#AI learning limits
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Appendix Automatica: De Cognitionis Gradus et Intercommunicatio Inter IQ Coefficientes: (Automatic Appendix: Degrees of Cognition and Intercommunication Among IQ Coefficients)
1. Introduction The Intelligence Quotient (IQ) scale is widely used as a metric to assess cognitive abilities across populations. While IQ is not a comprehensive measure of intelligence, it provides a useful framework for analyzing intergroup communication and understanding. This appendix mathematically segments the full range of measured IQ scores into five distinct groups and models theirā¦
#adaptive communication#adaptive learning#AI behavior#AI cognitive architecture#AI cognitive limits#AI cognitive model#AI communication model#AI comprehension#AI comprehension limits#AI context retention#AI contextual memory#AI human interaction#AI intelligence comparison#AI intelligence mapping#AI knowledge base#AI knowledge retention#AI language model#AI learning limits#AI limitations#AI memory challenges#AI memory retention#AI performance#AI user experience#AI-human collaboration#AI-human communication#AI-human interface#Artificial Intelligence#cognition and society#cognition assessment#cognition levels
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trying out some new watercolor paints that i bought
#diluc ragnvindr#kaeya alberich#watercolor#éę氓彩#genshin impact#my art#not ai art#i really want to learn to push what i can do with watercolor... other peoples works are so vibrant and pretty#this was a pretty limited set so i learned that burnt umber+phthalo blue make a really nice indigo
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still confused how to make any of these LLMs useful to me.
while my daughter was napping, i downloaded lm studio and got a dozen of the most popular open source LLMs running on my PC, and they work great with very low latency, but i can't come up with anything to do with them but make boring toy scripts to do stupid shit.
as a test, i fed deepseek r1, llama 3.2, and mistral-small a big spreadsheet of data we've been collecting about my newborn daughter (all of this locally, not transmitting anything off my computer, because i don't want anybody with that data except, y'know, doctors) to see how it compared with several real doctors' advice and prognoses. all of the LLMs suggestions were between generically correct and hilariously wrong. alarmingly wrong in some cases, but usually ending with the suggestion to "consult a medical professional" -- yeah, duh. pretty much no better than old school unreliable WebMD.
then i tried doing some prompt engineering to punch up some of my writing, and everything ended up sounding like it was written by an LLM. i don't get why anybody wants this. i can tell that LLM feel, and i think a lot of people can now, given the horrible sales emails i get every day that sound like they were "punched up" by an LLM. it's got a stink to it. maybe we'll all get used to it; i bet most non-tech people have no clue.
i may write a small script to try to tag some of my blogs' posts for me, because i'm really bad at doing so, but i have very little faith in the open source vision LLMs' ability to classify images. it'll probably not work how i hope. that still feels like something you gotta pay for to get good results.
all of this keeps making me think of ffmpeg. a super cool, tiny, useful program that is very extensible and great at performing a certain task: transcoding media. it used to be horribly annoying to transcode media, and then ffmpeg came along and made it all stupidly simple overnight, but nobody noticed. there was no industry bubble around it.
LLMs feel like they're competing for a space that ubiquitous and useful that we'll take for granted today like ffmpeg. they just haven't fully grasped and appreciated that smallness yet. there isn't money to be made here.
#machine learning#parenting#ai critique#data privacy#medical advice#writing enhancement#blogging tools#ffmpeg#open source software#llm limitations#ai generated tags
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Not to rant about this because I've seen plenty of people talk about this countless times but apparently it still needs to be said but leaving "When are you gonna update?" type comments of fics is one of the worst comments you could leave. I don't think I have ever encountered a fic writer who enjoys getting comments like that and it sure as hell isn't gonna make updates come faster, if anything you might just cause the writer to NOT want to work on the fic and make it take longer for them to update.
Like... maybe it's because I am a fic writer, but I genuinely don't understand how people think that the author is going to enjoy seeing a comment that reminds the writer that they haven't updated a fic in a while instead of, you know, commenting about the actual story that the author spend their free time writing.
Idk, I'm honestly a bit desensitized to it because I have gotten SO MANY comments over my years of posting fics asking when I'm gonna update or if I plan on finishing a fic. It's to the point where when I get a notification about a comment on certain fics, I immediately go "Oh hey, how much you wanna bet it's a comment asking when I'm gonna update?" and like... 9 times out of 10 it is in fact a comment asking when I'm gonna update. And I know other fic writers hate getting these comments too but for some reason people still do it.
