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ℏεsam

@Hesamation • 86,071 subscribers

Daily AI News / Open Source / AI Engineering and Research | Apes made fire, then GPUs, then ASI

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Anthropic in 2037 after finding out your grandma has a handwritten diary that they didn’t scan and burn

Anthropic in 2037 after finding out your grandma has a handwritten diary that they didn’t scan and burn

1,507,410 views

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.

2,887,621 views

“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 views

applying for an entry-level job in 2026:

applying for an entry-level job in 2026:

1,271,225 views

One side is cheering for robots running in a stadium and the other is debating if curing cancer is worth accelerating for. THE CONTRAST IS RIDICULOUS.

One side is cheering for robots running in a stadium and the other is debating if curing cancer is worth accelerating for. THE CONTRAST IS RIDICULOUS.

102,417 views

“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.”

1,468,880 views

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.

594,944 views

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.

828,891 views

literally me

literally me

178,757 views

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.

408,310 views

Sam Altman watching Elon and Anthropic partner up.

Sam Altman watching Elon and Anthropic partner up.

251,625 views

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 views

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.

423,321 views

how bro felt when hitting “Post” for this

how bro felt when hitting “Post” for this

144,451 views

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.

172,515 views

Google lost $250B with two tweets.

Google lost $250B with two tweets.

73,633 views

Fable 5 dodging every prompt from fixing code vulnerabilities to the smell of bumblebee fart.

Fable 5 dodging every prompt from fixing code vulnerabilities to the smell of bumblebee fart.

56,109 views

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 views

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 views

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 views

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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:
0:22
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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:

ℏεsam

5,813,738 views • 4 months ago

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.
1:04

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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.

ℏεsam

3,873,367 views • 5 months ago

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.
0:48
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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.

ℏεsam

1,853,181 views • 3 months ago

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.
1:24
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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.

ℏεsam

1,358,148 views • 3 months ago

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."
1:42
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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."

ℏεsam

714,946 views • 1 month ago

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.”
1:43
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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.”

ℏεsam

1,540,007 views • 4 months ago

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.
0:36
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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.

ℏεsam

971,349 views • 3 months ago

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.
2:14
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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.

ℏεsam

524,041 views • 2 months ago

Claude behaving differently when observed (like a photon)
0:24
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Claude behaving differently when observed (like a photon)

ℏεsam

555,685 views • 3 months ago

A YouTuber gave Claude a body, eyes, and motion control, then sent it into the woods. This is probably one of the most beautiful experiments I’ve seen about giving AI a body. Lewis Menelaws really cooked hard with this one.
0:59
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A YouTuber gave Claude a body, eyes, and motion control, then sent it into the woods. This is probably one of the most beautiful experiments I’ve seen about giving AI a body. Lewis Menelaws really cooked hard with this one.

ℏεsam

61,809 views • 13 days ago

the entire tech industry when Claude has an outage
0:20
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the entire tech industry when Claude has an outage

ℏεsam

152,563 views • 1 month ago

“The downside of not having a clean codebase is worse than ever.” just watched an interview from dax explaining why OpenCode’s codebase is now cleaner than it’s ever been. an agent’s performance is a function of its intelligence, your instruction, and its context (the codebase). that’s why it’s more important than ever to maintain the codebase regularly, establish patterns, and go back to fix some of the old deprecated ways.
1:46
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“The downside of not having a clean codebase is worse than ever.” just watched an interview from dax explaining why OpenCode’s codebase is now cleaner than it’s ever been. an agent’s performance is a function of its intelligence, your instruction, and its context (the codebase). that’s why it’s more important than ever to maintain the codebase regularly, establish patterns, and go back to fix some of the old deprecated ways.

ℏεsam

110,430 views • 26 days ago

bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.
6:40
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bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.

ℏεsam

944,525 views • 7 months ago

“Folks who are still stuck in the analysis that agents are parrots… are delusional about the progress that’s been made in the last 6-9 months.” Probably the best part of the DHH interview, especially coming from someone who was on the skeptical side of AI just a year ago.
2:08
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“Folks who are still stuck in the analysis that agents are parrots… are delusional about the progress that’s been made in the last 6-9 months.” Probably the best part of the DHH interview, especially coming from someone who was on the skeptical side of AI just a year ago.

ℏεsam

13,246 views • 3 days 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?
1:22
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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?

ℏεsam

423,048 views • 3 months ago

this professor explains Game Theory so well it makes you want to learn it now.
2:15
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this professor explains Game Theory so well it makes you want to learn it now.

ℏεsam

900,834 views • 8 months ago

this game on steam teaches math and coding better than 99% of the uni courses out there.
1:17
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this game on steam teaches math and coding better than 99% of the uni courses out there.

ℏεsam

720,124 views • 8 months ago

"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.
3:50
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"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.

ℏεsam

1,165,812 views • 1 year ago

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.
0:30
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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.

ℏεsam

593,584 views • 6 months ago

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.
7:01
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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.

ℏεsam

895,349 views • 10 months ago