I'm just a Monkey doing research.
Joined May 2023
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- Followers307
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This is f*cking insane. Anthropic just paid millions to hire Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth
The same week, he gave away what he knows for $0:
"Vibe coding is dead. Software 3.0 is here. You don't write the program anymore, you build the system that writes it"
In 29 minutes, he explains why LLMs are ghosts, not animals, and what that changes about how you build with Fable 5.2
Software 1.0 → Neural Nets → Prompts → Agents → Software 3.0
OpenAI co-founder. Former head of AI at Tesla. No paywall, just a link
Worth more than any $2,000 AI course this year
Bookmark and watch it today
Then read how to build that software factory step by step: Harness, Loops, Graphs ↓
This is f*cking insane. Elon Musk emailed his team: "Andrej is the #2 computer vision mind on Earth, after Ilya Sutskever"
At 15, Karpathy left Slovakia for Toronto. He studied under Geoffrey Hinton, did his PhD under Fei-Fei Li, and spent 17 years teaching machines to see
In 2012 he wrote that computer vision was "really, really far away"
Slovakia → Toronto → Hinton → Stanford → OpenAI → Tesla → The Man Everyone Learns From
8 minutes on how one person got there
Bookmark it
Then read the "Harness, Loops, Graphs" guide below ↓
This is f*cking insane. Anthropic just paid millions to hire Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth
The same week, he gave away what he knows for $0:
"Vibe coding is dead. Software 3.0 is here. You don't write the program anymore, you build the system that writes it"
In 29 minutes, he explains why LLMs are ghosts, not animals, and what that changes about how you build with Fable 5.2
Software 1.0 → Neural Nets → Prompts → Agents → Software 3.0
OpenAI co-founder. Former head of AI at Tesla. No paywall, just a link
Worth more than any $2,000 AI course this year
Bookmark and watch it today
Then read how to build that software factory step by step: Harness, Loops, Graphs ↓
8
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Agents aren't magic. They're distillation at scale
99% of what your model knows is dead weight. A small model with the right tools and a closed loop beats it"
In 16 minutes, he lays out the stack that actually works, and why the people at the top stopped paying for the biggest model
Big Model → Small Model → Right Tools → Closed Loop → Self-Improving Agent
Most people keep upgrading the model. The loop is what makes a small one dangerous
Worth more than any $1,000 AI course this year
Bookmark and watch it today
Then read how to build that closed loop step by step in Harness, Loops, Graphs ↓
This is f*cking insane. Anthropic just paid millions to hire Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth
The same week, he gave away what he knows for $0:
"Vibe coding is dead. Software 3.0 is here. You don't write the program anymore, you build the system that writes it"
In 29 minutes, he explains why LLMs are ghosts, not animals, and what that changes about how you build with Fable 5.2
Software 1.0 → Neural Nets → Prompts → Agents → Software 3.0
OpenAI co-founder. Former head of AI at Tesla. No paywall, just a link
Worth more than any $2,000 AI course this year
Bookmark and watch it today
Then read how to build that software factory step by step: Harness, Loops, Graphs ↓
29
This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates:
"The day will come when AI does everything we can do. Not some of it. All of it
Anything I can learn, anything any of you can learn, AI will learn too"
In this 9-minute speech, he explains why your brain is a biological computer and why a digital one catches up
Neural Nets → AlexNet → ChatGPT → Superintelligence → AI That Can Do Every Job
"You may not take interest in AI, but AI will take interest in you"
Worth more than any $5,000 AI course
Bookmark it and watch it tonight
Then read what this looks like on a desk today: 6 Grok bots, 200+ agents, a smaller bill ↓
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Agents aren't magic. They're distillation at scale
99% of what your model knows is dead weight. A small model with the right tools and a closed loop beats it"
In 16 minutes, he lays out the stack that actually works, and why the people at the top stopped paying for the biggest model
Big Model → Small Model → Right Tools → Closed Loop → Self-Improving Agent
Most people keep upgrading the model. The loop is what makes a small one dangerous
Worth more than any $1,000 AI course this year
Bookmark and watch it today
Then read how to build that closed loop step by step in Harness, Loops, Graphs ↓
1
113
This is f*cking insane. Andrej Karpathy:
"A 1B model can beat most of today's LLMs. 90% of what they spend goes into memorizing stuff that doesn't matter"
In 17 minutes, he explains why the next big model is a small one, and why the harness matters more than the weights
Giant Model → Cognitive Core → Tools → Tight Feedback Loop → A 1B Agent You Own
A raw LLM is a CPU with no OS. The harness is the OS
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read "Your AI video is not bad. Your checks are.", the harness behind 10 Opus 5.5 motion films ↓
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Agents aren't magic. They're distillation at scale
99% of what your model knows is dead weight. A small model with the right tools and a closed loop beats it"
In 16 minutes, he lays out the stack that actually works, and why the people at the top stopped paying for the biggest model
Big Model → Small Model → Right Tools → Closed Loop → Self-Improving Agent
Most people keep upgrading the model. The loop is what makes a small one dangerous
Worth more than any $1,000 AI course this year
Bookmark and watch it today
Then read how to build that closed loop step by step in Harness, Loops, Graphs ↓
53
