Atlas Is Gone. The Browser Agent Is Not.
OpenAI is retiring Atlas while moving its browser-agent capabilities into ChatGPT and Codex. The reversal suggests that task continuity matters more than owning a new browser shell.
Start here
Core themes
Latest writing
Multi-Agent Safety Is Becoming a Protocol Problem
Once agents from different organizations negotiate, delegate, and transact, safety expands beyond model alignment into identity, authority, reputation, commitments, and control planes.
When Models Enter an AI Olympiad, the Harness Is What Gets Tested
IOAI's first model track evaluates a model, agent harness, orchestration, and execution traces as one system. That is a better picture of useful capability than a static leaderboard.
Enterprise AI Budgets Are Moving From Answers to Execution
Ai4's agenda centers agents, evals, observability, and live workflow demos. The signal is not that autonomy is solved, but that buyers now evaluate completion, control, and measurable outcomes.