Software

See individual publications for additional research codebases.

Reexpress Model-Context-Protocol (MCP) Server. 2025. Video overview. Code.

Research code for SDM activation functions, SDM calibration, and SDM networks. 2025. Code.

• See publication Similarity-Distance-Magnitude Universal Verification.

Reexpress Re-search demo.

• The first publicly available example of AI-assisted search with uncertainty-aware test-time conditional branching.

• Active from August 2024-February 2025 as a web application. Reexpress Re-search has been superseded by the Reexpress MCP Server, which can be combined with a web-search client/API.

Reexpress one. Source code for original November 2023 release.

• On-device macOS application for uncertainty-aware, LLM-driven high-dimensional data analysis.

• Quick Start Guide. Reference. Tutorial Series.