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

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Manage episode 513457717 series 3690682
Content provided by Mike Breault. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mike Breault or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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

  continue reading

1366 episodes

Artwork
iconShare
 
Manage episode 513457717 series 3690682
Content provided by Mike Breault. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mike Breault or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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

  continue reading

1366 episodes

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