The book’s vocabulary

Dreaming

Background consolidation between tasks — and the safeguard against self-confirmation.

From The World That Agrees With You1 section of the book1 related post

A name some agent systems give to background memory consolidation: software that revisits stored material between tasks, selects candidates for durable memory, and can reorganize what is saved.

The analogy is to the sleeping brain’s work on memory — background processing of earlier experience, not a claim that the agent sleeps or dreams. The safeguard that matters most: the system must not mistake its own repeated output for a fresh observation, or recalled context for new memory.

Definition from The World That Agrees With You: Understanding and Managing Sycophancy in the Age of AI, by Timothy O’Brien. © 2026 Timothy O’Brien. All rights reserved.

In the book

See also

  • Memory stores
  • AI memory
  • Memory compression