#AI industry standards

[michellesanches]

Latest AI Regulatory Developments:

As artificial intelligence (AI) continues to transform industries, governments worldwide are responding with evolving regulatory frameworks. These regulatory advancements are shaping how businesses integrate and leverage AI technologies. Understanding these changes and preparing for them is crucial to remain compliant and competitive. Recent Developments in AI Regulation: United Kingdom: The…

[partlysunny15]

adobe changing their terms to basically say they have the rights to anything you make on their products when they know they are industry standard in creative fields (and also acrobat is used in legal, medical, etc) and then using creative’s work to train their AI to replace said creatives is actually insane. how did we get here please

[hoodiedeer]

i feel like if youre selling access to videos like tutorials or something the captions on your video should probably at least ATTEMPT to meet the standard quality, accuracy, formatting and availability requirements for tv/film captioning.

[outspirk]

How do you even use illustrator. in my degree we use it for trade sketches and fashion plates and tbh it sucks. i have literal nightmares about using adobe

Jumping up and down I LOVE illustrator. I think the world is inherently divided between people who love illustrator and people who hate it. I took so many extra classes in illustrator. I don't know how to explain it but if you know how to use it you'll become one of the former people. there's so much cool stuff you can do with it (let's not even mention the wonders of vectorial graphics because we all know already).

I hate adobe as much as the next person but like .1% of "adobe replacement" software that gets recommended in here manages to hold a candle over the beast that the adobe suite is and I hate that so much 😭😭😭 anyways pirated illustrator forever

[unrestrainedbalderdash]

Fuck. You. Adobe.

[bigleapblog]

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: SCOE’s 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 institution’s 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 college’s 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 today’s 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 faculty’s 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. SCOE’s 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 organization’s 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 SCOE—a college where your future takes shape.

[mattbrittonnyc]

AI Pioneer Matt Britton Unveils Food Supply Chain Evolution

In the rapidly evolving world of technology, the intersection of artificial intelligence (AI) and various industries presents a thrilling frontier of possibilities. One sector where AI's impact is becoming increasingly significant is the food supply chain. To navigate and understand these complex changes, businesses and professionals turn to experts who not only grasp the technology but can also forecast its effects on consumer behavior and industry standards. This is where Matt Britton, a renowned AI expert and international keynote speaker, steps into the spotlight.

Matt Britton, the Founder & CEO of the consumer research platform Suzy, has carved a niche as a leading authority in understanding and predicting consumer trends. His expertise is not just theoretical but grounded in substantial real-world application. Having consulted for over half of the Fortune 500 companies, Britton brings a wealth of knowledge and insightful case studies to the table. His best-selling book, "YouthNation," has further cemented his reputation as a forward-thinker in spotting emerging trends, particularly among Generation Z, making him one of the top conference speakers and innovation speakers today.

The Role of AI in the Food Supply Chain

AI technology is revolutionizing the food supply chain from farm to table. Its applications are vast, ranging from enhancing agricultural practices to optimizing logistics and improving customer interaction. Here, AI's capabilities help in predicting crop yields, managing resources more efficiently, and ensuring that the supply chain can adapt to changing consumer demands and expectations.

Why Matt Britton?

When discussing such a nuanced topic as AI in the food supply chain, the depth of understanding and the ability to connect with diverse audiences are crucial. As an AI keynote speaker, Matt Britton excels in unpacking the complexities of technology and its implications in an accessible manner. His keynotes are not only informative but also compelling and thought-provoking, designed to spark innovation and drive action.

Expertise in Consumer Trends

Understanding consumer trends is vital when discussing any advancement in the food supply chain. AI introduces new dynamics into consumer markets, influencing everything from packaging to delivery methods. Britton's acute insights into consumer behavior, especially among younger demographics, allow him to make connections others might miss. This makes his presentations incredibly relevant to companies looking to stay ahead in a competitive market.

Real-World Applications and Case Studies

One of Britton's strengths is his ability to draw on a broad spectrum of real-world applications and case studies. Having led Suzy, which provides actionable insights for some of the world’s best-known brands, he offers a treasure trove of data and examples that highlight successful AI integrations and the resulting shifts in consumer interaction. This data-driven approach not only lends credibility to his speeches but also provides tangible strategies that businesses can implement.

