Bitterbot Gives Agents Curiosity Drive

The interesting move is treating curiosity as memory pressure instead of policy reward; that is more practical for today’s LLM agents, but the claims still need ablations.

• –Developmental α annealing gives the agent a plausible consolidate-first, explore-later curriculum.
• –Coupling exploration to dream-cycle memory coherence is a sharp closed-loop idea, especially for long-lived personal agents.
• –The sqlite-vec and TypeScript stack makes this easier to inspect than most agent-memory research prototypes.
• –The weak spot is evidence: telemetry is not enough to prove the oscillator or reward mix improves downstream behavior.