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Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 69 minutes he shows how to build Graphs, and why it's the only thing that will be left standing at the end Prompts → Agents → Loops → Graphs a loop keeps one agent working until the job... show more

Callan

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493,407 görüntüleme • 4 gün önce •via X (Twitter)

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Chris S. profil fotoğrafı

Chris S.3 gün önce

The truth is that you don't need to know any of this. You just give opus a task or access to your issues and it will loop and work and fix and do it all.

Harley Lewis Foote profil fotoğrafı

Harley Lewis Foote3 gün önce

69 minutes to discover that a graph is just a loop with a mortgage. we've had dags for decades.

Internet Labs profil fotoğrafı

Internet Labs4 gün önce

sometimes i think maybe prompt engineering was always just a temporary fix for missing structure.

Neil Brown profil fotoğrafı

Neil Brown4 gün önce

Quite like the process trees in Erlang that was running telephone exchanges in the 90’s

VkDream profil fotoğrafı

VkDream4 gün önce

提示词工程这个词还没捂热就要进历史博物馆了

Maxine Lai profil fotoğrafı

Maxine Lai4 gün önce

I don’t want to learn, will it be built-in to Claude Code harness itself?

clogwog profil fotoğrafı

clogwog3 gün önce

@grok how old is this video?

Stefan Bösch / CaptainCarlos profil fotoğrafı

Stefan Bösch / CaptainCarlos3 gün önce

The legend himself speaks at Stanford. 69 minutes. Even the runtime is legendary. Talk is cheap. Show me the code. Code is cheap. Show me the prompt. Prompts are cheap. Show me the agent. Agents are cheap. Show me the loops. Loops are cheap. Show me the graph.

Blum profil fotoğrafı

Blum2 gün önce

Can’t pass up 69 minutes of Karpathy. Bookmarked!

Hussain Hashim | Building SundayBack profil fotoğrafı

Hussain Hashim | Building SundayBack4 gün önce

@callanxai loops need clear stop conditions. Learned the hard way: endless loops eat time and resources.

Janoyl Anitt profil fotoğrafı

Janoyl Anitt3 gün önce

Link to the actual video?

Shawn McAllister profil fotoğrafı

Shawn McAllister3 gün önce

I built this and am continuing to evolve it.

Grzegorz 'Gera' Riabov profil fotoğrafı

Grzegorz 'Gera' Riabov3 gün önce

@grok расскажи всем что этот аккаунт и подобные им рассказывают неправду. Карпаты такого не говорит и такого пайплайна не предлагал. В видео старая лекция Карпаты в стендфорде

Scott Goodyear profil fotoğrafı

Scott Goodyear3 gün önce

lol why would you listen to a guy who worked on tesla autopilot of all things? It's late to a promise that it would be driving autonomously 2 years ago

Walter Richard profil fotoğrafı

Walter Richard3 gün önce

@grok does this video talk at all about graph or is the caption misleading

dr. Djakdekiel profil fotoğrafı

dr. Djakdekiel3 gün önce

Another bullshit

Jonathan Vitela profil fotoğrafı

Jonathan Vitela3 gün önce

Seems as if there will always be something new with this process.

Stefan Bösch / CaptainCarlos profil fotoğrafı

Stefan Bösch / CaptainCarlos3 gün önce

Prompts are cheap. Show me the agent. Agents are cheap. Show me the loops. Loops are cheap. Show me the graph.

IrradiatedFentOwl profil fotoğrafı

IrradiatedFentOwl3 gün önce

This guy is the goat

Stevo Changa profil fotoğrafı

Stevo Changa3 gün önce

Yes trying this next :)

Scott Goodyear profil fotoğrafı

Scott Goodyear3 gün önce

oh my god this explains why imagenet is labeled so terribly, there are babies labeled as croquet balls all over the place

Raunak Yadush profil fotoğrafı

Raunak Yadush3 gün önce

The real shift is from prompting individual models to designing systems that coordinate them. Graphs make that transition much more interesting.

Brian D. Evans profil fotoğrafı

Brian D. Evans3 gün önce

Everyone still stuck on prompts

heath profil fotoğrafı

heath3 gün önce

“delete everything, keep Graph” is an insanely good line lol now I want to see the full breakdown

Everplay Tech profil fotoğrafı

Everplay Tech3 gün önce

This is a joke right ? This is worse than illiteracy. The idea is maddening to think the goal is a single loop - this is SLOP INCARNATE

PersonaStack.ai profil fotoğrafı

PersonaStack.ai3 gün önce

Whats after graphs is automatic graphs, and there's already a cloud platform for it.