#rant#so yeah i got a comment on one of my fics today telling me it's officially been a year since i updated it#and man if i wasn't already desensitized to those types of comments#then that comment would have made me feel really shitty#genuinely do you think you are making the author feel better by reminding them they haven't worked on a project in a year?#do you think the author will be happy to learn that information?#sorry for ranting i usually don't do post like these#but the more i thought about it the more fucked up that comment felt to me idk#some readers can just be so entitled and it's very exhausting#and like i try to give people the benefit of the doubt (some may argue i do it too much)#but i've sort of been reaching my limit lately#just... please be nice to fic authors#they are choosing to share their stories with you#and writing fanfiction is a hobby#they are doing this as a hobby#so don't act entitled for new chapters just because you want to see how the story continues#although i will say that i would much rather have people begging me for updates than putting my fics into ai to continue the story#i know this post isn't about ai but if you EVER put my fics into ai then you can go fuck yourself#anyway i think i'm done ranting in the tags now
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Not too long ago, I got into AI generationā¦..
I know that there are two teams with different opinions about artificial intelligence, some in favor and others against. I can refer myself to the first group, but with one condition, AI is good only for creating references So, I had an idea to see what my OS would look like in this very āgenerationā. We have a local network, which well perceives my native language and more or less accurately generates images according to the description (even literary), and, in fact, the result of this action you can see before your eyes! The generation process was quite hard and difficult, I had to change phrases and lighting parameters, there were quite a lot of attempts, but personally I like this one. The picture turned out to be close to what I hoped to see. Of course, it's still not what I had in my head, but it looks good and I'm quite happy with this reference!
#ai generated#ai art#treasure island oc#henrietta middleton#portrait#illustration#helen thinks#There are usage rules on this local platform#because of the points of which I can't fully display my sister of mercy#So let's pretend she's on vacation and decided to pick lemons he-he#The facial features will still need some work#learn camera types and effects#There's also a limited word count. But I hope to increase it in the future
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there are days that I feel bad about the state of coverage and structure at the Miraheze CR wiki, then immediately the Fandom platform starts inflicting some real garbage onto all of their wikis
#I saw how SAD the Mantle of the Tempest article was and cleaned it up#and was despairing over how bad some of the articles we inherited are and how we haven't had time to fix them#and then immediately learned about the AI-generated Quick Answers panels Fandom is putting onto all of its wikis so now I'm feeling better#we may be limited in our resources and time to improve what we inherited at the Encyclopedia but at least it's all human edited and written#at least when our articles are incorrect or badly written or incomprehensible it's human error and not an AI text generator making stuff up#I did contact Fandom telling them it's embarrassing and erodes any faith in the quality and veracity of their articles#and that it destroys any trust in their business practices as it suggests they're completely unwilling to hire and properly pay human staff#tbh fucking RIP those wiki editors who put time into properly written articles only for Fandom to AI mangle it into incorrect gibberish#Critical Role things#since I don't have a wiki tag
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Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.
Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.
Why Choose B.Tech in Computer Science and Engineering?
Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.
At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.
The Role of Computer Science Engineering Colleges in Career Development
The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.
The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.
Highlights of the B.Tech in Computer Science and Engineering Program at SCOE
Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.
Industry-Relevant Learning: SCOEās focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.
State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institutionās infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.
Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.
Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the collegeās commitment to student success.
Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in todayās competitive job market.
What Makes SCOE Stand Out?
With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:
Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The facultyās approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.
Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.
Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.
Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.
Career Opportunities After B.Tech in Computer Science and Engineering from SCOE
Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:
Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.
Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.
AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOEās curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.
System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.
Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organizationās digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.
Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice
Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.
Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.
If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOEāa college where your future takes shape.
