Independent researcher and inventor. I publish tools, experiments, and technical work.
Tools for examining the evidence behind quantitative scientific claims. My work includes a browser calculation checker, a verification protocol, structured case studies, and a Python manifest verifier. The browser prototype replays declared calculations while keeping unresolved measurement and context questions visible.
Try Claim Review 路 Browser edition and example 路 Research and findings
A Python prototype that tracks the evidence behind a decision and requests human review when mapped observations change. My work includes the standalone ledger, controlled evaluation, and replay tools. The accompanying Casefile Provenance Demo presents the engine through a fictional case and comparison controls.
Source and setup 路 Open casefile demo 路 Evaluation and limits
An engineering record of my foundational v4 proposal: semantic modeling, dependency analysis, validation, and reproducibility evidence. Unofficial contributor proposal; full-import conformance remains unresolved.
Proposal and evidence 路 Upstream discussion
- CaseLinker: Added source-document and extraction-run provenance and deterministic claim snapshots with drift comparison.
- ImageMagick: Clarified explicit dimensions for splice and chop in the command-line documentation.
- Osprey: Contributed a worker-startup wait before the demo announces readiness.
- ALEAPP: Contributed collision handling to preserve evidence files whose names differ only by case, merged with maintainer refinements.
These contributions were merged upstream; the work index records scope and shared work.