Add SuperLocalMemory V3 to Self-Hosted Personal Memory

[varun369]

SuperLocalMemory V3 is a local-first AI agent memory system — highly relevant to the Self-Hosted Personal Memory section as it provides EU AI Act compliant, on-device memory for AI coding assistants.

Why it fits here:

• All data stays on device (Mode A) — perfect self-hosted personal memory
• EU AI Act compliant by architecture
• 74.8% on LoCoMo benchmark without cloud dependency
• Works with Claude Code, Cursor, ChatGPT Desktop, and 17+ tools via MCP

Technical foundations:

• Fisher-Rao geodesic retrieval
• Sheaf cohomology for consistency
• Riemannian Langevin dynamics for lifecycle

Added to: Level 3 > Self-Hosted Personal Memory

Paper: https://arxiv.org/abs/2603.14588
Code: https://github.com/qualixar/superlocalmemory
MIT license.

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Note

Low Risk
Low risk documentation-only change that adds a single new list entry; no code or behavior changes.

Overview
Adds SuperLocalMemory V3 to the Self-Hosted Personal Memory section of README.md, including its GitHub link and a reference to the associated arXiv paper.

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