Anthropic Economic Index report: Economic primitives
…Claude usage remains concentrated among certain tasks, most of them related to coding While we see over 3,000 unique work tasks in Claude.ai, the top 10 most common tasks account…
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Quantifying infrastructure noise in agentic coding evals
…Tight limits inadvertently reward very efficient strategies, while generous limits are more forgiving and reward agents that can better exploit all available resources. An agent that writes lean, efficient code very fast…
Emergent introspective awareness in large language models
…We expect that understanding machine introspection and its limitations will become more important as models become more capable. Related content Making Claude a chemist Coding agents in the social sciences Results from…
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…
A “diff” tool for AI: Finding behavioral differences in new models
…Turning Claude’s thoughts into text AI models like Claude talk in words but think in numbers. In this study we train Claude to translate its thoughts into human-readable text. Donating…
The Long-Term Benefit Trust
…limits and agreed a new compute partnership with SpaceX that will substantially increase our capacity in the near term. Agents for financial services We're releasing ten new Cowork and Claude Code…
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