Thursday, January 1, 2026

PermaMind: A Reference Implementation of Persistent Stateful Self-Update (PSSU) Demonstrating Bounded Write Access as a Foundation for Identity in Long-Lived AI Agents

Unlocking AI Potential with Persistent Decision Architecture

In the rapidly evolving world of Artificial Intelligence, most agents struggle to learn across sessions. They face recurring mistakes and unstable preferences. Let’s change that with PermaMind—an innovative architecture that offers:

  • Persistent Identity: Ensures that AI’s identity survives across sessions.
  • Statefulness: Internal variables impact decision-making continuously.
  • Self-Update Mechanism: Experience reshapes_agent behavior for effective results.

PermaMind effectively detects prediction errors and smartly modifies structures to enhance learning without losing valuable data. Imagine three agents tasked with the same goals, highlighting:

  • Frozen: High coherence but no adaptability.
  • Dissolved: High plasticity leading to instability.
  • Bounded: Controlled evolution showcasing effective persistence.

Explore our interactive demo and revolutionize your understanding of AI.

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