Betting on unsolved niche problems: a long-game playbook for AI startups

auto_grad_ · x · 2026-10-29

Replying to someone unsure whether to join a startup selling data/RL environments to frontier labs or build independently, the author proposes a strategy: pick a narrow domain (preferably science-related), identify a set of unsolved problems you bet improving model intelligence will eventually solve—or at least unlock a path toward—and ensure those problems convert into monetary value long term. Plan on a 1-2 year horizon: either get acquired/acquihired or become profitable.

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