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1 NOV 2026 · Simon Willison

More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them. Perhaps engineers will begin to treat any new software project with suspicion—the signals we used to rely on as markers o…

29 OCT 2026 · Paper

This paper develops an online reinforcement learning framework that trains agents to navigate UIs on live iOS apps, addressing limitations of existing models. Practitioners might care about how this approach can improve the performance and generalizability of UI navigation models in real-world applications.