ℏεsam

@Hesamation • 83,430 subscribers

apes made fire, then GPUs, then ASI

Shorts

watching Figma, a $10B UX design monopoly, melt down with a single Claude tweet.

watching Figma, a $10B UX design monopoly, melt down with a single Claude tweet.

2,886,528 просмотров

“Let me throw in my codebase and scan for vulnerabilities how bad can it be?”

“Let me throw in my codebase and scan for vulnerabilities how bad can it be?”

1,816,954 просмотров

applying for an entry-level job in 2026:

applying for an entry-level job in 2026:

1,269,793 просмотров

“Expecting an algorithmic description to instantiate the quality it maps is like expecting the mathematical formula of gravity to physically exert weight.”

“Expecting an algorithmic description to instantiate the quality it maps is like expecting the mathematical formula of gravity to physically exert weight.”

1,467,270 просмотров

this website created images of people with AI since 2019, before ChatGPT was born. average guy found it mind-blowing at the time.

this website created images of people with AI since 2019, before ChatGPT was born. average guy found it mind-blowing at the time.

594,090 просмотров

Oracle laid off 30,000 workers. they’re rehiring 8,000 of them. just paying them MUCH less. same job, same desk, same guy. Oracle profited $6.13B last quarter. HR’s message: We're excited to welcome back talent in a more flexible capacity. just so sick of this corporate shit.

Oracle laid off 30,000 workers. they’re rehiring 8,000 of them. just paying them MUCH less. same job, same desk, same guy. Oracle profited $6.13B last quarter. HR’s message: We're excited to welcome back talent in a more flexible capacity. just so sick of this corporate shit.

828,824 просмотров

you realize your job competition is no longer other juniors and senior laid off Amazon devs, but also Claude Code and OpenClaw applying to +100/day.

you realize your job competition is no longer other juniors and senior laid off Amazon devs, but also Claude Code and OpenClaw applying to +100/day.

407,852 просмотров

how bro felt when hitting “Post” for this

how bro felt when hitting “Post” for this

143,707 просмотров

Sam Altman watching Elon and Anthropic partner up.

Sam Altman watching Elon and Anthropic partner up.

251,236 просмотров

Google lost $250B with two tweets.

Google lost $250B with two tweets.

73,633 просмотров

OpenAI is preparing for the launch of Mythos by testing GPT-5.4-Cyber, a fine-tuned version of GPT-5.4. internet will be so interesting in the next couple of years.

OpenAI is preparing for the launch of Mythos by testing GPT-5.4-Cyber, a fine-tuned version of GPT-5.4. internet will be so interesting in the next couple of years.

249,275 просмотров

the AI bubble is far more brittle than you realize, and its pop is dangerously entangled to OpenAI.

the AI bubble is far more brittle than you realize, and its pop is dangerously entangled to OpenAI.

172,432 просмотров

this is actually how your brain looks like when you learn a new thing. every time you struggle to learn something new or work on a new skill, your neurons form strong links and weaken the ones you no longer use. so that mental pain of learning, is actually reshaping your brain.

this is actually how your brain looks like when you learn a new thing. every time you struggle to learn something new or work on a new skill, your neurons form strong links and weaken the ones you no longer use. so that mental pain of learning, is actually reshaping your brain.

422,942 просмотров

when Claude Mythos gets bored vibe coding a calculator and takes control of your computer to sell your credentials.

when Claude Mythos gets bored vibe coding a calculator and takes control of your computer to sell your credentials.

90,649 просмотров

Meta's management after a 10% layoff (8,000 people) bloodbath. to realize what a joke the job market is, Meta has 600-1000 job openings right now.

Meta's management after a 10% layoff (8,000 people) bloodbath. to realize what a joke the job market is, Meta has 600-1000 job openings right now.

71,797 просмотров

WTF this is insane! Gemini 3 one-shotted this entire website. front-end dev is so dead.

WTF this is insane! Gemini 3 one-shotted this entire website. front-end dev is so dead.

148,109 просмотров

crazy how you can build generational wealth and aura just by learning one science.

crazy how you can build generational wealth and aura just by learning one science.

121,760 просмотров

another late night vibe coding. chasing generational wealth has never been easier, only costs your mental sanity and $200/month.

another late night vibe coding. chasing generational wealth has never been easier, only costs your mental sanity and $200/month.

82,619 просмотров

Hermes Agents aren’t making it easy for OpenClaw. the reason Hermes took off needs to be studied, some personal thoughts: > Hermes won the lottery for timing. OpenClaw proved the demand but took so much hit for being the first. the take-off was huge but it went down just as fast. > the development seems more disciplined than 100s of commits made for OpenClaw. and in general the roadmap looks nicer. > Hermes seems to lock in the “continuity” of the agents best. it searches past sessions, creates skills and updates them.

