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James Zou

@james_y_zou • 24,176 subscribers

@Stanford professor. Chan-Zuckerberg investigator. Sloan Fellow. Overton Prize. @togethercompute. AI for science + health.

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What do LLMs think about on their own, when we let them think freely? We generated 250K “daydream” samples across models 🧠 GPT → coding Qwen → multiple-choice math exams Llama → literature DeepSeek → math, religion, psychology

What do LLMs think about on their own, when we let them think freely? We generated 250K “daydream” samples across models 🧠 GPT → coding Qwen → multiple-choice math exams Llama → literature DeepSeek → math, religion, psychology

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Excited to introduce #Paper2Agent: automatically transform passive paper📜 into active AI agent🤖! Research paper ➡️ paper MCP ➡️ chat agent applying tools/data in the paper to new projects. Key is to use multiple sub-agents to build robust MCP from paper/code. Examples in🧵

Excited to introduce #Paper2Agent: automatically transform passive paper📜 into active AI agent🤖! Research paper ➡️ paper MCP ➡️ chat agent applying tools/data in the paper to new projects. Key is to use multiple sub-agents to build robust MCP from paper/code. Examples in🧵

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You can now give your agent deep knowledge of millions of papers in one line with #paperclip!📎 >8 million papers natively indexed for agents. Much more thorough + often 10x faster than standard deep research. Just add the paperclip mcp (instruction below).
0:30
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You can now give your agent deep knowledge of millions of papers in one line with #paperclip!📎 >8 million papers natively indexed for agents. Much more thorough + often 10x faster than standard deep research. Just add the paperclip mcp (instruction below).

James Zou

209,534 views • 1 month ago

#CellVoyager is published in @NatureMethods! 🔬 Autonomous comp bio agent 🧬 Analyzes bio data to make new discoveries 💻 Runs in Jupyter notebooks → interactive & reproducible 📊 Generated expert-validated insights on COVID-19, cell–cell communication and aging
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#CellVoyager is published in @NatureMethods! 🔬 Autonomous comp bio agent 🧬 Analyzes bio data to make new discoveries 💻 Runs in Jupyter notebooks → interactive & reproducible 📊 Generated expert-validated insights on COVID-19, cell–cell communication and aging

James Zou

13,954 views • 2 months ago

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