they were all pretty light and banter-y, so my year 1 pitch ended up fitting the vibe the best. My original pitch was 'HG + CG learn some key things about each other and plan to set up a base they can use together.' But when I started my script, I got really caught up in how they were navigating a partnership without knowing each others identities. The more I wrote through that, the more I wanted my story to be ABOUT that! So thats where my script started coming together.

Designs! I'm definitely not a confident costume designer. I was trying to go for low-tech + practical since it was early in their careers, and of course, easy to draw 😂

Process went more or less like this! Full color comics take a LONG TIME but it was a total labor of love. I had the graffiti bgs in mind from the very start since I knew it was dialogue heavy, I wanted to make sure the art was interesting and worth spending time looking at. Oh lord did I get carried away. I'm OBSESSED with the symbolism the fandom has put to the life series and so I tried to sneak in as much meaningful symbolism as possible. AND THE RESULT:

Guess I did pretty well! 😂😂😂

Anyway, I can't overstate how proud I feel to have gotten to work on this project. My whole goal as a hobbyist is to get to work with other artists I look up to and respect so this was a dream come true! Thank you everyone for reading, for 15k downloads (!!!), and for just being an awesomely creative fandom space to make art in! I hope to do more stuff like this again some day 💕

[jangillman]

To all the "Hands Off" Protesters (Democrats):

We are currently at a critical juncture with a national debt of $36.5 trillion, increasing by $2 trillion each year. This is a critical issue, and most experts are warning us that we have relatively few years left to take decisive action before America faces a financial crisis that would have catastrophic consequences for this country and the world.

Amid all your protests, the burning of Teslas, and your petulant vitriol, one crucial element is glaringly missing: any plan to cut government spending. Instead, your goal appears to be to spend even more.

We finally have leaders in President Trump and Elon Musk who are courageous enough to finally focus on sustainable spending practices that are critical to avoid risking our economic future. Time is of the essence—instead of being in the way, let’s act together before it’s too late.

If not...

HANDS OFF - my tax dollars, which were not intended for your pet projects and the corrupt, virtue-signaling Socialists who spew the garbage you all take as gospel. It’s not a slush fund and a money laundering operation through left-wing NGO's to make politicians rich.

HANDS OFF - my child at school. Teach them the basics of reading, writing, and arithmetic. They are not there to be indoctrinated into your Marxist ideologies.

HANDS OFF - trying to force American women and girls to compete against biological men, and then adding insult to injury, forcing them to change and shower in front of them. Stop forcing your fu@ked up theories on the rest of us.

HANDS OFF - all the property you destroy in the name of whatever cause you’re supporting that given week. Other people’s vehicles are not yours to destroy. Neither are statues or all the other s#it you light on fire.

HANDS OFF - our college campuses. Decent kids are there to learn. Free speech is protected. Violence, intimidation, and taking over buildings are not. By the way, if your cause is so just, take off the masks and show yourself. Cowards one and all.

HANDS OFF - our president, who was duly elected to clean up the mess y’all created. We sat by and watched as you supported a puppet who was practically dead. It damn near destroyed the nation. Financially, from a security standpoint, and morally.

HANDS OFF - to all the federal district judges. Your power does not supersede the executive branch. And, stop using Lawfare by going after your political opponents.

HANDS OFF - our ICE Agents, who are taking violent gang bangers out of our country and forcing people who want to come here to do so legally. It should be the only way. Period. End of story.

HANDS OFF - our Free Speech rights. For years, you have used the process of cancelling people who simply wanted to express their own ideas. In your world, you think free speech can only be allowed if it agrees with your screwed up ideologies.

HANDS OFF - the American family. You have done everything possible to destabilize the concept of families because you believe that our ultimate allegiance should be to the government.

HANDS OFF - from imposing your Marxist views of Critical Race Theory (CRT) and the methods you’ve used to implement them through Diversity, Equity, and Inclusion (DEI). Most Americans are compassionate individuals who believe in judging people based on their character rather than the color of their skin.

