AI-for-science benchmarking markets: single evals may cost months and millions, a durable niche

kenbwork · x · 2026-10-30

kenbwork argues model capabilities in science have no obvious ceiling, and economic utility keeps rising as impact jumps from incremental research steps to consumer-legible outcomes like cures. Single evaluations may take months, millions of dollars and world-class teams, making benchmarking one of the few durable components of the AI x science ecosystem. As these markets form with unknown growth potential, he says, use your imagination.

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