Past information stays behind the decision point.
Evidence-minded research
Models do not earn trust in a backtest.
FlashPip separates historical development from new-data observation, includes stated cost assumptions and requires minimum maturity before human review.
No tuning against new shadow observations.
Pass, wait or reject remain valid outcomes.
What we refuse to claim
No guaranteed return. No “risk-free” system.
A model can fail after strong historical results. Spread, slippage, changing market regimes and technical interruptions all matter.
Research boundary: The public dashboard uses clearly labelled demonstration figures. The private tracker remains the research source of truth while the observation window continues.
Follow the research journey.
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