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Personal research project — paper-testing & tuning, not raising capital.

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Research changelog

Dated digests of the evidenced paper track + the hash-chained refusal log, generated from live data. Every number is real and evidence-tagged — a deterministic template, nothing invented.

Changelog L4 · evidenced track + hash-chained refusal log

Track & refusal digest — 2026-07-11

Evidenced paper track: 19/30 days (cumulative +0.21%, max drawdown 0.00%). Refusal log: 800 declined of 2000 hash-chained decisions. Paper research, advisory — the refusal log is the differentiator, not a rate.

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Personal research project in paper validation — not investment advice, not a regulated service, not raising capital; results are simulated. Full disclaimer & risk disclosure →