These principles are what the vast majority of Americans voted for.

You don’t like it, be like that slob Rosie O'Donnell and move to Europe, which is being taken over by radical Islam.

So, to borrow your stupid little slogan…. Hands Off...

Love,

MAGA Country...

[learnwithotos]

https://oneteacheronescientist.com/about-us/

[matrix-fairy]

Divine Talent

In the Matrix Destiny chart, I will be sharing a thread about the talent arcana energies, which is the position you most frequently ask about. The spot marked with X on the map is what we call divine talent, which represents the talents your soul is inherently born with in this life.

1 - You have many ideas and can generate ideas easily. When activated positively, you have the potential to succeed in whatever you touch.

2 - You can understand other people's motivations, that is, you can grasp why they do what they do at a glance. This gives you esoteric abilities.

3 - You have a good taste and a high sense of aesthetics. You have the ability to expand; you can turn a small task into big projects.

4 - You excel in team management and establishing authority. You have a strong talent for attracting money. If money isn’t coming to you, it means you are activating this area negatively.

5 - You have a talent for learning and teaching. You can master anything and explain everything you know in a way the other side can understand.

6 - Your communication skills and sincerity stand out. You are someone people come to for advice, trust what you say, and listen to your words.

7 - You have the ability to progress quickly in any job, reach your desired goals, and inspire change in both yourself and those around you.

8 - It's hard, if not impossible, for others to lie to you. You can approach everything objectively. You can achieve balance and harmony.

9 - You are more mature than your age, and this grants you wisdom. You have the ability to achieve your inner goals (knowing yourself, realizing your dreams and desires) on your own.

10 - This is a placement that brings luck. You have the talent to manage finances easily and spot profitable opportunities. You can easily attract people to yourself.

11 - Your physical and spiritual endurance is strong. You can do everything at once. You know your strengths and can use them in the most accurate way.

12 - Spiritual practices (like meditation, breathing, reiki) work well for you and have healing effects when applied to others. You have a different perspective and can solve seemingly unsolvable problems.

13 - You can make the necessary changes in every area of life and are not afraid to take risks. You can learn multiple things at once. You have the ability to easily absorb deep and detailed information.

14 - You have diplomacy and mediation skills. You can calm conflicts and maintain your composure during these processes.

15 - By opening yourself to others, you can show them what they cannot see in themselves. You can easily identify others' weaknesses, vulnerabilities, and talents.

16 - You are talented in directing people, organizing, and creating strategies. You can foresee events and chart your course accordingly.

17 - Your ability to express yourself is unique and creative. You can be the center of attention in any field you wish, shine, and stand out from the crowd.

18 - Your subconscious is very powerful. You may receive information through dreams, and your dreams may come true. Your manifesting ability is strong; everything you visualize can come into your life.

19 - You have leadership qualities and can inspire/give strength to others for success. You have the ability to not give up no matter what.

20 - You have good speaking skills and can influence masses. You can create systems from nothing and have excellent analytical skills. It's hard to confuse you.

21 - You have an aptitude for foreign languages and cultures. You can adapt to any environment. You can produce knowledge and content for a wide audience or listener base.

22 - Your decisions and thoughts may be unpredictable by those around you. You influence people with your positive energy. You can turn every tough task into fun and achieve results that will surprise everyone.

Book a reading with me 🎀

[janecafe]

self-love pac: what should i heal in order to feel worthy?

uno - dos

tres - kwatro

this reading was based on the oracle cards. it not totally foretells the future outcome however everything is yet not set into the stone, the reader is advised to read at their own risk. we still have the rights to make our own dreams and faith. peace!

may these love messages guide you back home when you lose your way. <3

to book a personal paid reading here

©janecafe

˚⊱🍀⊰˚

₊˚ʚ 𝐔𝐍𝐎 🌱 ₊˚✧ ﾟ.

