Research acceleration: The view inside OpenAI
OpenAI publishes internal metrics showing coding agents have been absorbed into daily research workflows by August 2026 — median researchers now spend over $600/day on agent inference, agent-workdays exceed human-workdays 3-to-1, and the mix of delegated tasks has shifted toward more complex work — alongside a candid account of how safety incidents temporarily reshaped compute allocation and training schedules.