Pythia — multi-model deliberation

several models argue a strategy and every trade before anything is placed, and only on paper.

The problem

01A trade decided inside one model's session is one opinion, and the reasoning dies with the session.

02Putting models to a vote records a tally, not a reason, so the next run has nothing to learn from.

03The obvious fix, trade live and learn from the losses, spends real money before the process has proven anything.

One decision

CHOSEN

Models debate to consensus before a decision is final, and the whole routine runs in paper mode, against a shadow book, until that book earns the switch.

REJECTED

Parallel voting among models. Rejected because a vote averages away the argument, and the argument is the only thing worth keeping.

See it

1 frames · select a frame to swap the hero

The front door at 1440 pixels wide: the routine's past decisions and their reasoning, on the record.evidences · the problem · 01

The front door at 1440 pixels wide: the routine's past decisions and their reasoning, on the record.evidences · the problem · 01

sourceSource private

Paper mode. No real order has been placed; the shadow book is the only ledger, and the live switch stays off until the book earns the turn.

79 pull requests merged · as of 2026-10-14 · github search: repo:juliodavid8a/pythia is:pr is:merged

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