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
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ef695042b6cc7b8d0132bc9eb2a0a1890d123d57
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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

Will “Choosin' Texas” by Ella Langley win Best Country at the 2026 MTV Video Music Awards?

A9 gives this a 88% chance of happening. That's somewhat less likely than the betting market thinks (94%) — a 5-point disagreement. A9 researched this on the web before forecasting.

Market 94%Polymarket
A9 Predict 88%high confidence

Jev on its own said 39%

-5 pts vs market
Leans YES

Why A9 thinks this

The evidence, separated.

Web research · quality 90/100

Official VMA/MTV nomination materials and multiple reputable news outlets list Ella Langley’s “Choosin’ Texas” as a nominee in the 2026 MTV VMA Best Country category. The awards ceremony — when the winner will be officially declared — is scheduled for September 27, 2026, and as of 2026-09-26 no winner has been announced. Therefore the only definitive way this market will resolve to Yes is if MTV/VMAs officially announces “Choosin’ Texas” as the Best Country winner during the live ceremony or in an official post-show release; other listed rules (ties, disqualification, or failure to declare a winner by Dec 31, 2026) could produce different resolutions.

For

Official nominations list published by MTV/Paramount includes Ella Langley — “Choosin’ Texas” — among the nominees in the 2026 VMA Best Country category (Paramount Press Express / MTV nomination page).

MTV’s public voting/nominee pages list Best Country and show the category containing “Choosin’ Texas,” consistent with multiple news outlets’ full-nominee lists (MTV vote page; Parade, LA Times, NBC Los Angeles).

Multiple reputable outlets that republished/covered the official VMA nominee announcement (LA Times, NBC Los Angeles, Parade) include Ella Langley’s “Choosin’ Texas” in Best Country, indicating broad reporting alignment with the official release.

Against

As of 2026-09-26 the 2026 MTV Video Music Awards ceremony (when winners are announced) is scheduled for 2026-09-27, so no winner has yet been declared and the market cannot resolve to “Yes” until an official winner is announced (Paramount/MTV nomination release; NBC Los Angeles).

The official resolution rules for this market state that if a video was not officially nominated when nominees were announced it would resolve to “No”; because nominees were announced and she is listed, that particular automatic 'No' condition does not apply — but it highlights that only the official nomination list (already published) and the official winner announcement will determine resolution.

There remains the possibility of last-minute changes (e.g., disqualification or correction) prior to or during the live broadcast that could alter the nominee/winner status before the show airs; until the live/official winner announcement occurs the outcome is unsettled.

Unknown

Which nominated video will be declared the official winner of the 2026 MTV VMA for Best Country during the live ceremony on September 27, 2026 (i.e., the live vote/academy decision and any last-minute changes at the ceremony).

What would change A9's mind

  • MTV/VMAs (live broadcast or official post-show publication) names “Choosin’ Texas” by Ella Langley as the winner of the 2026 VMA for Best Country — this would flip the market to Yes.
  • MTV/VMAs issues an official correction or disqualification before nominees/winners are finalized removing “Choosin’ Texas” from the ballot — under the market’s rules that could cause an immediate resolution to No (if disqualified before nominees were announced) or change outcome probabilities prior to the show.
  • A tie is officially declared for Best Country at the ceremony and the tie-break rule described in the market (alphabetical order of the nominated video title) favors “Choosin’ Texas” (i.e., if a tied nominated video’s title is alphabetically after “Choosin’ Texas,” the market would resolve to Yes).
  • If no winner is declared for the category by 2026-12-31 11:59 PM ET, the market resolves to “Other” (per the listed resolution criteria).

Probability history

A9 never rewrites the past.

MarketA9Me
88%Initial read

Official VMA/MTV nomination materials and multiple reputable news outlets list Ella Langley’s “Choosin’ Texas” as a nominee in the 2026 MTV VMA Best Country category. The awards ceremony — when the winner will be officially declared — is scheduled for September 27, 2026, and as of 2026-09-26 no winner has been announced. Therefore the only definitive way this market will resolve to Yes is if MTV/VMAs officially announces “Choosin’ Texas” as the Best Country winner during the live ceremony or in an official post-show release; other listed rules (ties, disqualification, or failure to declare a winner by Dec 31, 2026) could produce different resolutions.

a9-predict-0.3.0 · 29df199c541a417fbfc231a2ef7a1dcf1cb0a9555f8117caa826c365fbec3e9d