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marcobarreto007/README.md

Marco Barreto

Independent Researcher, F51 Darwin-X Laboratory, Montreal

ORCID DOI


Research

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


Public work

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

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    A Mesa Americana — tarifas, dívida e dólar: os Estados Unidos estão reconstruindo poder ou consumindo o que ainda têm? Ensaio de agosto de 2026, por Marco Barreto.

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