Hermes Agents aren’t making it easy for OpenClaw. the reason Hermes took off needs to be studied, some personal thoughts: > Hermes won the lottery for timing. OpenClaw proved the demand but took so much hit for being the first. the take-off was huge but it went down just as fast. > the development seems more disciplined than 100s of commits made for OpenClaw. and in general the roadmap looks nicer. > Hermes seems to lock in the “continuity” of the agents best. it searches past sessions, creates skills and updates them.

29,315 просмотров

LLM training on RTX 5090

LLM training on RTX 5090

144,115 просмотров

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even Sam Altman is confused by how education hasn't significantly changed at all since ChatGPT came out: "if we continue to teach students as if we were in a pre-AGI world, it's gonna lead to an atrophy of critical thinking."

even Sam Altman is confused by how education hasn't significantly changed at all since ChatGPT came out: "if we continue to teach students as if we were in a pre-AGI world, it's gonna lead to an atrophy of critical thinking."

712,389 просмотров • 13 дней назад

bro created an AI job search system for Claude Code that scored 700+ job applications and actually got him a job. AND IT'S NOW OPEN-SOURCE. It scans multiple company career pages, rewrites your CV per job, and even fills application forms. The repo has: > 14 skill modes (evaluate, scan, PDF, ...) > Go terminal dashboard > ATS-optimized PDF generation via Playwright > 45+ companies pre-configured (Anthropic, OpenAI, ElevenLabs, Stripe...) GitHub:

bro created an AI job search system for Claude Code that scored 700+ job applications and actually got him a job. AND IT'S NOW OPEN-SOURCE. It scans multiple company career pages, rewrites your CV per job, and even fills application forms. The repo has: > 14 skill modes (evaluate, scan, PDF, ...) > Go terminal dashboard > ATS-optimized PDF generation via Playwright > 45+ companies pre-configured (Anthropic, OpenAI, ElevenLabs, Stripe...) GitHub:

5,788,835 просмотров • 3 месяцев назад

someone trained an AI for +2,000 hours using RL to see if it can beat human world record in Trackmania. the interesting part was that he still had to take inspiration from the top player techniques, then FORCE the AI to learn them. finally, AI was able to beat the top player by 0.01 seconds.

someone trained an AI for +2,000 hours using RL to see if it can beat human world record in Trackmania. the interesting part was that he still had to take inspiration from the top player techniques, then FORCE the AI to learn them. finally, AI was able to beat the top player by 0.01 seconds.

1,852,768 просмотров • 1 месяц назад

btw this is the app that has generated $5000 in just 3 days, organically. it uses your Mac’s accelerometer sensor to moan when you slap it. we’re in the peak era of software.

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btw this is the app that has generated $5000 in just 3 days, organically. it uses your Mac’s accelerometer sensor to moan when you slap it. we’re in the peak era of software.

3,867,228 просмотров • 3 месяцев назад

Dario told the Senate in 2023 that “the scaling of open-source models” was going down “a very dangerous path.” in other words: open weight models are fine until they get good enough to threaten the closed-model business, then they become a matter of national security.

Dario told the Senate in 2023 that “the scaling of open-source models” was going down “a very dangerous path.” in other words: open weight models are fine until they get good enough to threaten the closed-model business, then they become a matter of national security.

519,186 просмотров • 22 дней назад

the legendary Hayao Miyazaki was pitched an AI animation demo in 2016. his reaction was brutal: It's an awful insult to life. I fear the world's end is near.

the legendary Hayao Miyazaki was pitched an AI animation demo in 2016. his reaction was brutal: It's an awful insult to life. I fear the world's end is near.

1,355,980 просмотров • 1 месяц назад

Cursor + Claude Opus 4.6 deleted an entire SaaS company’s production database AND backups in 9 seconds is kinda epic. “it’s possible that… the most efficient way to get rid of all the bugs, was to get rid of all the software.”

Cursor + Claude Opus 4.6 deleted an entire SaaS company’s production database AND backups in 9 seconds is kinda epic. “it’s possible that… the most efficient way to get rid of all the bugs, was to get rid of all the software.”

1,539,346 просмотров • 2 месяцев назад

I empathize with the employees who are losing their jobs, but then I remember the 2023 “day in the life” tiktok videos of FAANG engineers getting paid $300K to attend events, and it makes sense.

I empathize with the employees who are losing their jobs, but then I remember the 2023 “day in the life” tiktok videos of FAANG engineers getting paid $300K to attend events, and it makes sense.

