ContextPilot

Everything Fervor AI has published that touches ContextPilot — 2 pieces, newest first.

• ContextPilot Trains an Agent to Delete Its Own Context, and the Reward Never Asks What It Deleted

  ContextPilot's terminal reward is answer correctness plus format plus an invalid-call penalty, with no term for whether a given deletion was safe, so the model learns…

• Briefing · August 31, 2026 · morning

  Five days of releases and papers all pushed on the same component, the agent's working context, making it shared between people, durable across sessions, and editable by…