Add SuperLocalMemory V3 to Memory Systems — local-first with mathematical foundations

[varun369]

SuperLocalMemory V3 is a local-first AI agent memory system with information-geometric foundations.

Results on LoCoMo benchmark:

• 74.8% zero cloud dependency (highest local-first score reported)
• 87.7% in full-power mode
• EU AI Act compliant by architecture (Mode A)

Three mathematical contributions:

• Fisher-Rao geodesic retrieval (replaces cosine similarity)
• Sheaf cohomology for consistency (algebraic, not O(n2))
• Riemannian Langevin lifecycle (self-organizing)

Added to: Section 2 Memory Systems

Paper: https://arxiv.org/abs/2603.14588
Code: https://github.com/qualixar/superlocalmemory
MIT license, 1400+ tests.