A9 PREDICT

A9 Predict

Changelog

Changes associated with this build.
v0.2.0Build identifier supplied

Build date · Eastern: Oct 25, 2026, 1:41:30.352 PM EDT

Technical build details
Commit
ef695042b6cc7b8d0132bc9eb2a0a1890d123d57
Version source
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Build metadata does not confirm production deployment or service health.

v0.2.0 This build

Keep this round's issued prediction readable, with a separate fresh entry comparison when matching evidence is available.

Added

  • One-contract entry estimate from matching fresh forecast, quote, depth and timestamped series fees; no orders are placed.
  • Current Kalshi round, threshold, close countdown and timestamped public quotes, separate from immutable A9 forecasts.
  • Eastern-day count of unique rounds with acknowledged forecasts and saved settlement status; real trades remain unavailable without fills.

Fixed

  • Saved history stays historical, including records from an open round; it does not show a current pick or start quote refreshes.
  • An issued prediction stays visible until its round closes, with its original probability and an explicit stale-input label after freshness expires.
  • Invalid reference timestamps, conflicting records and different-round quotes cannot supply a selection or entry comparison.
  • Forecast-only pilots can use the approved budget while learning stays off.
  • Quotes retire when stale, closed, mismatched or incomplete; an old forecast is never relabeled as current.
  • Bounded response parsing and shared in-flight public reads prevent simultaneous viewers multiplying upstream work.

Changed

  • Target prices spell out At least versus Above from the contract comparison; original Kalshi wording and rules remain in Details.
  • Untracked no-pick counts and the absence of a trading connection are labeled explicitly instead of appearing as a temporary data outage.
  • Canonical ACE9 Living Glass theme, compact historical evidence, and Eastern Time throughout.
  • Accessible version dialog groups Added, Fixed and Changed notes for this exact build.
  • Page reads do not start forecast collection, learning or order execution.

Tracked question · Commodities

Natural Gas price up in next 15 mins?

A9 gives this a 54% chance of happening. That's about the same as the betting market (54%). 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 54%Kalshi
A9 Predict 54%low confidence
+0 pts vs market
Leans YES
Ask ACE9 about this

Why A9 thinks this

The evidence, separated.

Market price only

Starter pick matched the market when saved. Learning: 31/50 results.

For

{"kind":"a9-kalshi-calibration-v1","model":{"phase":"learning","samples":31,"validationSamples":0,"slope":1,"bias":0,"validationGain":null,"fingerprint":"5ba4f61254f32e15e56683df13f4dd91ecf74de992d3dd68105bad5e1c510264"},"quoteAt":"2026-10-21T08:00:39.166Z","closesAt":"2026-10-21T08:15:00Z"}

Against

Nothing recorded.

Unknown

Nothing recorded.

Probability history

A9 never rewrites the past.

MarketA9Me
54%Initial read

Starter pick matched the market when saved. Learning: 31/50 results.

a9-kalshi-calibration-v1 · 22b58879630a1be0701c2dd0c3d5f59aae2f9e3fe78adc4fb14a98a961444028