正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

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... show more

Anatoli Kopadze

150,394 subscribers

273,070 次观看 • 1 天前 •via X (Twitter)

科学技术教育

Anya Rossi• Live Now

Private livecam show

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

Andrej Karpathy: "Prompting is fading away. Delete everything else and keep the graph." in 68 minutes at Stanford he explains how to build one and why it is the layer everything ends up becoming LLMs → Prompts → Agents → Graphs everything before the graph is a step the graph is where the system stops being steps most people are still perfecting the thing that goes away first same model, same tokens, and the only thing that changes is the shape you run it in watch it today, then save the full graph engineering guide below

Andrej Karpathy: "Prompting is fading away. Delete everything else and keep the graph." in 68 minutes at Stanford he explains how to build one and why it is the layer everything ends up becoming LLMs → Prompts → Agents → Graphs everything before the graph is a step the graph is where the system stops being steps most people are still perfecting the thing that goes away first same model, same tokens, and the only thing that changes is the shape you run it in watch it today, then save the full graph engineering guide below

Hanako

127,756 次观看 • 8 天前

Google just dropped a 1-hour course on full AI engineering: from 1 agent to Loops and Graphs 7:02 - Build your first agent 13:34 - What agents can do 23:08 - Context engineering 32:56 - Graph engineering 54:11 - Full autonomous system One agent saves you an hour. A thousand replaces the team. Watch it, then read the full guide on loops and graphs below

Google just dropped a 1-hour course on full AI engineering: from 1 agent to Loops and Graphs 7:02 - Build your first agent 13:34 - What agents can do 23:08 - Context engineering 32:56 - Graph engineering 54:11 - Full autonomous system One agent saves you an hour. A thousand replaces the team. Watch it, then read the full guide on loops and graphs below

Mahax

39,647 次观看 • 12 天前

Google Brain founder, Andrew Ng: "100% of my tasks are done by AI agents. Loops and Graphs did it. Prompting is gone." In 30 minutes he explains how self-improving agents work, and why loops and graphs are what make it possible. Worth more than any $500 agentic course. Watch it, then read the full guide on loops and graphs below.

Google Brain founder, Andrew Ng: "100% of my tasks are done by AI agents. Loops and Graphs did it. Prompting is gone." In 30 minutes he explains how self-improving agents work, and why loops and graphs are what make it possible. Worth more than any $500 agentic course. Watch it, then read the full guide on loops and graphs below.

Mahax

67,246 次观看 • 19 天前

Anthropic engineer: "The fastest way to make an agent better isn't a smarter model, it's the right loop and graph around it." In 60 minutes she breaks down how Anthropic engineers use Claude Code, build agents that catch their own mistakes and improve with every run. This beats any $500 agentic engineering course you can find. Watch it, then read the full guide on loops and graphs below.

Anthropic engineer: "The fastest way to make an agent better isn't a smarter model, it's the right loop and graph around it." In 60 minutes she breaks down how Anthropic engineers use Claude Code, build agents that catch their own mistakes and improve with every run. This beats any $500 agentic engineering course you can find. Watch it, then read the full guide on loops and graphs below.

Anatoli Kopadze

134,049 次观看 • 20 天前

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Morty

31,683 次观看 • 12 天前

Google just released a free 2-hour course on full Graph Engineering. How to go from one prompt to an agent graph that builds itself: 10:16 - Build your first AI agent 41:05 - Master prompt engineering 54:45 - Turn agents into graphs 1:20:10 - Run loops inside agent graphs 1:43:33 - Build a graph that builds itself Most people ship one agent and stop there. Google is teaching everything after: Prompt → Agents → Graphs → Loops → Self-Building Systems Single agents are the old workflow. Graphs that evolve themselves are the new one. This 2-hour watch is worth more than most paid agent engineering courses. Bookmark and watch it today Then read how to run 1,000 agents from one prompt below ↓

Google just released a free 2-hour course on full Graph Engineering. How to go from one prompt to an agent graph that builds itself: 10:16 - Build your first AI agent 41:05 - Master prompt engineering 54:45 - Turn agents into graphs 1:20:10 - Run loops inside agent graphs 1:43:33 - Build a graph that builds itself Most people ship one agent and stop there. Google is teaching everything after: Prompt → Agents → Graphs → Loops → Self-Building Systems Single agents are the old workflow. Graphs that evolve themselves are the new one. This 2-hour watch is worth more than most paid agent engineering courses. Bookmark and watch it today Then read how to run 1,000 agents from one prompt below ↓

Lunar

49,332 次观看 • 23 天前

Still the best hour on graph engineering ever recorded, Andrew Ng breaking down how to build agentic knowledge graphs from scratch: 00:00 - what agentic knowledge graphs actually are 03:05 - building a graph from scratch 13:58 - the architecture behind multi-agent systems 22:57 - building a real one with Google ADK 01:06:02 - why graphs are the future of AI agents I've seen $500 courses that teach less. Watch it, then take it further with my step-by-step guide on graph engineering below.

