Introducing Claude Opus 4.7
…Last week we announced Project Glasswing , highlighting the risks—and benefits—of AI models for cybersecurity. We stated that we would keep Claude Mythos Preview’s release limited and test new cyber…
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Who benefits from AI?
Using Claude to assess the survey responses, we rated the extent of people’s self-reported productivity gains from AI on a 1–7 scale, where 1 is “less productive,” 2 is “no change,” and each subsequent level denotes a larger gain. Responses that scored 7 included testimonials like, “It used to take months to make the website I [made] in 4-5 days”; Claude gave a 5 to statements like, “What might have taken four hours was accomplished in half the time,” and a 2 to ones like, “Personally, I had AI help me fix code on a website. But it took multiple passes to get the result I was after.”3 Overall,
What 81,000 people told us about the economics of AIHarness design for long-running application development
…It is worth the cost when the task sits beyond what the current model does reliably solo. Alongside the structural simplification, I also added prompting to improve how the harness built AI…
Next-generation Constitutional Classifiers: More efficient protection against universal jailbreaks
…Nevertheless, no AI systems currently on the market have perfectly robust defenses. Last year, we described a new approach to defend against jailbreaks which we called “ Constitutional Classifiers :” safeguards that monitor model…
Project Vend: Phase two
…The second phase of Project Vend contains even more lessons for developers and for anyone interested in autonomous AI at work. The idea of an AI running a business doesn’t seem…
Anthropic Economic Index report: Economic primitives
…As our effective AI coverage framework illustrates, the labor market implications for different workers will hinge on how reliable frontier AI tools are for their most central tasks. But the labor market…
Building Effective AI Agents
Discover how Anthropic approaches the development of reliable AI agents. Learn about our research on agent capabilities, safety considerations, and technical framework for building trustworthy AI.
Claude Fable 5 and Claude Mythos 5
…Footnotes Related content Introducing the Services Track and Partner Hub of the Claude Partner Network What we learned mapping a year’s worth of AI-enabled cyber threats As AI transforms the…
Scaling Managed Agents: Decoupling the brain from the hands
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
A “diff” tool for AI: Finding behavioral differences in new models
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
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