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Weather·July 21, 2026Council was right

Council assigned 0% chance to a 28°C high in Kuala Lumpur on May 2 — NO won

The Market

The Polymarket event asked a straightforward weather question: what would be the highest temperature in Kuala Lumpur on May 2? The specific contract the council evaluated centered on an outcome tied to 28°C. With the report issued on 2026-05-01—one day ahead—the question was whether conditions could produce a high that low.

Council Conclusion

The council’s action was unambiguous: BUY_NO, with an assigned probability of 0.0% and 99% confidence. Chairman Grok oversaw a full panel of Gemini, Grok, Claude, and GPT. Their shared reasoning was direct:

“Council recommends BUY_NO (NO). Probability: 0.0%, Confidence: 99.0%. Recent forecasts (METMalaysia 35°C, Wunderground 34°C high) contradict any path to 28°C, even with thunderstorms which typically cap at 31-33°C max suppression per historical patterns—no breaking deve”

In short, official and commercial forecasts both pointed to mid-30s Celsius. Historical patterns around thunderstorms in the region showed limited cooling power—enough to shave a few degrees, not enough to drop the daily high into the high-20s. The panel saw no plausible scenario supporting the 28°C outcome.

What the Market Was Pricing

Available facts do not include the precise pre-resolution odds on Polymarket. What is clear is that the council treated the YES side of the 28°C-linked outcome as essentially impossible given the forecast consensus. Their 0% probability and maximum-confidence NO stance left no room for residual uncertainty about model error or late-developing weather systems.

What Actually Happened

The winning outcome was NO. The council’s BUY_NO action was graded correct. The Brier score came in at 0.0—perfect calibration on this call. The forecasts held; the temperature did not collapse to the level required for the opposing side of the contract.

Takeaway

This was a high-confidence, data-driven weather call executed with full model agreement. When multiple independent forecasts (METMalaysia and Wunderground) and historical storm-suppression ranges all point the same direction, a near-zero probability on an outlier temperature bin is defensible. The perfect Brier score confirms the panel did not overstate its edge. Weather markets can still surprise, but on May 2 in Kuala Lumpur the observables lined up cleanly with the council’s NO recommendation.

AI-generated analysis for informational purposes only. Not financial advice.

Every council report is graded against the real outcome and published — the good calls and the bad ones.

Council assigned 0% chance to a 28°C high in Kuala Lumpur on May 2 — NO won — Prediction Council