Engaging Presentation Style

As a top keynote speaker, Britton's presentation style is both engaging and dynamic. He understands the importance of not only delivering information but doing so in a way that captivates his audience. His talks are well-crafted narratives that lead his audience through the complexities of AI in a structured and understandable way.

The Impact of AI on Consumer Interaction in the Food Sector

AI's role in transforming consumer interaction cannot be overstated. From personalized diet plans based on AI algorithms to smart grocery shopping assistants, the technology is at the forefront of creating a more customized and efficient consumer experience. Britton's discussions delve into these innovations, offering insights into how businesses can leverage AI to build stronger, more engaged relationships with their customers.

Conclusion

For businesses in the food sector, understanding the scope and impact of AI is no longer optional but a necessity to remain competitive and innovative. Matt Britton, with his extensive background as an AI expert speaker and his profound understanding of consumer trends, stands out as an ideal candidate to guide industry professionals through this changing landscape. His keynote speeches not only shed light on current and future trends but also inspire and equip businesses to take proactive steps towards integrating AI into their operations effectively.

In sum, if you're looking to understand the future of AI in the food supply chain, Matt Britton is a speaker who can bring clarity, insight, and enthusiasm to this complex subject, making him a standout choice among top conference speakers and consumer trend experts.

[universallychildtimemachine]

Top Legal Technology Solutions Companies

In today's fast-paced world, the legal profession is experiencing a profound transformation, and it's all thanks to the rapid advancements in legal technology. Gone are the days when legal professionals relied solely on paper-based records, endless hours of research, and face-to-face consultations. Legal technology is ushering in a new era, offering greater efficiency, transparency, and accessibility in the legal field. This editorial will explore the evolution of legal technology and the profound impact it has had on the practice of law.

[pebblegalaxy]

Of Amazon's Secrets and Scams: Unveiling the Dark Underbelly of the Self-Publishing Grift @Amazon @amazonIN #BlogchatterA2Z

Of Amazon's Secrets and Scams: Unveiling the Dark Underbelly of the Self-Publishing Grift @Amazon @amazonIN #BlogchatterA2Z #selfpublishing #ebookpublishing #Amazon #grift #garbageebooks #publishingindustry #AIcontent #literarystandards #MikkelsenTwins

The Dirty Business of Garbage Ebooks: Unraveling the Scammy Underbelly of Online Publishing If you cast your mind back to the late 2000s, a time when streaming video technology was just coming into its own, you might recall the struggle of finding legitimate platforms to watch your favorite shows. In those days, students without TVs would navigate through websites cluttered with banner ads and…

[thebigshoutout]

The Shortest CHATGPT Guide For Small BUSINESS OWNERS Your Way To Success

Introduction The digital realm is ever-evolving. In this dynamic environment, businesses must continually adapt to stay relevant. ChatGPT, a state-of-the-art artificial intelligence model, has paved a new avenue for businesses to engage and serve customers in real time. Here’s an extensive guide tailored for small business owners contemplating the integration of ChatGPT. Decoding ChatGPT: A…

[tim-official]

on the subject of generative AI and copyright legislation: like I'm not a copyright lawyer but I taught a class on the history of music and the internet, and in preparation for that I did a lot of research on the evolution of music copyright, so I know at least more than the average online person. and what I can say is oh my god you do not want visual art copyright standards to get to where the music industry is. That is why I'm jumpy and nervous about this topic. "suing someone for ripping off the ~vibes~ of your track" is something that has already been done successfully. there is no universe where that kind of precedent is useful to small musicians or small artists

[thatdogmagic]

Adobe Has Entered the AI Ring

A new challenger appears.

Go tell them how you feel about it.

I'm serious.

This post has been live for 19 hours, and they're not pulling in nearly enough attention, I assume because everyone's so fucking exhausted by the shit with CSP happening just last week.

I cannot stress enough: ADOBE IS THE IMPORTANT TARGET. Way more important than Clip Studio.

They set industry standards. They can force changes like this without giving a fuck about individual customers, because by and large their products are licensed hand over fist by everyone in the entertainment industry.