Still the best hour on graph engineering ever recorded, Andrew Ng breaking down how to build agentic knowledge graphs from scratch: 00:00 - what agentic knowledge graphs actually are 03:05 - building a graph from scratch 13:58 - the architecture behind multi-agent systems 22:57 - building a real one with Google ADK 01:06:02 - why graphs are the future of AI agents I've seen $500 courses that teach less. Watch it, then take it further with my step-by-step guide on graph engineering below.

Anatoli Kopadze

264,751 次观看 • 1 个月前

Google just released a free 2-hour course on full Graph Engineering. How to go from one prompt to 100 agents running inside one graph: 17:44 - Build your first AI agent 39:30 - Run agents with loop engineering 1:12:38 - Turn agent loops into graphs 1:34:26 - Build agents that throttle themselves 1:55:05 - Orchestrate the full multi-agent system Most people build one agent and stop there. Google is teaching the full stack: Prompt → Agents → Loops → Graphs → Multi-Agent Systems Single agents are the old workflow. Self-regulating agent graphs are the new one. This 2-hour watch is worth more than most paid agent engineering courses. Bookmark and watch it today Then read the full architecture below ↓

Google just released a free 2-hour course on full Graph Engineering. How to go from one prompt to 100 agents running inside one graph: 17:44 - Build your first AI agent 39:30 - Run agents with loop engineering 1:12:38 - Turn agent loops into graphs 1:34:26 - Build agents that throttle themselves 1:55:05 - Orchestrate the full multi-agent system Most people build one agent and stop there. Google is teaching the full stack: Prompt → Agents → Loops → Graphs → Multi-Agent Systems Single agents are the old workflow. Self-regulating agent graphs are the new one. This 2-hour watch is worth more than most paid agent engineering courses. Bookmark and watch it today Then read the full architecture below ↓

Lunar

400,228 次观看 • 24 天前

Andrew Ng: "100% of my tasks now run through AI agents, the hype actually passed my expectations, graphs are the next step" "In 3-6 months, everyone will be using self-improving graphs, prompting alone is over" In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems with graphs Agents → Feedback → Memory → Graphs → Self-Improving Systems Worth more than most $500 graph engineering courses Bookmark and watch the talk today Then read the full article on graph engineering below ↓

Andrew Ng: "100% of my tasks now run through AI agents, the hype actually passed my expectations, graphs are the next step" "In 3-6 months, everyone will be using self-improving graphs, prompting alone is over" In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems with graphs Agents → Feedback → Memory → Graphs → Self-Improving Systems Worth more than most $500 graph engineering courses Bookmark and watch the talk today Then read the full article on graph engineering below ↓

rari

109,674 次观看 • 8 天前

Google Brain founder Andrew Ng: "Prompting will be dead in 6 months" "Loops and graphs are replacing it" In just 2 hours, he shows how to build agents that work, learn, and improve on their own LLMs → Agents → Loops → Graphs → Self-Improving Systems The first 15 minutes alone are more valuable than most $500 AI courses Most people are still learning prompts while AI engineering is already moving beyond them Watch the lecture first Then read the full guide to loops and graphs below ↓

Google Brain founder Andrew Ng: "Prompting will be dead in 6 months" "Loops and graphs are replacing it" In just 2 hours, he shows how to build agents that work, learn, and improve on their own LLMs → Agents → Loops → Graphs → Self-Improving Systems The first 15 minutes alone are more valuable than most $500 AI courses Most people are still learning prompts while AI engineering is already moving beyond them Watch the lecture first Then read the full guide to loops and graphs below ↓

rari

129,506 次观看 • 10 天前

Ex-Google Jeff Dean: "Prompting and one agent won't be enough in 6 months. Loops and Graphs with teams of agents are replacing them" This is 27 years of AI inside Google compressed into one hour workshop, by the person who lived it. He describes agents that run 50 experiments, keep 10, and improve themselves - no course sells this yet. Watch it, then read the guide below on building a graph that runs without you.

Ex-Google Jeff Dean: "Prompting and one agent won't be enough in 6 months. Loops and Graphs with teams of agents are replacing them" This is 27 years of AI inside Google compressed into one hour workshop, by the person who lived it. He describes agents that run 50 experiments, keep 10, and improve themselves - no course sells this yet. Watch it, then read the guide below on building a graph that runs without you.

codila

52,850 次观看 • 23 天前

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

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

Mahax

27,430 次观看 • 13 天前

Head of Claude Code, Boris Cherny: "You're not supposed to write code anymore. You're supposed to build a graph that writes itself." In 30 minutes he breaks down how engineers at Anthropic build graphs that write the code, catch the bugs, and ships. The missing piece most developers skip: how to wire those agents into a graph that runs, verifies, and improves without you. Watch it, then read the full guide on graph engineering below.

