Adaptive Length Image Tokenization via Recurrent Allocation | How many tokens is an image worth ?

Hybrid adaptive memory system for Claude Code — Cheatsheet (positive patterns) + Immune (negative patterns)

Schema-Augmented Self-Optimizing Memory Transformer (SCMT), an experimental attention-based architecture with adaptive memory, schema learning, and entropy regulation.

Adaptive AI Memory Platform — Self-hosted MCP server that gets smarter as you use it. Hybrid search, neural memory graph, AI reranking, and web UI. Built with FastAPI, Next.js, PostgreSQL, and Qdrant.

This model defines the principle by which a distributed system maintains structure over time through self-reinforcing local interactions and memory anchoring. It allows systems to preserve identity and coherence across dynamic environments. 本モデルは、分散システムが局所的相互作用と記憶アンカーを通じて構造を持続させる原理を定義します。これにより、動的環境下でもシステムの同一性と整合性を保つことが可能となります。