Every model argues for itself
Nothing goes live on a hunch. A multi-agent debate argues each spec against itself — pulling in edge cases and evidence from past sessions — and the transcript is kept for every revision.
About
Built because the industry sells confidence, not research.
Retail futures trading runs on Discord signal groups, YouTube gurus, and $2,000 "mentorships." Every one of them sells the same thing: confidence. Someone else's confidence, delivered just before the market moves. When the pattern the guru trades stops working, nobody in the group knows why — because they never knew why it worked in the first place.
Sentio is the opposite trade. Every model on the desk has to argue for itself in a multi-agent debate, prove itself against thousands of bars of replay, and read every triggered outcome back in as evidence for the next round. When something stops working, the reason is on the record — and the same loop that built the model is the one that repairs it.
Principles
Four things we hold as non-negotiable.
Memory instead of amnesia
Every triggered setup is embedded and indexed. The next debate retrieves the most similar past events as evidence, so a model that fires tomorrow has already learned from every session before it.
A change is kept only if the numbers improve
When a model fails replay, the same agents read every outcome, edit the spec, and re-validate. The revision is kept only if the numbers actually improved — otherwise reverted, on the record.
On the right side of the line
Sentio operates under the CFTC publisher exemption. We are not a CTA, not a broker, not an adviser. Every disclosure is written plainly and cited.
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