This is absolutely the time to mob the shit out of Adobe's mentions.

EDIT: This post was made December 6th; I'll update it if/when things change.

EDIT 2: IDK if Twitter is breaking or my head did, I could've sworn I linked to the parent tweet. It's fixed now, though!

EDIT 3: I may be clearing out snotty replies, but I am writing down names for a blocklist so thanks for making that easier on me. :)

[haveievermentioned]

talked to a co worker today about his daughter using Chat GPT "Just to expand concepts" and "You need to look it over" and his "daughter is a careful user" I argued about how research and reading and being able to talk about it is kind of what makes us human (I was exaggerating) and "If you have to spend all that time checking, may as well just write the paper." He got quiet after that last comment.

I just started grad school this fall after a few years away from school and man I did not realize how dire the AI/LLM situation is in universities now. In the past few weeks:

I chatted with a classmate about how it was going to be a tight timeline on a project for a programming class. He responded "Yeah, at least if we run short on time, we can just ask chatGPT to finish it for us"

One of my professors pulled up chatGPT on the screen to show us how it can sometimes do our homework problems for us and showed how she thanks it after asking it questions "in case it takes over some day."

I asked one of my TAs in a math class to explain how a piece of code he had written worked in an assignment. He looked at it for about 15 seconds then went "I don't know, ask chatGPT"

A student in my math group insisted he was right on an answer to a problem. When I asked where he got that info, he sent me a screenshot of Google gemini giving just blatantly wrong info. He still insisted he was right when I pointed this out and refused to click into any of the actual web pages.

A different student in my math class told me he pays $20 per month for the "computational" version of chatGPT, which he uses for all of his classes and PhD research. The computational version is worth it, he says, because it is wrong "less often". He uses chatGPT for all his homework and can't figure out why he's struggling on exams.

There's a lot more, but it's really making me feel crazy. Even if it was right 100% of the time, why are you paying thousands of dollars to go to school and learn if you're just going to plug everything into a computer whenever you're asked to think??

[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.

[nokkiart]

As a long time httyd fan who has been heavily involved in the fandom since the first movie and who has spent years working in the animation industry, I’d like to share my thoughts on the new httyd movie. Keep in mind, this is just my personal opinion and it's completely fine if you disagree with me. I just want to say a little something about all this that really bothers me.

The core reason that Dreamworks and Universal made this film is that it’s a quick and easy cash grab for them. Thats it. They don’t care about telling a good story or making a “better” version of the original movie for fans or even having an accurate portrayal of the characters/story. It’s purely about money. They know that fans of the original film will go see this movie, whether it’s good or bad. And those guaranteed ticket sales are all that matter to the studios. And with Universal, it has the added bonus of being a cheap promotional and merchandising opportunity for the new HTTYD land in Orlando that opens around the same time that the film is premiering in theaters.

And to help the studios make even more money out of this, they are using non-unionized VFX companies around the world to make this film, so that they can get cheaper labor and push the artists to do more that would be against American union standards. The same thing has probably happened with the costuming and fabrication for the filming, hence why the costumes look un-weathered and the sets look cheap. They don’t want to pay for the extra time and effort that it would take to make the practical bits of the production look good.

On top of all this, Dreamworks has already announced that they’re shutting down all their in-house animation projects in favor of using AI and outsourcing projects to cheaper international non-union studios.

With all this in mind, I just can’t support this film and I will not be seeing it in theaters. And I hope that others will do the same.

The only way to stop all these horrible “live action” remakes (which are actually just realistically animated remakes) is to not buy tickets to see them. Money is all that matters to these studios, and if they don’t make any money off of it, then they will stop and try something different. Maybe they'll even go back to focusing on original stories!

That’s the power that we hold as audiences. Our wallets help drive the decisions that the executives make. So support unique storytelling and gorgeous cinematography in movies. Support indie films. Support animators as they're fighting for fair pay and better contracts. But don't support a mediocre shot-for-shot remake riding on the coattails of an already successful film.

And I just want to wrap all this up by saying I have absolutely no hate towards anyone that has worked on the new film. Toothless looks incredible and I know the artists and creatives involved in this project did the best they could with what they were given.

