PaperAgent

Jan 30, 2026 · Artificial Intelligence

How Clawdbot’s New Three‑Layer Dynamic Memory Turns a Static AI into a Self‑Updating Assistant

Clawdbot (now Moltbot) upgrades its memory from a static file‑based store to a three‑layer dynamic knowledge graph that automatically extracts facts, aggregates weekly summaries, and preserves history, enabling the AI to stay current with a user’s life without manual edits.