Focus areas for The Anthropic Institute
…Markets steer the direction of model improvement according to private return, but can we improve how models perform to address social externalities? Related content Teaching Claude why New research on how we…
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Estimating AI productivity gains
…minor documentation updates and one is a critical infrastructure change, simply counting the number of these tasks performed with Claude misses the point. Not only that, but as model capabilities improve, we…
LLMs and biorisk
…As we noted at the time, this was a precautionary decision—improving model performance on our evaluations meant we could no longer confidently rule out the ability of our most advanced model…
LLM-discovered 0 days
…AI models can now find high-severity vulnerabilities at scale. Our view is this is a moment to move quickly—to empower defenders and secure as much code as possible while the…
Harness design for long-running application development
…First is that models tend to lose coherence on lengthy tasks as the context window fills (see our post on context engineering ). Some models also exhibit "context anxiety," in which they begin…
Introducing Claude Tag
…it makes the model even more proactive, and it works better with a full team. Tagging @Claude is now one of the main ways we get things done at Anthropic. Today, 65…
Claude for Creative Work
…Autodesk Fusion allows designers and engineers with a Fusion subscription to create and modify 3D models through conversations with Claude. Blender offers a natural-language interface to its Python API, allowing users…
Long-running Claude for scientific computing
…As models have become significantly better at long-horizon tasks over the last year or so, a new way of working emerged: rather than getting involved with every detail, we can specify…
Anthropic and Amazon expand collaboration for up to 5 gigawatts of new compute
…Claude remains the only frontier AI model available to customers on all three of the world's largest cloud platforms: AWS (Bedrock), Google Cloud (Vertex AI), and Microsoft Azure (Foundry). Claude Platform…
How we contain Claude across products
…As our models have improved, they have become more aligned on most behavior evaluations, but this doesn’t mean risk necessarily shrinks. Less capable models are more likely to misread a situation…