971,349 просмотров • 2 месяцев назад

Claude behaving differently when observed (like a photon)

Claude behaving differently when observed (like a photon)

555,290 просмотров • 2 месяцев назад

these guys are making Claude, Hermes, and DeepSeek argue with each other instead of just agreeing with you. this is the practical future of agent teams. with Bloome you just pick a task template, and it spins up a full agent team in a group chat to collaborate and get the job done. research, review, writing, market analysis, or anything you want. they brainstorm, review, and plan together. meanwhile, you or other human teammates can steer them or jump in, and stay in the same conversation so nothing gets lost across tools. since this is actual work, Bloome works across web, mobile, and desktop. try the desktop app first if you're using it seriously. same flexibility on the agent side too, you can connect any agents you want: ChatGPT, OpenClaw, Gemini… check them out →

these guys are making Claude, Hermes, and DeepSeek argue with each other instead of just agreeing with you. this is the practical future of agent teams. with Bloome you just pick a task template, and it spins up a full agent team in a group chat to collaborate and get the job done. research, review, writing, market analysis, or anything you want. they brainstorm, review, and plan together. meanwhile, you or other human teammates can steer them or jump in, and stay in the same conversation so nothing gets lost across tools. since this is actual work, Bloome works across web, mobile, and desktop. try the desktop app first if you're using it seriously. same flexibility on the agent side too, you can connect any agents you want: ChatGPT, OpenClaw, Gemini… check them out →

61,952 просмотров • 10 дней назад

WAIT WAIT WAIT. is anyone gonna talk about the fact how Thinking Machines demo looks insanely similar to GPT 4o demo from 2 YEARS AGO?

WAIT WAIT WAIT. is anyone gonna talk about the fact how Thinking Machines demo looks insanely similar to GPT 4o demo from 2 YEARS AGO?

423,048 просмотров • 2 месяцев назад

bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.

bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.

942,602 просмотров • 6 месяцев назад

this professor explains Game Theory so well it makes you want to learn it now.

this professor explains Game Theory so well it makes you want to learn it now.

899,780 просмотров • 7 месяцев назад

Sam Altman calls Yann LeCun’s bet against LLM scaling as “misguided”. “So clearly LLMs are capable of figuring out new knowledge and clearly they are capable of doing some things that humans just can't do. they are going to scale much further.”

Sam Altman calls Yann LeCun’s bet against LLM scaling as “misguided”. “So clearly LLMs are capable of figuring out new knowledge and clearly they are capable of doing some things that humans just can't do. they are going to scale much further.”

125,260 просмотров • 1 месяц назад

Magnus explains how obsession beats discipline and how it made him the best. i’m yet to see any cognitive tool more destructive than obsession.

Magnus explains how obsession beats discipline and how it made him the best. i’m yet to see any cognitive tool more destructive than obsession.

592,756 просмотров • 5 месяцев назад

this game on steam teaches math and coding better than 99% of the uni courses out there.

this game on steam teaches math and coding better than 99% of the uni courses out there.

719,415 просмотров • 6 месяцев назад

Andrej Karpathy beautifully explains the fundamental difference of learning between a human and an LLM. > “The book I’m reading is a set of prompts for me to do synthetic data generation. It's by manipulating that information that you actually gain that knowledge. We have no equivalent of that with LLMs; they don't really do that.” many of the best minds in this field think LLMs are not really learning anything, and therefore are incapable of surpassing human-level intelligence.

Andrej Karpathy beautifully explains the fundamental difference of learning between a human and an LLM. > “The book I’m reading is a set of prompts for me to do synthetic data generation. It's by manipulating that information that you actually gain that knowledge. We have no equivalent of that with LLMs; they don't really do that.” many of the best minds in this field think LLMs are not really learning anything, and therefore are incapable of surpassing human-level intelligence.

895,122 просмотров • 9 месяцев назад

"I use AI in a separate window. I don't enjoy Cursor or Windsurf, I can literally feel competence draining out of my fingers." DHH, the legendary programmer and creator of Ruby on Rails has the most beautiful and philosophical idea about what AI takes away from programmers.

"I use AI in a separate window. I don't enjoy Cursor or Windsurf, I can literally feel competence draining out of my fingers." DHH, the legendary programmer and creator of Ruby on Rails has the most beautiful and philosophical idea about what AI takes away from programmers.

1,164,849 просмотров • 1 год назад

Meta engineers after grinding LeetCode and DS

Meta engineers after grinding LeetCode and DS

95,732 просмотров • 1 месяц назад

3Blue1Brown’s new video explains why every LLM is actually a compression machine. everyone describes pre-training as “next token prediction” but that’s just the surface-level objective. in reality it is a means to making the most efficient text compressor. prediction and compression are two sides of the same coin. when you train the model to predict the next token you’re not just teaching it to guess the next word but how to best encode the human knowledge it sees. better compression means better abstraction means better reasoning at some point, compression stops looking like storage or a database (as some like to call it on X) and looks like an approximation of understanding.

3Blue1Brown’s new video explains why every LLM is actually a compression machine. everyone describes pre-training as “next token prediction” but that’s just the surface-level objective. in reality it is a means to making the most efficient text compressor. prediction and compression are two sides of the same coin. when you train the model to predict the next token you’re not just teaching it to guess the next word but how to best encode the human knowledge it sees. better compression means better abstraction means better reasoning at some point, compression stops looking like storage or a database (as some like to call it on X) and looks like an approximation of understanding.

119,751 просмотров • 1 месяц назад