semantic-anchoring

Reference implementation of Semantic Intent patterns for Cloudflare D1 database introspection via MCP. Hexagonal architecture with 398 tests demonstrating semantic anchoring, observable properties, and domain-driven design.

Semantic drift detection and intent verification for LLM outputs and AI agents.

Semantic Intent MCP server that turns Your Fantasy Hockey into an AI advisor — the ICE (Intent Chirp Engine) reads the ice and gives you schedule edges, streaming picks, and savage roster analysis, right inside Claude. 🏒

Multi-label Chest X-ray classification on ChestMNIST using LISA (Language-Invariant Semantic Anchoring) and PaQ (Pathology-as-Query) with conformal safety guarantees, evidential deep learning, and post-hoc calibration.