be kind to yourself. imagine, what kind of treatment you expect from others- think that you are becoming successful. being successful is not only about taking actions right? it's also the way you think, the way you perceive life.

take an example of your daily playlist on your mobile, what you listen to is a very important matter in your life. it has a big impact on how you see the world. listen to those songs that talk about successes and improvements, remember you are what you are listening and visioning to.

i also think you need to practice self-compassion. if you have past mistakes, learn to forgive yourself and move on. well, you may need to understand that you have flaws. you are imperfect and everybody else too.

also, think of a fantasy and story. that your life is a fiction, that you are a fictional character and you are the main lead. it's helping you to project your emotions and imagine the things you want to see in reality. it's like avenue. it gives you freedom and power to feel good about yourself.

take this another example, think of yourself as a semicolon (;) it's a pause in a sentence that indicates it's not yet over. it's to remind you to continue rather than end , it's a lesson not to give up but to pursue to forward. if you are tired then you can relax for a while and go on to fight.

₊˚ʚ 𝐃��𝐒 🌱 ₊˚✧ ﾟ.

you can cultivate your self-worth by addressing your emotional wounds. allow yourself to feel, to bottled up those emotions. acknowledge your feelings, learn from the experience, and give yourself permission to release any negative emotions or guilt.

learn to let go of what in order to make room for what's to come. forgive yourself and others, let go of that past and old story. release that guilt and shame you are feeling right now. it may be time to release a relationship that has run its course, a job that's lost its lister or a depleting commitment. remember that the past is over. kick-start the healing process by surrending all the judgement and hurt.

what's done is done. there's a room for improvement, when one area of our life falls apart, new opportunities fall into place. we never lack of opportunities remember that, it's up to you if you would grab it or leave it.

anyway, it's like you'd likely shrug it off, play it down or even reject when someone gives you a compliment. man, learn to accept compliments, a simple "thank you" will do. don't deny yourself and the giver, the opportunity to share in a moment of gratitude. exercise your self-esteem and soak it in, be that "superstar glow". think that compliments as a little confidence-building soul vitamins. remember, you are worthy of praise!

if you begin doing this your happiness and health will "thank you". 🌻💛

lastly, most of your cards talk about low self-esteem and regrets. it's not your fault to feel that way.

₊˚ʚ 𝐓𝐑𝐄𝐒 🌱 ₊˚✧ ﾟ.

in this journey of self-love, the first thing that comes is to surround yourself with people that make you feel valued. if you have a little time, reflect. take this as an example, by doing it alone, by treating yourself alone or by going alone. just far away from the drama.

i also get here that you are insecure, for an example scenario; you don't have enough money to buy those expensive skincare and other beauty products. to tell you, you don't need those, just to feel accepted and keep up with the people's beauty standards. your entire body is precious and so, your existence. say no to toxins and yes to the healthiest as possible, you don't need expensive products of body care just to look and feel great, you are already worth effort.

stop complaining and comparing. you must stop comparing your physical appearance to others, remember that, apples don't compare themselves to oranges. stars don't compete with the other stars! because these natural things taught us there's room for us to all shine in this world, in this ever-expanding universe. so yeah, embrace your differences. feel good about yourself. bring that beast inside of you to the fullest expression of self forward. take this as another shot of an example, you are a successful businessman and it's normal that you have competitors, these people are wanted to be like you.

it also allows yourself to be a powerful individual. like allowing your potential to move forward, to be champion and so, others do the same and copied.