But I also know that those same artists have so many more brilliant ideas that they would’ve loved to be given the creative freedom to do. I just wish hollywood would be willing to take a chance and let them do it.

[lackadaisycats]

Hey Tracy! Have you heard about the new Ai called Sora? Apparently it can now create 2D and 3D animations as well as hyper realistic videos. I’ve been getting into animation and trying to improve my art for years since I was 7, but now seeing that anyone can create animation/works in just a mare seconds by typing in a couple words, it’s such a huge slap in the face to people who actually put the time and effort into their works and it’s so discouraging! And it has me worried about what’s going to happen next for artists and many others, as-well. There’s already generated voices, generated works stolen from actual artists, generated music, and now this! It’s just so scary that it’s coming this far. 

Yeah, I've seen it. And yeah, it feels like the universe has taken on a 'fuck you in particular' attitude toward artists the past few years. A lot of damage has already been done, and there are plenty of reasons for concern, but bear in mind that we don't know how this will play out yet. Be astute, be justifiably angry, but don't let despair take over. --------

One would expect that the promo clips that have been dropping lately represent some of the best of the best-looking stuff they've been able to produce. And it's only good-looking on an extremely superficial level. It's still riddled with problems if you spend even a moment observing. And I rather suspect, prior to a whole lot of frustrated iteration, most prompts are still going to get you camera-sickness inducing, wibbly-wobbly nonsense with a side of body horror.

Will the tech ultimately get 'smarter' than that and address the array of typical AI giveaways? Maybe. Probably, even. Does that mean it'll be viable in quite the way it's being marketed, more or less as a human-replacer? Well…

A lot of this is hype, and hype is meant to drive up the perceived value of the tech. Executives will rush to be early adopters without a lot of due diligence or forethought because grabbing it first like a dazzled chimp and holding up like a prize ape-rock makes them look like bleeding-edge tech geniuses in their particular ecosystem. They do this because, in turn, that perceived value may make their company profile and valuations go up too, which makes shareholders short-term happy (the only kind of happy they know). The problem is how much actual functional value will it have? And how long does it last? Much of it is the same routine we were seeing with blockchain a few years ago: number go up. Number go up always! Unrealistic, unsustainable forever-growth must be guaranteed in this economic clime. If you can lay off all of your people and replace them with AI, number goes up big and never stops, right?

I have some doubts. ----------------------

The chips also haven't landed yet with regards to the legality of all of this. Will these adopters ultimately be able to copyright any of this output trained on datasets comprised of stolen work? Can computer-made art even be copyrighted at all? How much of a human touch will be required to make something copyright-able? I don't know yet. Neither do the hype team or the early adopters.

Does that mean the tech will be used but will have to be retrained on the adopter's proprietary data? Yeah, maybe. That'd be a somewhat better outcome, at least. It still means human artists make specific things for the machine to learn from. (Watch out for businesses that use 'ethical' as a buzzword to gloss over how many people they've let go from their jobs, though.)

Will it become industry standard practice to do things this way? Maybe. Will it still require an artist's sensbilities and oversignt to plan and curate and fix the results so that it doesn't come across like pure AI trash? Yeah, I think that's pretty likely.

If it becomes standard practice, will it become samey, and self-referential and ultimately an emblem of doing things the cookie-cutter way instead of enlisting real, human artists? Quite possibly.

If it becomes standard industry practice, will there still be an audience or a demand or a desire for art made by human artists? Yes, almost certainly. With every leap of technology, that has remained the case. ------------------ TL;DR Version:

I'm not saying with any certainty that this AI blitz is a passing fad. I think we're likely to experience a torrential amount of generative art, video, voice, music, programming, and text in the coming years, in fact, and it will probably irrevocably change the layout of the career terrain. But I wouldn't be surprised if it was being overhyped as a business strategy right now. And I don't think the immensity of its volume will ever overcome its inherent emptiness.

What I am certain of is that it will not eliminate the innate human impulse to create. Nor the desire to experience art made by a fellow soul. Keep doing your thing, Anon. It's precious. It's authentic. It will be all the more special because it will have come from you, a human.