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Pydantic AI's docs restructure gives Capabilities a top-level section (/ai/capabilities/) with a page per built-in capability. Update all /ai/core-concepts/capabilities/ links accordingly, and make the core built-ins explicit in the 'What goes where?' breakdown — naming and linking web search, web fetch, image generation, compaction, tool search, on-demand loading, thinking, and MCP, plus the full built-in list on the Capabilities overview. Merge together with the pydantic-ai docs restructure release: the new /ai/capabilities/ URLs only exist once that release is synced to pydantic.dev.