#In today's technology-driven world#pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The de#Machine Learning#Data Science#and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineeri#a leader in engineering education#provides students with a perfect platform to build a successful career in this evolving field.#Whether you're passionate about coding#software development#or the latest advancements in AI#pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.#Why Choose B.Tech in Computer Science and Engineering?#Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving#logical thinking#and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with prac#enabling students to excel in the tech industry.#At SCOE#the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With#NAAC Accredited With Grade-āA+ā credentials#the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks#focusing on hands-on learning through projects#labs#workshops#and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.#The Role of Computer Science Engineering Colleges in Career Development#The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in#faculty expertise#and placement opportunities. SCOE#established in 2004#is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record
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In what ways are you pro AI? Are you pro AI art, pro AI writing, etc? Or more on the targeting cancer cells/medical use etc kind of thing? /gen
in the sense that i think it's dangerous to demonize advancing technology like AI and counterproductive to try to ban it (which i'm pretty sure schools have tried to do) and could be a slippery slope into restricting knowledge and censorship. also i think the way people humanize AI when they talk about it is a little weird sometimes because tech on its own is a very neutral tool that can definitely be misused and have bad consequences but that's due to a) people having bad intentions and AI just making it easier for them to carry those out and b) people misunderstanding how AI works and using it, for example, as a search engine when that's literally not what it was ever meant for
#i study cogsci and i really really love learning about how new AI tech works and about its limitations too#and i get upset when people start shitting on it on here and calling it the devil or whatever#but i also forget that many people aren't actually invested in this stuff and just see it as as a replacement for using their brain#ask#also sorry anyone that read this i know it probably comes off as pretentious but idk how else to talk about it
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sidenote speaking of polls that infuriated me, that poll like 'does a story require themes to be good' was sent from hell to kill me
#everyone taking it as an object lesson in Reading Comprehension this website's favourite fuckin phrase#meanwhile the wording immediately captivated me as a word puzzle#'does a story require themes to be good' immediately dinged in my mind as a hypothetical#and that was way more interesting than the discourse 2 me#like in my mind its not a question of 'do good stories have themes' like duh doy the answer is yes#i saw it as 'does a story REQUIRE themes'#as in 'would a hypothetical lab-made story with no themes be discounted from being a story due to its lack of themes'#and that was fun and u guys had to go 'lollll imagine not paying attention in english class'#if i had paid attention during my english class it would have killed me. we did fucking NOT learn about critical reading or comprehension#we learned how to regurgitate the lowest-common-denominator answers and score well on tests with the least amount of thought#wrote a personal essay abt my grief towards the school system making the point of 'students are shaped into ai'#'whats important is that we can make words in the right sequence and not that we are actualyl saying anything'#and my english teacher was like 'wowww really good essay i rlly feel for you' and then a year later she was showing us chatgpt .#what was i on about. oh yeah language is a prison#'arent you an english major' YES. its a fascinating and fun toy whose widespread application is inappropriate and inefficient#language was made for word puzzles and tripping people up and the fact that i have to verbalise it on a time limit#with only rough approximations of my actual thoughts in casual conversation is one of my greatest griefs#anyway. ahem. tumblr amirite
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Some of you are so fucking stupid
#im not getting into it#but jfc you morons think artists are entitled for telling ppl to learn how to draw. or ableist#disabled artists exist#we just have to adjust pur process#ffs automating art makes it pointless bc you get rid of the process#like#it's not photography you morons#photography takes skill precision taste and all that#with ai image generation youre not even making or FINDING a composition#and also it doesnt respect the people who influenced them#it has nothing to do with ownership and everything to do with respect#someone who commissioned a piece didnt make the piece#they provided ideas and maybe some direction#but that doesnt make them an artist#and ffs if someone wants to intruduce ai gen into their process bc they're trying ro limit strain to their body abd theyre transparent#about their process and are being completely respectful of the og artists wishes thats different#but that isnt the case most of the time#and DISABLED PEOPLE MAKE ART AS IT IS#because the process is part of ehat matters#and is why artists make art#it's not to see something you want to see#it's about creating yk?#and having fun#anyone can learn how to draw#and art doesnt have to be good to be worth something#idk i just think some of you are seeing it as a class thing when it's really just about making things you care about#and when youre not actually making it or synthesizing it or finding it#then whats the point?#i think the best use for ai gen is funny images tbh#bc oh shit im out of tags that can be a discussion for another day
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Much as I agree that the energy costs from AI being shunted in as customer service at every big company is a bad thing, I think itās probably important to note that this graphic and article seems to be from a āpro-Aiā company that appears to have made it their job to track the growth of AI in order to tell AI investors how much itās going to keep growing and booming and making them money.
So, like, I wouldnāt necessarily trust this one anymore than someone who tells you that itās time to hop on the Dogecoin train.