Josh The Monkey retweeted
This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates:
"The day will come when AI does everything we can do. Not some of it. All of it
Anything I can learn, anything any of you can learn, AI will learn too"
In this 9-minute speech, he explains why your brain is a biological computer and why a digital one catches up
Neural Nets → AlexNet → ChatGPT → Superintelligence → AI That Can Do Every Job
"You may not take interest in AI, but AI will take interest in you"
Worth more than any $5,000 AI course
Bookmark it and watch it tonight
Then read what this looks like on a desk today: 6 Grok bots, 200+ agents, a smaller bill ↓
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Prompting is going away. Delete everything, keep the graph"
In 2 hours, he shows how to build graphs and why they're the only layer left standing
Prompts → Agents → Loops → Graphs
A loop keeps one agent working until the job is done. A graph decides which agents exist and what each one hands to the next
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read how an AI employee runs QC for motion engineering with Opus 5.5 ↓
This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates:
"The day will come when AI does everything we can do. Not some of it. All of it
Anything I can learn, anything any of you can learn, AI will learn too"
In this 9-minute speech, he explains why your brain is a biological computer and why a digital one catches up
Neural Nets → AlexNet → ChatGPT → Superintelligence → AI That Can Do Every Job
"You may not take interest in AI, but AI will take interest in you"
Worth more than any $5,000 AI course
Bookmark it and watch it tonight
Then read what this looks like on a desk today: 6 Grok bots, 200+ agents, a smaller bill ↓
94
Josh The Monkey retweeted
This is f*cking insane. Andrej Karpathy:
"A 1B model can beat most of today's LLMs. 90% of what they spend goes into memorizing stuff that doesn't matter"
In 17 minutes, he explains why the next big model is a small one, and why the harness matters more than the weights
Giant Model → Cognitive Core → Tools → Tight Feedback Loop → A 1B Agent You Own
A raw LLM is a CPU with no OS. The harness is the OS
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read "Your AI video is not bad. Your checks are.", the harness behind 10 Opus 5.5 motion films ↓
This is f*cking insane. Andrej Karpathy:
"A 1B model can beat most of today's LLMs. 90% of what they spend goes into memorizing stuff that doesn't matter"
In 17 minutes, he explains why the next big model is a small one, and why the harness matters more than the weights
Giant Model → Cognitive Core → Tools → Tight Feedback Loop → A 1B Agent You Own
A raw LLM is a CPU with no OS. The harness is the OS
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read "Your AI video is not bad. Your checks are.", the harness behind 10 Opus 5.5 motion films ↓
2
675
Josh The Monkey retweeted
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Prompting is going away. Delete everything, keep the graph"
In 2 hours, he shows how to build graphs and why they're the only layer left standing
Prompts → Agents → Loops → Graphs
A loop keeps one agent working until the job is done. A graph decides which agents exist and what each one hands to the next
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read how an AI employee runs QC for motion engineering with Opus 5.5 ↓
This is f*cking insane. Andrej Karpathy, the man Elon called the #2 computer vision mind on Earth:
"Prompting is going away. Delete everything, keep the graph"
In 2 hours, he shows how to build graphs and why they're the only layer left standing
Prompts → Agents → Loops → Graphs
A loop keeps one agent working until the job is done. A graph decides which agents exist and what each one hands to the next
Worth more than any $2,000 AI engineering course
Bookmark and watch it today
Then read how an AI employee runs QC for motion engineering with Opus 5.5 ↓
182
Josh The Monkey retweeted
This is f*cking insane. An OpenAI engineer just showed how work already looks inside OpenAI
"One agent now does the job of a whole team"
In 8 minutes, she shows it live
One Request → One Agent → The Work of a Whole Team
This is how work looks there today. It's coming to every company next
Worth more than most $500 AI courses
Bookmark and watch it today
Then read the "Harness, Loops, Graphs" guide below ↓
This is f*cking insane. An OpenAI engineer just showed how work already looks inside OpenAI
"One agent now does the job of a whole team"
In 8 minutes, she shows it live
One Request → One Agent → The Work of a Whole Team
This is how work looks there today. It's coming to every company next
Worth more than most $500 AI courses
Bookmark and watch it today
Then read the "Harness, Loops, Graphs" guide below ↓
Josh The Monkey retweeted
This is f*cking insane. Elon Musk emailed his team: "Andrej is the #2 computer vision mind on Earth, after Ilya Sutskever"
At 15, Karpathy left Slovakia for Toronto. He studied under Geoffrey Hinton, did his PhD under Fei-Fei Li, and spent 17 years teaching machines to see
In 2012 he wrote that computer vision was "really, really far away"
Slovakia → Toronto → Hinton → Stanford → OpenAI → Tesla → The Man Everyone Learns From
8 minutes on how one person got there
Bookmark it
Then read the "Harness, Loops, Graphs" guide below ↓
Josh The Monkey retweeted
This is f*cking insane. Geoffrey Hinton, the Godfather of AI who quit Google to warn the world:
"If you sleep well tonight, you may not have understood this lecture"
In 47 minutes, he explains what AI already does that its creators never intended
Neural Networks → Abilities Nobody Planned → Ahead of Us in Most Tasks → Which Side Are You On
The question isn't if it passes us. It's when
Worth more than any $1,000 AI course you'll buy this year
Bookmark and watch it tonight
Then read the "Harness, Loops, Graphs" guide below ↓