Vibe physics: The AI grad student
…Eventually, GPT solved the integral and Claude incorporated it. They needed each other, and I needed both of them. Oversimplifying the code When I gave Claude Code the implementation guide for NNLL…
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Anthropic Economic Index report: Economic primitives
…automation-friendly workflows like code generation and data processing. Office & Administrative tasks are also more prevalent in the API (15% vs. 8%), reflecting routine business operations suited to delegation. Claude.ai, by…
Evaluating Claude’s bioinformatics research capabilities with BioMysteryBench
…They require reading papers, querying databases, running experiments, coding and analysis. Now that models can do many of these things, benchmarks have evolved to reflect these workflows. BLADE tasks a model with…
Estimating AI productivity gains
…This is a very challenging task for Claude, given that Claude receives only the title and description of the JIRA tickets, while the human developers have full context on the codebase and…
Demystifying evals for AI agents
…For example, Claude Code is a flexible agent harness, and we used its core primitives through the Agent SDK to build our long-running agent harness . An evaluation suite is a collection…
Labor market impacts of AI: A new measure and early evidence
…In line with other data showing that Claude is extensively used for coding, Computer Programmers are at the top, with 75% coverage, followed by Customer Service Representatives, whose main tasks we increasingly…
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