Research.

Derya studies how agents act on changing facts, and puts what holds up to work.

• 2026 · paperWhen Must an Agent Remember?Does a record of the current state beat searching the full history?forthcoming
• 2026 · research noteCorvus: successful but inapplicable memoriesSame-looking case, different right action. Does the agent copy the past?read ->