The next wave of AI will be judged less by demos and more by reliability.

Three bets

  1. Bigger models will not automatically mean better products.
  2. Regulation will be slower than headlines suggest—but not irrelevant.
  3. Most firms will underinvest in data quality, then blame the model.
Hype → pilot → integration → maintenance