The AI papers that mattered this week — August 17, 2026

The Harness Is Becoming the Model The most interesting AI papers this week are not really about bigger models. They are about everything surrounding them: the harness that turns a model into an agent, the memory that carries experience between tasks, the verifier that distinguishes completion from bluffing, and the training distribution that quietly determines what capabilities are available in…