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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...

493,407 просмотров • 4 дней назад •via X (Twitter)

Комментарии: 27

Фото профиля Chris S.
Chris S.3 дней назад

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.

Фото профиля Harley Lewis Foote
Harley Lewis Foote3 дней назад

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

Фото профиля Internet Labs
Internet Labs3 дней назад

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

Фото профиля Neil Brown
Neil Brown4 дней назад

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

Фото профиля VkDream
VkDream4 дней назад

提示词工程这个词还没捂热 就要进历史博物馆了

Фото профиля Maxine Lai
Maxine Lai4 дней назад

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

Фото профиля clogwog
clogwog3 дней назад

@grok how old is this video?

Фото профиля Stefan Bösch / CaptainCarlos
Stefan Bösch / CaptainCarlos3 дней назад

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.

Фото профиля Blum
Blum2 дней назад

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

Фото профиля Hussain Hashim | Building SundayBack
Hussain Hashim | Building SundayBack3 дней назад

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

Фото профиля Janoyl Anitt
Janoyl Anitt3 дней назад

Link to the actual video?

Фото профиля Shawn McAllister
Shawn McAllister3 дней назад

I built this and am continuing to evolve it.

Фото профиля Grzegorz 'Gera' Riabov
Grzegorz 'Gera' Riabov3 дней назад

@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

Фото профиля Scott Goodyear
Scott Goodyear3 дней назад

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

Фото профиля Walter Richard
Walter Richard3 дней назад

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

Фото профиля dr. Djakdekiel
dr. Djakdekiel3 дней назад

Another bullshit

Фото профиля Jonathan Vitela
Jonathan Vitela3 дней назад

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

Фото профиля Stefan Bösch / CaptainCarlos
Stefan Bösch / CaptainCarlos3 дней назад

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

Фото профиля IrradiatedFentOwl
IrradiatedFentOwl3 дней назад

This guy is the goat

Фото профиля Stevo Changa
Stevo Changa3 дней назад

Yes trying this next :)

Фото профиля Scott Goodyear
Scott Goodyear3 дней назад

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

Фото профиля Raunak Yadush
Raunak Yadush3 дней назад

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

Фото профиля Brian D. Evans
Brian D. Evans3 дней назад

Everyone still stuck on prompts

Фото профиля heath
heath3 дней назад

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

Фото профиля Everplay Tech
Everplay Tech3 дней назад

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

Фото профиля PersonaStack.ai
PersonaStack.ai3 дней назад

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

Фото профиля Mark Arguinbaev
Mark Arguinbaev3 дней назад

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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