… The AI ecosystem for financial services We've built the Financial Analysis Solution with leading financial and enterprise technology providers, giving Claude the ability to instantly check information across multiple sources. …
… These updates pair best with Claude Opus 4.7, which is state-of-the-art on financial tasks and leads the industry on Vals AI's Finance Agent benchmark , at 64.37%. …
… Teaching Claude why New research on how we've reduced agentic misalignment. Natural Language Autoencoders: 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.
… Deferred tools aren't loaded into Claude's context initially. Claude only sees the Tool Search Tool itself plus any tools with defer loading: false your most critical, frequently-used tools . When Claude needs specific capabilities, it searches for relevant tools. …
… Routing easy/common questions to smaller, cost-efficient models like Claude Haiku 4.5 and hard/unusual questions to more capable models like Claude Sonnet 4.5 to optimize for best performance. …