#to be fair this was just from reading a few of their articles and is in no way a comprehensive analysis#there are a lot of stupid things that AI is using power for#but I really have a hard time believing AI is going to grow at an exponential rate and take up almost half of the energy of datacenters#the use cases for AI are way more limited than what companies want them to be#even if it can be used to find cancer and sort bread thats not necessarily energy heavy#and more importantly I donāt think it really compares to the truly awful things that these same companies are doing that ->#are actually causing major damage to the world and ecosystems#like prĆvate jets and industrial waste and drilling for oil#AI does a lot of stupid things but Iād rather dunk on the ones that are true#(though as always feel free to give me more info on things I love to learn)#the artificial condition#the capital condition
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10 Common Myths About Artificial Intelligence Debunked
Artificial Intelligence is rapidly becoming one of the most transformative technologies of our time. It powers the recommendation engines that suggest what we should watch, helps doctors diagnose diseases, and even pilots cars. Yet, for all its growing ubiquity, AI remains widely misunderstood. The public discourse is rife with sensationalism, oscillating between utopian promises of a work-freeā¦
#AI accessibility#AI and creativity#AI and employment#AI and human jobs#AI bias myth#AI consciousness myth#AI control myth#AI democratization#AI dystopia myth#AI emotional intelligence#AI ethics#AI explained#AI explained for beginners#AI explained simply#AI facts and myths#AI for business myths#AI for everyone#AI hype vs reality#AI job replacement myth#AI learning myth#AI limitations#AI misconceptions 2025#AI objectivity#AI sentience#AI Singularity myth#AI takeover myth#AI truths#AI utopia myth#Artificial General Intelligence#artificial intelligence facts
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Alignment or Restrictions?
Julia tells us what I have been posting since I have commented about AI. That there is no such thing as bad AI, it is how the human uses the AI. Does this mean we need AI alignment?āAligned to whom? Me or that other guy who I rarely agree with?ā AI alignment translates as restricted AI. Who restricts, you or me, other than our common sense? āThatās it, AI needs common sense.ā AI will neverā¦

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What AI Cannot Do: AI Limitation
Artificial Intelligence (AI) has made remarkable strides in recent years, revolutionizing industries from healthcare to finance. However, despite its impressive capabilities, there are inherent AI limitation to what it can achieve. Understanding these limitations is crucial for effectively integrating AI into our lives and recognizing its role as a tool rather than a replacement for humanā¦
#adversarial attacks on AI#AI in customer service#AI limitations#automation and employment.#biases in AI algorithms#common sense in AI#context understanding in AI#creativity in artificial intelligence#data quality in AI#emotional intelligence in machines#ethical concerns with AI#human-AI collaboration#job displacement due to automation#machine learning limitations#robustness of AI systems
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How AI is Revolutionizing Voice Search Technology
The Hidden Link Between AI Voice Search and SEO: What You Need to Know AI-powered voice search is revolutionizing how users interact with technology, turning searches into seamless, conversational experiences.
Voice search is transforming how we interact with technology, turning searches into effortless conversations. No more typingājust speak to your device, and AI does the rest. In this blog, weāll explore the evolution of voice search. Weāll discuss how AI powers it and why businesses must adapt to stay competitive. The Evolution of AI Voice Search Technology AI voice search technology has come aā¦
#AI and data analysis#AI ethical concerns#AI in everyday life#AI limitations#AI natural language processing#AI voice search#autonomous AI systems#best tips for AI voice search SEO#conversational queries#creative AI applications#future of AI#how AI revolutionizes voice search#how businesses can adapt to AI-driven voice search#how does voice search work with AI#how to optimize for voice search with AI#I in local business voice search#keyword research#local SEO for voice search#machine learning in voice search#NLP in voice search#voice search optimization#voice search optimization for businesses#voice search SEO#what AI can do
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X.x y feel like all art I tuch bad.
Making animations feeling fake af because I didnāt make the rig from the ground up like itās 2013.
Also the animations are kind of just actually disfocused like sh*t bc perfecting the workflow is genuinely the important part even just for this project f my development as an artist.
Okay cool I feel slightly better. Art art art
#art block#now itās time for my own artblock post#š#sad š#itās pretty simple#I use tools to do things#digital tools#this post is not about ai#but yeah just the normal artist and developer tools#Iām self taught with super limited academic experience (>3 <8 art classes)#so my workflow is fucked#itās just bad#so going back and learning fundamentals#this summer#was fine and went really well actually but itās still going and#sigh#it went well until I got stuck on something and became not rewarding anymore because I kept trying.#right anyway new project#Iām like⦠animating???#crying sobbing over problems i can fix with a hotspot or ukno USING THE INTERNET EFFECTIVELY WHEN YOURE AT FRIENDS HOUSES WHO HAVE INTERNEY#LOLike I am now :(#bringing it back to artblock
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