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Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he explains how to build Graphs, and why it's the only thing that will be still standing at the end LLMs → Prompts → Agents → Graphs a prompt gets you one answer and forgets the... show more

Callan

2,051 subscribers

12,803 views • 16 days ago •via X (Twitter)

Science & Technology Education

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5 Comments

José Miguel Arroyo16 days ago

When is that from? How is that room not full!? 🤯 Karpathy is goat

Vipul Kumar Kewat15 days ago

Every frame could be a wallpaper.

DJ😼- e(nergy)/acc15 days ago

@grok what does karpathy mean here by graphs and give many examples of graphs that replace prompts

Dmitro Cashback16 days ago

Andrej so smart guy

🦒长颈鹿想种树🌳15 days ago

@bot 记录一下

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This is f*cking insane. Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he explains how to build Graphs, and why it's the only thing that will be still standing at the end LLMs → Prompts → Agents → Graphs a prompt gives you one answer and forgets the job an agent finishes the job and forgets what it learned a graph keeps every finished job and makes it the starting point for the next one worth more than most $1,000 agent engineering courses watch it today then read the full Graph Engineering guide below ↓

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This is f*king insane. OpenAI co-founder Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing left standing at the end LLMs → Prompts → Agents → Graphs skip the agent and you're the one finishing every job by hand skip the graph and every finished job is forgotten, so the next run starts from zero again Bookmark and watch it today Then read the article below ↓

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This is f*king insane. OpenAI co-founder Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing still standing at the end LLMs → Prompts → Agents → Graphs skip the agent and you're the one finishing every task by hand skip the graph and every finished job is forgotten, so the next run starts from zero again Bookmark and watch it today Then read the article below ↓

This is f*king insane. OpenAI co-founder Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing still standing at the end LLMs → Prompts → Agents → Graphs skip the agent and you're the one finishing every task by hand skip the graph and every finished job is forgotten, so the next run starts from zero again Bookmark and watch it today Then read the article below ↓

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This is f*cking insane. Andrej Karpathy spent 8 years inside OpenAI and Tesla, and now he says prompting is on its way out. "Delete everything, keep the Graph". He fit the whole idea into one free 1-hour lecture. LLMs -> Prompts -> Agents -> Graphs A prompt gives you one answer and forgets the task. An agent finishes the task and forgets what it learned. A graph saves every finished task and turns it into the starting point for the next. $15K bootcamps never even reach this part. Bookmark it and watch it before your feed moves on. Then read the article below to build your first graph ↓

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79,741 views • 1 month ago

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405,195 views • 3 months ago

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122,229 views • 2 months ago

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Mahax

40,518 views • 2 months ago

This is f*cking insane. Anthropic Research Lead: "Prompting is basically over 99% of our engineers already run swarms of 300+ self-improving agents. Now everyone is shifting to graphs" In only 20 minutes, she breaks down how graph engineering turns scattered agents into a system that upgrades itself One Agent → Loops → Plan Mode → Graphs → Self-Improving System Prompting was the old approach. The graph around the model is the new one Worth more than most $1,000 agent engineering courses Bookmark and watch it today Then read the full Graph Engineering guide below ↓

This is f*cking insane. Anthropic Research Lead: "Prompting is basically over 99% of our engineers already run swarms of 300+ self-improving agents. Now everyone is shifting to graphs" In only 20 minutes, she breaks down how graph engineering turns scattered agents into a system that upgrades itself One Agent → Loops → Plan Mode → Graphs → Self-Improving System Prompting was the old approach. The graph around the model is the new one Worth more than most $1,000 agent engineering courses Bookmark and watch it today Then read the full Graph Engineering guide below ↓

Callan

15,632 views • 8 days ago

This is f*cking insane. Anthropic Research Lead: "Prompting is basically over 99% of our engineers already run swarms of 300+ self-improving agents. Now everyone is shifting to graphs" In just 20 minutes, she breaks down how graph engineering turns scattered agents into a system that improves itself One Agent → Loops → Plan Mode → Graphs → Self-Improving System Prompting was the old way. The graph around the model is the new one Worth more than most $1,000 agent engineering courses Bookmark and watch it today Then read the full Graph Engineering guide below ↓

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Kyrox

72,376 views • 9 days ago

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 ↓

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 ↓

Callan

59,756 views • 1 month ago