ProofFlow — Ending Black-Box AI

1. ProofFlow — Ending Black-Box AI 💡 Problem

AI outputs are untraceable.
We trust opaque neural nets without knowing what influenced their logic.

💥 BINFLOW Solution

ProofFlow implements Proof-of-Leverage (PoL) — a temporal ledger that tracks how often and how meaningfully a dataset, model, or function has been reused.
It’s not “proof of work” — it’s proof of flow.

⚙️ MVP Markup
CREATE TABLE leverage_ledger (
id UUID,
source TEXT,
phase TEXT,
reuse_count INT,
impact_score FLOAT,
last_used TIMESTAMPTZ
);

🌍 Impact

AI auditing evolves.
We no longer say “trust the model” — we say “trace the motion.”