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Reference implementation of Persistent Stateful Self-Update (PSSU) showing bounded write access as a substrate for identity in long-lived AI agents.

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hustle-rent-due/PermaMind

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PermaMind

Persistent Identity & Stateful Decision Architecture for AI Agents

The Problem

Most AI agents don't actually learn across sessions. Even with "memory" enabled:

Memory exists. Reasoning exists. Durable behavioral change does not.

The Solution

PermaMind implements PSSU (Persistent Stateful Self-Update):

Architecture

Gap Engine™

Detects prediction errors (Δ) and computes priority: Q = k·Δ

Confidence Gate™

Blocks confident assertions when unresolved gaps exist

Identity Store™

Persists learned constraints across sessions

Live Demo

👉 Try the interactive demo

Watch three agents face the same task stream:

Save → Refresh → Load to prove persistence.

Python SDK

Installation

Further Reading

Contact

Nile Green
📧 [email protected]
🌐 https://bapxai.com

License

MIT - See LICENSE file

Published November 2024. Open source implementation of persistent learning architecture.

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Reference implementation of Persistent Stateful Self-Update (PSSU) showing bounded write access as a substrate for identity in long-lived AI agents.

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