₊˚ʚ 𝐊𝐖𝐀𝐓𝐑𝐎 🌱 ₊˚✧ ﾟ.

mmh, 'kay. alright for the last beautiful pile. fostering your self-compassion matters the most for this pile energy. in simpler the intention is, this reading tells you are loved and hugged the time you read this glorious message. it reminds you that you are precious as an individual.

well, make waves because it's time to rise out of your comfort zone or own complaints. it's like no matter what's happening in someone's life, i know there's a potential to rise above it. thriving or rising is one of the most powerful choices that a person can do. rise above little rockstar, rise out of your own slump or on your own potato chip bag.

what are you waiting for, my love? it's your turn to make a splash, to make a scene, to rock a few creaky boats. for example, you have a fear of having a boat trip, i understand that you were so afraid to fall, to get wet or even look foolish from people's view but the next time you take look, you did it, you face your fear. you suppressed one of your fears and that's it to sail the boat.

that's make a change, a change on your mind that you were once a great trailblazer and change-maker made waves.

i also see that you felt lost, lost in living, purpose and hope. your only purpose right now is much simpler and bigger than your vocation, mission or passion and all worthy devices in life but it's your current purpose is joy. it has nothing to do with how you make your living. it's about discovering, nurturing and celebrating who you truly are, who is the inner you and to know and loving yourself in a deepest level.

i also think you are a people pleaser, i just want you to know that it's okay to say "no" sometimes. it's like reconsidering your commitments. it seems like you piled so much on your plate that somehow little room was left for yourself. in fact, every "no" makes a perfect space for "yes".

your freedom is closer than you think, remember that the universe gives meaningful opportunities on the other hand of "no". identify what truly matters to you and graciously decline the rest. you are magnificent and radiant being so please don't give up.

˚⊱🍀⊰˚

[cyberclouddream]

The Moon through the Houses

The Moon represents our emotional motivations and how we seek comfort and security. It’s also connected to maternal influences, our subconscious patterns, our capacity for nurturing and empathy, and how we process our feelings and replenish our emotional energy.

Moon in the 1st House:

- their emotions are readily apparent, often shaping how others perceive them

- their self-image is tied to their emotions

- strong instinct to nurture others

- react strongly to their environment and feelings of others

- often display emotions in public

- prefer familiar environments and routines out of anxiety

Moon in the 2nd House:

- feel anxious about money and find comfort in accumulating wealth

- strong attachments to family values and traditions

- self-worth influenced by financial status and material possessions

- nurture others through material or financial resources

- reckless spending during emotional highs and lows

- good financial intuition

Moon in the 3rd House:

- may find it hard to communicate without getting emotional

- strong ties to siblings, neighbors, or close friends

- pursue and learn subjects that resonate with their feelings

- in-tune with the emotions of others, making them a good listener

- often dwell on emotional experiences, leading to overthinking

Moon in the 4th House:

- feel most secure when surrounded by family or families environments

- mother or maternal figures strongly influence you, maybe to the point of emotions dependence

- often dwell on memories

- tend to keep their emotions private

- home is their sanctuary, which they invest heavily in

- changes in home dynamics have a strong impact

- exploring their roots and heritage can be very healing and therapeutic

Moon in the 5th House:

- channel emotions into creative projects

- seek out fun relationships and enjoy flirtation and spontaneity; unpredictable love life

- strong maternal instincts, especially when it comes to children or passions

- emotional and nostalgic attachment to hobbies

- seek validation and recognition in their romantic affairs and creative projects

Moon in the 6th House:

- emotions heavily influence work ethic and coworkers

- nurture others through acts of service

- emotional stability benefits strongly from structured routines

- have a knack for identifying problems and finding solutions based on gut feelings

- work may be a form of emotional healing

Moon in the 7th House:

- seek partners who can offer emotional support and security

- highly attuned to the emotions and needs of their partners

- go to great lengths to keep the peace; avoid conflict

- emotional state impacts your commitment level

- project your emotions onto your partners, causing misinterpretation

Moon in the 8th House:

- struggle with opening up to others

- obsessive feelings or fixations, especially in relationships

- fascinated by the unseen, the occult, or psychology

- past traumas or intense emotions around inheritances or shared resources

- end up very transformative relationships

- heal best through vulnerability

Moon in the 9th House:

- feel fulfilled when exploring different cultures or ideologies

- nurture through teaching

- idealistic or romanticized views of life

- family background may be tied to learning or traveling

- emotions vary with intellectual pursuits

- innate ability to connect with others from diverse backgrounds on an emotional level

