Judson Althoff: Microsoft Keynote, Nov 19, 2025

Wed, Nov 19KeynoteHistory onlyJudson Althoff

At the keynote on Nov 19, 2025, Judson Althoff said 4 of the 15 words Kalshi listed.

Updated

Markets

15 words · 4 settled yes

backtest The probabilities on settled rows are a walk-forward backtest: the model as of before each event, computed after Parrot went live; they were not published at the time.

Listed words: result, and the probability (a walk-forward backtest on settled rows)
WordResultProbabilityMarket
Agent Yes–new new word, no probability yet–
Automation Yes–new new word, no probability yet–
Demo Yes–new new word, no probability yet–
Human Yes–new new word, no probability yet–
Activision No–new new word, no probability yet–
Bill Gates No–new new word, no probability yet–
Bing No–new new word, no probability yet–
Gaming No–new new word, no probability yet–
Generative AI / Gen AI No–new new word, no probability yet–
Investment No–new new word, no probability yet–
Nvidia No–new new word, no probability yet–
OpenAI No–new new word, no probability yet–
Quantum No–new new word, no probability yet–
Security No–new new word, no probability yet–
Semiconductor No–new new word, no probability yet–

Market prices are mid quotes from Kalshi and Polymarket, shown for context, may be delayed by several minutes and are not a signal. Quotes as of Oct 20, 2026 23:45 UTC.

Transcript

No transcript source yet. The results above are how the venues settled the markets.

Agents: this page as TSV at /api/v1/appearances/judson-althoff:2025-11-19:keynote · words: /api/v1/brief?appearance=judson-althoff:2025-11-19:keynote · columnar JSON in #parrot-data · llms.txt · MCP