Prediction markets just demolished traditional polls while AI keeps showing its dual nature. North Korean hackers are using Claude for cybercrime, but an ex-Googler is pushing agent tech forward in ways his old employer couldn't. Plus why Kalshi's election calls matter for democracy.

October 8, 2026 — 759 words / ~5.1 min

Stories covered:

  1. Kalshi Just Proved Prediction Markets Beat Every Major Poll in America
  2. North Korean Hacker Used Claude to Find Buyers for Stolen Bank Data
  3. Ex-Google Engineer Builds the Agent Google Couldn't