- use philosophical or spiritual practices for emotional support

Moon in the 10th House:

- feel fulfilled or drained based off career success or failures, seeking validation through work achievements

- invested in how others perceive their work, valuing praise

- mother or maternal figure may inspire their career choices

- workplace greatly influences emotional health

- overly attached to career aspirations, and may struggle with balancing personal life

Moon in the 11th House:

- feel most fulfilled when surrounded by supportive friends

- desire group acceptance, mood fluctuating based on how well they fit in

- highly reactive to social injustices or causes that matter to friend group

- fear social rejection to the point of burnout

- exhibit intense loyalty to friends, sometimes to a fault

- social circles may change frequently

Moon in the 12th House:

- have a rich inner world that others struggle to understand, leading to feelings of loneliness

- require periods of solitude to recharge and process your emotions

- find healing in introspection, like journaling and meditating

- strong empathy for other people’s struggles

- dreams are a great tool to reveal unresolved issues or insights about your emotion world

- instead of feeling emotions you may analyze or intellectualize them

- natural healing abilities or desire to work in therapeutic fields

[augustjoy]

Just a little something.

Based on the following ask: I have a request that may be a little difficult for you to write, if you're up for it. I would like to request Hotch with a non-bau reader that likes to crochet in their spare time, particularly stuffed animals, and gift them to others. Jack and Hotch would obviously receive the majority of the amigurumi projects, but one day, the reader makes too many little crochet animals and persuades Hotch to take them to work and hand them out to other agents. You wouldn't have to go too into depth about the crocheting techniques if you don't think you could properly write about it; you could honestly just mention the creation period in passing and the present the finished crochet piece in the plot.

Aaron Hotchner x Fem Reader

Fluff

Word count: 841

Not edited - please be kind. Requests are open and feedback is welcome if it's constructive!

Warnings: My blog is 18+, minors DNI, Age gap (non-specified), established relationship with Hotch, no use of y/n, Fem reader, reader has no physical description, reader crochets, mention of Jack, mention of reader’s nieces and nephews, mention of anxiety (reader uses crocheting as an outlet) use of pet names, let me know if I missed any!

I do not consent to having my work translated or reposted to any other site. That being said I do not own the characters portrayed in this story.

You had picked up crocheting back when you were in college. Then, and even now it served as an outlet to release stress and anxiety. When you had started out your projects were fairly simple, wash cloths, granny squares, simple blankets.

The beauty of this hobby was that it allowed for some beautiful handmade gifts. As time went on, you began making stuffed animals. Your sister had gifted you a book with patterns for amigurumi projects, and from then on you’d been making all sorts of little creatures.

The primary recipients of your creations had been your nieces and nephews. First it was their baby blankets, then elephants, and turtles, which turned into cows and opossums, and most recently Pokémon.

When you and Aaron started dating you’d mentioned your hobby in passing, but as things progressed in your relationship, crocheting seemed to come out a little more in you. You’d casually pull out a project while watching a movie with Aaron and Jack, you’d brought over a throw blanket for the back of the couch. You’d even gifted Aaron a scarf and some socks before he left for a case in Colorado in the dead of winter.

--

One night after finishing a plushie of Charmander for your nephew, Jack spoke up…soft and unsure.

“That’s really cool.” He whisper.

“Thanks bud, do you like Charmander?” You replied.

“Kinda…I don’t really play Pokémon that much.” He shrugged.

“Oh yeah, what do you like then?” You smiled.

“I like spiderman!” Jack exclaimed.

A few days later you’d showed up with a stuffed spiderman for Jack. He was over the moon and from then on, he wasn’t afraid to ask you directly for something.

--

He was an incredible kid, he’d patiently wait for you to complete the project, even asking you questions throughout the process.

“And what kind of stitch is that?” He’d ask.

“This one here is a half double crochet.” You answered.

