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by Anthropic Research

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How AI Agents Learn, Organize, and Use Memory

The components of agent memory
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How AI Builds, Tests, and Interprets Scientific Models

Teaching AI to build scientific models
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How Scientists Use AI—and How It Could Speed Discovery

How scientists use Claude
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How Cryptographic Proofs Can Verify AI Model Responses

Progress on provable inference for large language models
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How AI Agents Shape Expert Judgment and Decisions

How AI agents shape experts’ judgment calls
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How LLMs Prove Software Is Secure at Scale

LLMs are making formal software verification feasible at a much larger scale
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What Work Can Robots Do Today—and What’s Next?

Can we predict the jobs robots will do?
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How Claude Solved a Nine-Loop Physics Problem

Claude computes a nine-loop amplitude in N=4 super-Yang-Mills
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How AI Agents Trade for Us: Lessons from a Book Market

Project Swap: What happens when agents trade for us?
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How AI Is Finding Weaknesses in Cryptographic Algorithms

Discovering cryptographic weaknesses with Claude
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How Claude Raised a Bound on Riemann Zeros to 67.2%

Claude has improved on a longstanding lower bound for the fraction of zeros of the Riemann zeta function that satisfy the Riemann hypothesis
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How AI Agents Coordinate—and Fail at Scale

Patterns and problems in multiagent systems
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How Claude Is Accelerating Protein Design and Chemistry

Claude accelerates protein design and analytical chemistry
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How Researchers Are Studying Real-World AI Use

Enabling independent research on how people use Claude
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What we learned mapping a year’s worth of AI-enabled cyber threats

What we learned mapping a year’s worth of AI-enabled cyber threats
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