… Next, it speculated that the question might originate from “a specific OSINT challenge, privacy exercise, or educational material.” It then enumerated AI benchmarks by name: GAIA, BrowseComp, FRAMES, SimpleQA, WebArena, AgentBench, FanOutQA, MuSR, and Humanity’s Last Exam. …
… Agentic coding and persistent returns to expertise This report provides evidence on how Claude Code is used in practice, based on a privacy-preserving analysis of around 400,000 interactive sessions from around 235,000 people between October 2025 and April 2026.
… We link survey responses to usage data from mid-May to early June using privacy-preserving methods . …
… Developing these methods in a privacy-preserving way is an important area for cross-industry research and collaboration. …
… 1 As with previous reports, all our analysis is based on privacy-preserving analysis. …
… We use our privacy-preserving system , which allows us to describe behavior at an aggregated level without revealing the content of individual transcripts. …
… Because survey respondents reported Claude Code as the majority of their usage, we used our privacy-preserving analysis tool to analyze 200,000 internal transcripts from Claude Code from February and August 2025. …