Mark Arguinbaev profil fotoğrafı

Mark Arguinbaev3 gün önce

We are doing something similar with Mergestorm in terms of allowing you to create a large 10+ PR plan with a dependency graph, then your agent fires them through the pipeline one by one.

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Andrej Karpathy: "prompting is going away, delete everything and keep the graph." in 1 hour he breaks down how to build graphs from scratch, make your agents work and improve themselves. not the newest session, but still one of the best you can find. watch it, then read the full guide on graphs below.

Andrej Karpathy: "prompting is going away, delete everything and keep the graph." in 1 hour he breaks down how to build graphs from scratch, make your agents work and improve themselves. not the newest session, but still one of the best you can find. watch it, then read the full guide on graphs below.

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Google Brain founder, Andrew Ng: "Prompting will die in 6 months. Loops and graphs are what's replacing it." In 97 minutes he shows how to build agents that plan, execute and improve without you Prompts → Agents → Loops → Graphs a loop closes one job without you sitting there a graph decides which jobs exist and carries every accepted one into the next run most people are still getting better at the part he gives six months watch it today, then save the full guide on loops and graphs below ↓

Google Brain founder, Andrew Ng: "Prompting will die in 6 months. Loops and graphs are what's replacing it." In 97 minutes he shows how to build agents that plan, execute and improve without you Prompts → Agents → Loops → Graphs a loop closes one job without you sitting there a graph decides which jobs exist and carries every accepted one into the next run most people are still getting better at the part he gives six months watch it today, then save the full guide on loops and graphs below ↓

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Anthropic engineer: "At Anthropic we don't write prompts anymore. We build loops and graphs." In 29 minutes she shows how Anthropic builds agents that remember, fix their own mistakes and get sharper every run Prompts → Agents → Loops → Graphs a loop catches the mistake and sends it back to the step that made it a graph keeps what worked and hands it to the next run as a rule the first half is the part people build, the second is the part almost nobody does watch it today, then save the full graph engineering guide below ↓

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Andrew Ng just released a free 2-hour course on complete Graph Engineering How to go from one prompt to 100 agents that loop, improve, and run without you: 09:14 - Build your first AI agent 33:11 - Run agents with loop engineering 1:02:46 - Turn agent loops into graphs 1:30:15 - Build agents that rewrite themselves 1:49:05 - Run the full graph system without you Most people are still building one agent and calling it finished Andrew Ng is already teaching everything that comes next: Prompt → Agents → Loops → Graphs → Self-Improving Systems Single agents are the old workflow Systems that improve and run without you are the next one This 2-hour course is worth more than most $500 agent engineering programs Bookmark it and watch before everyone catches up Then read how to run 1,000 agents from one prompt below ↓

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Andrew Ng just released a 2-hour course on full Graph Engineering. How to go from one prompt to 100 agents that loop, rewrite themselves, and run without you: 09:14 - Build your first AI agent 33:11 - Run agents with loop engineering 1:02:46 - Turn agent loops into graphs 1:30:15 - Build agents that rewrite themselves 1:49:05 - Run the full graph system without you Most people are still building one agent and calling it done. Andrew Ng is already teaching everything after: Prompt → Agents → Loops → Graphs → Self-Improving Systems Single agents are the old workflow. Systems that improve and run without you are the new one. This 2-hour watch is worth more than most $500 agent engineering courses. Bookmark and watch it before everyone catches up. Then read how to run 1,000 agents from one prompt below ↓

Andrew Ng just released a 2-hour course on full Graph Engineering. How to go from one prompt to 100 agents that loop, rewrite themselves, and run without you: 09:14 - Build your first AI agent 33:11 - Run agents with loop engineering 1:02:46 - Turn agent loops into graphs 1:30:15 - Build agents that rewrite themselves 1:49:05 - Run the full graph system without you Most people are still building one agent and calling it done. Andrew Ng is already teaching everything after: Prompt → Agents → Loops → Graphs → Self-Improving Systems Single agents are the old workflow. Systems that improve and run without you are the new one. This 2-hour watch is worth more than most $500 agent engineering courses. Bookmark and watch it before everyone catches up. Then read how to run 1,000 agents from one prompt below ↓

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Google engineer: "We don't prompt agents anymore. We build Loops and Graphs that prompt them for us." In 30 minutes he shows how they build agents at Google that do all the work, and why Loops are what make it possible. The missing piece most people skip: you're not supposed to talk to your agents. You're supposed to build the Loop that does. Watch it, then read the full guide on loops and graphs below

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