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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...

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Callan

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493,407 Aufrufe • vor 4 Tagen •via X (Twitter)

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27 Kommentare

Profilbild von Chris S.
Chris S.vor 3 Tagen

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.

Profilbild von Harley Lewis Foote
Harley Lewis Footevor 3 Tagen

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

Profilbild von Internet Labs
Internet Labsvor 4 Tagen

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

Profilbild von Neil Brown
Neil Brownvor 4 Tagen

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

Profilbild von VkDream
VkDreamvor 4 Tagen

提示词工程这个词还没捂热 就要进历史博物馆了

Profilbild von Maxine Lai
Maxine Laivor 4 Tagen

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

Profilbild von clogwog
clogwogvor 3 Tagen

@grok how old is this video?

Profilbild von Stefan Bösch / CaptainCarlos
Stefan Bösch / CaptainCarlosvor 3 Tagen

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.

Profilbild von Blum
Blumvor 2 Tagen

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

Profilbild von Hussain Hashim | Building SundayBack
Hussain Hashim | Building SundayBackvor 3 Tagen

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

Profilbild von Janoyl Anitt
Janoyl Anittvor 3 Tagen

Link to the actual video?

Profilbild von Shawn McAllister
Shawn McAllistervor 3 Tagen

I built this and am continuing to evolve it.

Profilbild von Grzegorz 'Gera' Riabov
Grzegorz 'Gera' Riabovvor 3 Tagen

@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

Profilbild von Scott Goodyear
Scott Goodyearvor 3 Tagen

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

Profilbild von Walter Richard
Walter Richardvor 3 Tagen

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

Profilbild von dr. Djakdekiel
dr. Djakdekielvor 3 Tagen

Another bullshit

Profilbild von Jonathan Vitela
Jonathan Vitelavor 3 Tagen

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

Profilbild von Stefan Bösch / CaptainCarlos
Stefan Bösch / CaptainCarlosvor 3 Tagen

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

Profilbild von IrradiatedFentOwl
IrradiatedFentOwlvor 3 Tagen

This guy is the goat

Profilbild von Stevo Changa
Stevo Changavor 3 Tagen

Yes trying this next :)

Profilbild von Scott Goodyear
Scott Goodyearvor 3 Tagen

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

Profilbild von Raunak Yadush
Raunak Yadushvor 3 Tagen

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

Profilbild von Brian D. Evans
Brian D. Evansvor 3 Tagen

Everyone still stuck on prompts

Profilbild von heath
heathvor 3 Tagen

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

Profilbild von Everplay Tech
Everplay Techvor 3 Tagen

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

Profilbild von PersonaStack.ai
PersonaStack.aivor 3 Tagen

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

Profilbild von Mark Arguinbaev
Mark Arguinbaevvor 3 Tagen

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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