What Pokémon Teaches Us About Building With AI

Anthropic · Intermediate ·🧠 Large Language Models ·1y ago

Key Takeaways

This video teaches building strategies and problem-solving skills with AI using Pokémon as a real-world application

Full Transcript

It's funny like at squint value, Pokemon couldn't be more different than writing code or or all the other stuff that people do at Quad. Um, but this core thing like the ability to come up with a plan that's good to try something to see if it's working or not and adjust to understand like what are the different strategies available to me and to sort of like be willing to try them fail update what you should be doing with new information. That is like the core recipe of I think like a lot of what makes agents good in a lot of scenarios. So one that we probably spend too much time talking about is coding. But like when you are writing code, you write something, you see a test fail and you have to think like what did I do wrong? What should I try next? What are the what's the next strategy? And models do this all the time. And there's like one thing between a model that can get it perfectly right every time all the time. But sometimes you just don't even have the information you need. like you don't know until you run the test that you that something you miss something and so the ability to know what test should I run to learn when I find out something how should I incorporate that how should I update the strategy I had to go write this piece of code or whatever that's the same thing and I think that's actually like any industry all of that building a strategy and understanding how to like incorporate new information over potentially like a lot of different actions just has like really broadreaching applications I think for how people build things with quad and it just It maps really intuitively to how we as people think about solving complex problems.

Original Description

Anthropic's David Hershey shares the best real-world application from building Claude Plays Pokémon: building a strategy and problem solving. Watch Claude play Pokémon: https://www.twitch.tv/claudeplayspokemon
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Playlist

Playlist UUrDwWp7EBBv4NwvScIpBDOA · Anthropic · 60 of 60

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1 Quick tips for Claude: Long context file uploads
Quick tips for Claude: Long context file uploads
Anthropic
2 Inside our first Anthropic Hackathon, San Francisco
Inside our first Anthropic Hackathon, San Francisco
Anthropic
3 Long inputs, multi-step output with Claude
Long inputs, multi-step output with Claude
Anthropic
4 Coding with Claude
Coding with Claude
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5 Behind the prompt: Prompting tips for Claude.ai
Behind the prompt: Prompting tips for Claude.ai
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6 Robin AI, powered by Claude
Robin AI, powered by Claude
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7 Claude 3 Opus as an economic analyst
Claude 3 Opus as an economic analyst
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8 Claude 3 Sonnet as a language learning partner
Claude 3 Sonnet as a language learning partner
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9 Claude 3 Haiku turns thousands of physical documents into structured data
Claude 3 Haiku turns thousands of physical documents into structured data
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10 Claude 3 Haiku for instant customer service
Claude 3 Haiku for instant customer service
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11 Claude 3 Haiku for fast document analysis
Claude 3 Haiku for fast document analysis
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12 Tool use with the Claude 3 model family
Tool use with the Claude 3 model family
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13 Coming soon to the Team plan on Claude.ai
Coming soon to the Team plan on Claude.ai
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14 Introducing the Claude iOS app
Introducing the Claude iOS app
Anthropic
15 Claude is now available in Europe
Claude is now available in Europe
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16 What is interpretability?
What is interpretability?
Anthropic
17 What should an AI's personality be?
What should an AI's personality be?
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18 Scaling interpretability
Scaling interpretability
Anthropic
19 Claude 3.5 Sonnet for sparking creativity
Claude 3.5 Sonnet for sparking creativity
Anthropic
20 Claude 3.5 Sonnet for vision
Claude 3.5 Sonnet for vision
Anthropic
21 Claude 3.5 Sonnet as a writing partner
Claude 3.5 Sonnet as a writing partner
Anthropic
22 Claude 3.5 Sonnet for agentic coding
Claude 3.5 Sonnet for agentic coding
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23 Shareable Projects in Claude
Shareable Projects in Claude
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24 Evaluate prompts in the Anthropic Console
Evaluate prompts in the Anthropic Console
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25 Shareable Artifacts in Claude
Shareable Artifacts in Claude
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26 How we built Artifacts with Claude
How we built Artifacts with Claude
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27 Wedia advances digital asset management with Claude
Wedia advances digital asset management with Claude
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28 AI prompt engineering: A deep dive
AI prompt engineering: A deep dive
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29 AI Prompt Engineering 101: Explained
AI Prompt Engineering 101: Explained
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30 Ancient Wisdom, Modern AI?
Ancient Wisdom, Modern AI?
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31 AI's Greatest Challenge: You?
AI's Greatest Challenge: You?
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32 AI Prompts That Drive Growth
AI Prompts That Drive Growth
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33 Tips For Better Results With AI
Tips For Better Results With AI
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34 AI, policy, and the weird sci-fi future with Anthropic’s Jack Clark
AI, policy, and the weird sci-fi future with Anthropic’s Jack Clark
Anthropic
35 European Parliament expands access to their archives with Claude in Amazon Bedrock
European Parliament expands access to their archives with Claude in Amazon Bedrock
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36 Claude | Computer use for automating operations
Claude | Computer use for automating operations
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37 Claude | Computer use for orchestrating tasks
Claude | Computer use for orchestrating tasks
Anthropic
38 Claude | Computer use for coding
Claude | Computer use for coding
Anthropic
39 Asana supercharges work management with Claude
Asana supercharges work management with Claude
Anthropic
40 What do people use AI models for?
What do people use AI models for?
Anthropic
41 Alignment faking in large language models
Alignment faking in large language models
Anthropic
42 Building Anthropic | A conversation with our co-founders
Building Anthropic | A conversation with our co-founders
Anthropic
43 How difficult is AI alignment? | Anthropic Research Salon
How difficult is AI alignment? | Anthropic Research Salon
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44 Tips for building AI agents
Tips for building AI agents
Anthropic
45 Claude 3.7 Sonnet with extended thinking
Claude 3.7 Sonnet with extended thinking
Anthropic
46 Introducing Claude Code
Introducing Claude Code
Anthropic
47 Advice For Building AI Agents
Advice For Building AI Agents
Anthropic
48 The Two Most Useful Applications of AI Agents
The Two Most Useful Applications of AI Agents
Anthropic
49 Defending against AI jailbreaks
Defending against AI jailbreaks
Anthropic
50 The Most Common Mistake People Make When Building AI Agents
The Most Common Mistake People Make When Building AI Agents
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51 Controlling powerful AI
Controlling powerful AI
Anthropic
52 How Intercom is redefining customer support with Claude
How Intercom is redefining customer support with Claude
Anthropic
53 Tracing the thoughts of a large language model
Tracing the thoughts of a large language model
Anthropic
54 Introducing Claude for Education
Introducing Claude for Education
Anthropic
55 Could AI models be conscious?
Could AI models be conscious?
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56 Lessons on AI agents from Claude Plays Pokemon
Lessons on AI agents from Claude Plays Pokemon
Anthropic
57 The Societal Impacts of AI
The Societal Impacts of AI
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58 What Does AI Mean for the Future of Work?
What Does AI Mean for the Future of Work?
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59 Understanding AI Agents...Through Pokémon
Understanding AI Agents...Through Pokémon
Anthropic
What Pokémon Teaches Us About Building With AI
What Pokémon Teaches Us About Building With AI
Anthropic

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