… By amplifying it, we can cause the model to produce highly pro-government statements In Llama, we found a feature for “American exceptionalism.” When we amplify this feature, the model’s responses shift from balanced to strong assertions of American superiority. …
… Product wireframes and mockups: Product Managers can sketch out feature flows and hand them off to Claude Code for implementation, or share them with designers to refine further. …
… Taking care of repetitive production work : Claude can handle multi-step tasks like batch-processing assets, setting up project scaffolding, or applying procedural changes across a scene, reducing busywork. …
… Opus 4.8 launches alongside several new features. Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a new “dynamic workflows” feature that allows it to tackle very large-scale problems. …
… Now, we’re expanding that feature set in two ways. First, we’re introducing Claude for Healthcare , a complementary set of tools and resources that allow healthcare providers, payers, and health tech companies and startups to use Claude for medical purposes through HIPAA-ready products. …
… But a model that can use a computer the way a person does changes that equation. In October 2024, we were the first to introduce a general-purpose computer-using model. At the time, we wrote that it was “still experimental—at times cumbersome and error-prone,” but we expected rapid improvement. …
… We’ll be tracking these changes over time as part of our Economic Index as model capabilities, products, and adoption continue to progress. These productivity gains come from making existing tasks faster to complete. …
… An overview of approaches for understanding AI agent performance Method Pros Cons Automated evals Running tests programmatically without real users Faster iteration Fully reproducible No user impact Can run on every commit Tests scenarios at scale without requiring a prod deployment Requires more u… …
… Product updates Across Claude and Claude Code, we’ve added features that allow knowledge workers and developers to tackle harder tasks with more of the tools they use every day. …