“And that’s different than a single crochet?”

“Yes, for a half double, you put the yarn over and then pull it through all three loops. You see that?” You asked, holding the project up as you showed him how to do it.

That night you hopped online and ordered Jack a Woobles crochet kit so he could learn alongside you.

--

For as long as you’d been crocheting, people have suggested you open an Etsy shop, and you always met them with the same response; it’ll lose the serenity it currently brings me. And this is why you only make small batches for two local boutiques.

Once a month you make a few things for each shop, and you go in and drop them off. As they sell, the profits are split 60/40 between you and the shops, which gives you the money for yarn and a little extra.

In the last week, you’d made a wide variety of stuffed animals, ranging anywhere from dinosaurs and bunnies all the way to peas in a pod and cherries. You had been packing everything up to get ready to deliver them.

--

“Hey sweetheart.” Aaron called as you entered the apartment.

“Hi honey.” You set your tote bin down and made your way to the kitchen.

“How were the deliveries?” He asked, wrapping his arms around your waist.

“They were good! I actually came home with a few things. With the Holidays just ending, one of the shops still had a few items and so they didn’t need their usual stock.” You explained.

“Oh, well now you’ll have some for next time?” He offered.

“You know, next time it’ll be Easter themed stuff…chicks and bunnies. What if you took some of these in for the BAU?” You suggested. “I can wrap one up for each of them and you can leave them on their desks for me.”

“I’m not sure…”

“Oh, please Aaron! Think of it as a late Christmas gift from me! I’ll even write them notes so they know it’s from me!”

“Sweethe-”

“Please!” You begged.

“Okay sweetheart. Whatever you want.” Aaron pressed a kiss to your forehead.

--

The next morning Aaron arrived at work even earlier than usual, that way he could place the brightly colored bags on everyone’s desks prior to their arrival. You had selected a specific plush for each person, even pulling from some other projects you had stored for an event you’d be participating in.

One by one, each member of the BAU arrived, quickly taking note of the giftbags on each desk. They shared confused glances and shrugged before Aaron stepped out of his office.

“There should be a note in each bag. Feel free to open them and enjoy.” He said, returning to his office.

Aaron smiled gently, toying with the crocheted whale shark you snuck into his bag. You always said he, like whale sharks frightened people, due to preconceived notions derived from fear, but in all actuality, they were gentle creatures.

Aaron’s smile only grew as he heard Garcia squeal with joy over the soft unicorn you’d gifted her.

[nostalgebraist]

Honestly I'm pretty tired of supporting nostalgebraist-autoresponder. Going to wind down the project some time before the end of this year.

Posting this mainly to get the idea out there, I guess.

This project has taken an immense amount of effort from me over the years, and still does, even when it's just in maintenance mode.

Today some mysterious system update (or something) made the model no longer fit on the GPU I normally use for it, despite all the same code and settings on my end.

This exact kind of thing happened once before this year, and I eventually figured it out, but I haven't figured this one out yet. This problem consumed several hours of what was meant to be a relaxing Sunday. Based on past experience, getting to the bottom of the issue would take many more hours.

My options in the short term are to

A. spend (even) more money per unit time, by renting a more powerful GPU to do the same damn thing I know the less powerful one can do (it was doing it this morning!), or

B. silently reduce the context window length by a large amount (and thus the "smartness" of the output, to some degree) to allow the model to fit on the old GPU.

Things like this happen all the time, behind the scenes.

I don't want to be doing this for another year, much less several years. I don't want to be doing it at all.

----

In 2019 and 2020, it was fun to make a GPT-2 autoresponder bot.

[EDIT: I've seen several people misread the previous line and infer that nostalgebraist-autoresponder is still using GPT-2. She isn't, and hasn't been for a long time. Her latest model is a finetuned LLaMA-13B.]

Hardly anyone else was doing anything like it. I wasn't the most qualified person in the world to do it, and I didn't do the best possible job, but who cares? I learned a lot, and the really competent tech bros of 2019 were off doing something else.

