Learning has not beaten the market in the check yet, so A9 keeps the market odds.
a9-kalshi-calibration-v1 · aabd04d8c232b9063a26d3923e3b7ad692664668c543127303e2e410e6a3b2d9Tracked question · Commodities
WTI Oil price up in next 15 mins?
A9 gives this a 30% chance of happening. That's about the same as the betting market (30%). A9 did not research this one; it only had the question and the market price, so treat it as a benchmark rather than new information.
Market 30%Kalshi
A9 Predict 30%low confidence
+0 pts vs market
Leans NO
Why A9 thinks this
The evidence, separated.
Learning has not beaten the market in the check yet, so A9 keeps the market odds.
For
{"kind":"a9-kalshi-calibration-v1","model":{"phase":"baseline","samples":179,"validationSamples":45,"slope":1,"bias":0,"validationGain":-0.016814326017895787,"fingerprint":"0b425078a84be11f789d05ecf1dad364456de134119d6738a321716396cc8819"},"quoteAt":"2026-10-22T23:00:54.586Z","closesAt":"2026-10-22T23:15:00Z"}
Against
Nothing recorded.
Unknown
Nothing recorded.
Probability history
A9 never rewrites the past.
MarketA9Me