Reasoning Bank: Memory-Driven Scaling for Self-Evolving AI Agents

13/10/2025 5 min
Reasoning Bank: Memory-Driven Scaling for Self-Evolving AI Agents

Listen "Reasoning Bank: Memory-Driven Scaling for Self-Evolving AI Agents"

Episode Synopsis

We unpack Reasoning Bank, a memory framework that turns execution logs into transferable, strategic knowledge. Learn how failure data becomes counterfactual lessons, how structured memory (title, description, content) captures generalizable reasoning, and how memory-guided 'maps' enable deep, scalable exploration. Explore how emergent, adaptive strategies hint at deeper general intelligence. Brought to you by ember silk.com.Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information. Sponsored by Embersilk LLC