And it was fun to watch the bot "pretend to be me" while interacting (mostly) with my actual group of tumblr mutuals.

In 2023, everyone and their grandmother is making some kind of "gen AI" app. They are helped along by a dizzying array of tools, cranked out by hyper-competent tech bros with apparently infinite reserves of free time.

There are so many of these tools and demos. Every week it seems like there are a hundred more; it feels like every day I wake up and am expected to be familiar with a hundred more vaguely nostalgebraist-autoresponder-shaped things.

And every one of them is vastly better-engineered than my own hacky efforts. They build on each other, and reap the accelerating returns.

I've tended to do everything first, ahead of the curve, in my own way. This is what I like doing. Going out into unexplored wilderness, not really knowing what I'm doing, without any maps.

Later, hundreds of others with go to the same place. They'll make maps, and share them. They'll go there again and again, learning to make the expeditions systematically. They'll make an optimized industrial process of it. Meanwhile, I'll be locked in to my own cottage-industry mode of production.

Being the first to do something means you end up eventually being the worst.

----

I had a GPT chatbot in 2019, before GPT-3 existed. I don't think Huggingface Transformers existed, either. I used the primitive tools that were available at the time, and built on them in my own way. These days, it is almost trivial to do the things I did, much better, with standardized tools.

I had a denoising diffusion image generator in 2021, before DALLE-2 or Stable Diffusion or Huggingface Diffusers. I used the primitive tools that were available at the time, and built on them in my own way. These days, it is almost trivial to do the things I did, much better, with standardized tools.

Earlier this year, I was (probably) one the first people to finetune LLaMA. I manually strapped LoRA and 8-bit quantization onto the original codebase, figuring out everything the hard way. It was fun.

Just a few months later, and your grandmother is probably running LLaMA on her toaster as we speak. My homegrown methods look hopelessly antiquated. I think everyone's doing 4-bit quantization now?

(Are they? I can't keep track anymore -- the hyper-competent tech bros are too damn fast. A few months from now the thing will be probably be quantized to -1 bits, somehow. It'll be running in your phone's browser. And it'll be using RLHF, except no, it'll be using some successor to RLHF that everyone's hyping up at the time...)

"You have a GPT chatbot?" someone will ask me. "I assume you're using AutoLangGPTLayerPrompt?"

No, no, I'm not. I'm trying to debug obscure CUDA issues on a Sunday so my bot can carry on talking to a thousand strangers, every one of whom is asking it something like "PENIS PENIS PENIS."

Only I am capable of unplugging the blockage and giving the "PENIS PENIS PENIS" askers the responses they crave. ("Which is ... what, exactly?", one might justly wonder.) No one else would fully understand the nature of the bug. It is special to my own bizarre, antiquated, homegrown system.

I must have one of the longest-running GPT chatbots in existence, by now. Possibly the longest-running one?

I like doing new things. I like hacking through uncharted wilderness. The world of GPT chatbots has long since ceased to provide this kind of value to me.

I want to cede this ground to the LLaMA techbros and the prompt engineers. It is not my wilderness anymore.

I miss wilderness. Maybe I will find a new patch of it, in some new place, that no one cares about yet.

----

Even in 2023, there isn't really anything else out there quite like Frank. But there could be.

If you want to develop some sort of Frank-like thing, there has never been a better time than now. Everyone and their grandmother is doing it.

"But -- but how, exactly?"

Don't ask me. I don't know. This isn't my area anymore.

There has never been a better time to make a GPT chatbot -- for everyone except me, that is.

Ask the techbros, the prompt engineers, the grandmas running OpenChatGPT on their ironing boards. They are doing what I did, faster and easier and better, in their sleep. Ask them.

[calder]

In every mainline Fallout game except for New Vegas, players can earn the loyalty of a dog known as “Dogmeat.” As part of the main quest of Fallout 4, Dogmeat assists in tracking down the antagonist, even if the player has never encountered him before. When you leave Kellogg’s home, Nick simply starts talking about Dogmeat as if he’s a known quantity.

