On this day: Oct 1

The optimization target of harness engineering has widened from "what to fix" to "what to test". Abstracting failures into patterns to compose the curriculum automatically takes over the place where people used to pick s

The point at which generation paths outside autoregression matured from the claim that "parallel generation is fast" to the question of "how to preserve dependency structure". A design that tries to solve the respective

A rare case of a large bank in a regulated industry disclosing seat counts and processing volumes. 16,000 people and 120,000 items a day are operating scale, not a "pilot", and the target of 50% of developers shows codin

A direction that shrinks context without fine-tuning, so that even small models can be used as long-horizon agents

The last of the three companies to productize prefix caching

Voice becomes a developer primitive (speech-to-speech over WebSocket)

Community complaints that the official implementation was heavyweight surfaced as a hackable, ultra-light reimplementation