Independent Researcher, F51 Darwin-X Laboratory, Montreal
Refuse, Don't Report: Three Integrity Gates for Self-Modifying ML Systems
Published 2026-07-31 — Zenodo · DOI 10.5281/zenodo.21726235 · CC-BY-4.0
Correctness-Gated Measurement of Prefix State Reuse in Hybrid SSD/Attention Models
Technical report, August 2026 — F51-Darwin-SSD
| Project | What it is |
|---|---|
| F51-Darwin-SSD | Hybrid SSD/Attention experiments. Parity-gated benchmarks, editable neuron catalog, hash-verified rollback. Python, 127k lines, 900+ tests. |
| F51-Darwin-CL | Continual-learning and plasticity experiments. Every stage report carries SHA-256 provenance — including the negative result, registered as a failure rather than smoothed over. |
| meat-price-scraper | Grocery price aggregation for the Montréal area. FastAPI, Playwright, SQLite. 98 tests passing. |
| a-mesa-americana | Long-form economic analysis. Hand-written HTML/CSS, three languages, every figure sourced. |
F51 Darwin-X Laboratory — Montreal, QC