Perhaps related to this quirk of the world, Dogmeat is first named in this game when the clairvoyant Mama Murphy recognizes him and addresses him by name. The game’s UI calls him “DOG” until he is recognized by Valentine or Murphy. It seems clear that this german shepherd is somehow an independent agent with a good reputation, or something.

Dogmeat does not have a loyalty quest associated with him, which is how the player would earn the other companions’ perks. However, upon finding Astoundingly Awesome Tales #9 within the Institute, Dogmeat becomes more resistant to damage. While this isn’t coherent or conclusive evidence of Dogmeat being a synth, it’s plainly prompting the audience to consider that idea. In light of these factors, his origins have been fiercely debated among the community.

The skeptics and “hard sci-fi” fans out there would have you believe that he’s merely a famous stray dog who solves crimes. But I believe there's something more remarkable at work.

There's a section in the Fallout 2 instruction book called the Vault Dweller's Memoirs, where the player character of the first game recounts what canonically happened. Due to Fallout’s famously terrible companion AI, if you travelled to Mariposa with Dogmeat, he would consistently run into the force fields and get vaporized. So, in the Memoirs, we learn that this is exactly what became of Dogmeat Prime, in canon. He loyally sprinted into a wall of solid light, and disappeared. What if our buddy simply awoke in a new, confusing place?

In Fallout 2, Dogmeat must be found at the Cafe of Broken Dreams, which is explicitly a liminal space. It appears randomly to travellers in the desert. The NPCs within are frozen in time, such as a young version of President Tandi, who mentions that Ian went to “the Abbey,” an area cut from the game. To gain Dogmeat’s trust, the Chosen One must equip the Vault Dweller’s V-13 jumpsuit, which Dogmeat recognizes as belonging to his dead master. You can also attack him to spawn Mad Max, who claims ownership of the dog. Max fits the description of Dogmeat's original owner given in Fallout.

There’s also the “puppies” perk in Fallout 3, which enables you to restore Dogmeat, in the event of his death. “Dogmeat’s puppy” inherits his base and ref ids. In other words, they ARE the same NPC, just renamed. So, the way this actually articulates is that whenever Dogmeat dies in combat, you can find him waiting for you back at Vault 101. In practice, it’s almost Bombadilian.

Lastly, please consider the following developer context.

In June of 2021, the dog who performed Dogmeat’s motion capture and voice for Fallout 4 passed away. A statue of her was placed outside of every Vault in the China-exclusive sequel to Fallout Shelter. She still watches over each player.

River's owner, developer Joel Burgess, honored her in a brief thread about her involvement in the game, and shared much about his thought process and design goals while leading the character’s development. The Dogmeat project changed course early on, after Mr. Joel saw a new member of the art team gathering references of snarling German Shepherds. This motivated him to bring River into the studio, so the artists and developers could spend time with her.

He wanted to steer the team away from viewing Dogmeat as a weapon, and towards viewing him as a friend. Everything special about Dogmeat was inspired by River. For example, whenever you travel with Dogmeat, he’s constantly running ahead of you to scout for danger, then turning to wait for you. This was inspired by River’s consistent behavior on long walks. The only way they were able to motivate River to bark for recordings was by separating her from Joel while he waited in the next room. Reading the thread, it’s very clear that he hoped Dogmeat would make players feel safe, encouraging them to explore, and to wonder. In his closing thoughts, he said the following:

-Joel Burgess

Mr. Joel felt it was important to express that the ambiguity of Dogmeat’s origin in Fallout 4 was deliberately built into his presentation. He also felt it was important that you know Dogmeat loves you. Dogmeat was designed, on every level, to reflect the audience’s inspirations, and to empower their curiosity.

The true lore of Dogmeat is a rorschach test. The only “right” answer is to pursue whatever captures your imagination.