Head of Claude Code, Boris Cherny: "You're not supposed to write code anymore. You're supposed to build a graph that writes itself." In 30 minutes he breaks down how engineers at Anthropic build graphs that write the code, catch the bugs, and ships. The missing piece most developers skip: how to wire those agents into a graph that runs, verifies, and improves without you. Watch it, then read the full guide on graph engineering below.

Mahax

416,075 次观看 • 1 个月前

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 ↓

Lunar

224,517 次观看 • 21 天前

Sam Altman: "AGI in 2 years. Prompting won't survive it. Loops and Graphs will" In 20 minutes he explains why the only engineers who won't feel it are the ones building Loops and Graphs. The missing piece most people miss: AGI doesn't make you obsolete. Prompting does. Watch it, then read the full guide on loops and graphs below

Sam Altman: "AGI in 2 years. Prompting won't survive it. Loops and Graphs will" In 20 minutes he explains why the only engineers who won't feel it are the ones building Loops and Graphs. The missing piece most people miss: AGI doesn't make you obsolete. Prompting does. Watch it, then read the full guide on loops and graphs below

Mahax

35,427 次观看 • 14 天前

Google just released free 2-hour course on full Graph engineering: 1 prompt → 100 agents → loops → graphs from 0% to 100%: 10% → 17:44 - build your first agent 30% → 39:30 - Loop engineering: iterate, check, break 60% → 1:12:38 - Graph engineering 75% → 1:34:26 - agents that throttle themselves 100% → 1:55:05 - full graph for multi-agentic systems everyone builds one agent and calls it done - this is the full system where agents wire themselves into a graph watch the course, build the graph - then read the full architecture below ↓

Google just released free 2-hour course on full Graph engineering: 1 prompt → 100 agents → loops → graphs from 0% to 100%: 10% → 17:44 - build your first agent 30% → 39:30 - Loop engineering: iterate, check, break 60% → 1:12:38 - Graph engineering 75% → 1:34:26 - agents that throttle themselves 100% → 1:55:05 - full graph for multi-agentic systems everyone builds one agent and calls it done - this is the full system where agents wire themselves into a graph watch the course, build the graph - then read the full architecture below ↓

codila

464,165 次观看 • 1 个月前

Head of Claude Code: "I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me." In 10 minutes he shows exactly where agentic engineering is going and how not to get left behind. Definitely something you cannot afford to skip. Watch it, then read the step-by-step guide below on how to build a system that improves itself.

Head of Claude Code: "I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me." In 10 minutes he shows exactly where agentic engineering is going and how not to get left behind. Definitely something you cannot afford to skip. Watch it, then read the step-by-step guide below on how to build a system that improves itself.

Anatoli Kopadze

373,347 次观看 • 5 天前

Andrew Ng just released 1-hour course on full AI engineering: LLM → prompts → agent teams → graphs from 0% to 100%: 0% → 0:17 - LLM understanding from scratch 30% → 20:02 - how to actually write Prompts 55% → 29:03 - build your first team of agents 100% → 47:19 - final stage of agents: Graphs this is 30 years of AI engineering compressed into one hour, by the person who lived it watch it today - then learn how to build graphs in the article below ↓

Andrew Ng just released 1-hour course on full AI engineering: LLM → prompts → agent teams → graphs from 0% to 100%: 0% → 0:17 - LLM understanding from scratch 30% → 20:02 - how to actually write Prompts 55% → 29:03 - build your first team of agents 100% → 47:19 - final stage of agents: Graphs this is 30 years of AI engineering compressed into one hour, by the person who lived it watch it today - then learn how to build graphs in the article below ↓

codila

79,174 次观看 • 15 天前

Head of Claude Code: "I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me." In 10 minutes he shows exactly where agentic engineering is going and how not to get left behind. Definitely something you cannot afford to skip. Watch it, then read the step-by-step guide below on how to build a system that improves itself.

Head of Claude Code: "I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me." In 10 minutes he shows exactly where agentic engineering is going and how not to get left behind. Definitely something you cannot afford to skip. Watch it, then read the step-by-step guide below on how to build a system that improves itself.

Anatoli Kopadze

604,721 次观看 • 15 天前

Anthropic engineer: "You don't need to babysit agents. You need Loops and Graphs that run them for you." In 30 minutes, he shows exactly what the Anthropic engineers build so agents run without them, and how to start building it yourself. The missing piece most people skip: how to wire those agents into a graph that self-corrects every run. Watch it, then read the full guide on loops and graphs below.

Anthropic engineer: "You don't need to babysit agents. You need Loops and Graphs that run them for you." In 30 minutes, he shows exactly what the Anthropic engineers build so agents run without them, and how to start building it yourself. The missing piece most people skip: how to wire those agents into a graph that self-corrects every run. Watch it, then read the full guide on loops and graphs below.

Mahax

84,923 次观看 • 24 天前