Crowd vs Engine — Is the Crowd Right, or the Machine?

Every trading day, retail social sentiment (the crowd) and QuantLogix's forecast engine make an implied directional call on the same liquid names. When the engine's forecast horizon elapses, both calls resolve against the same realized outcomes and fold into a permanent Brier-score ledger. This is a public, falsifiable record of who is more calibrated — the crowd or the machine — updated daily, with every hit and miss included.

Related: QL Foresight · Social Buzz · Track Record · QL Arena

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🥊 Crowd vs Engine

Is the crowd right, or the machine?

Every day, retail social sentiment and the QuantLogix engine make the same directional calls on the same names. When the forecast resolves, both are scored against the same outcomes — and the whole record is public. Brier score is lower-is-better; a coin flip is 0.250.

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