Wharton's Mollick: half-built frontier AI products often beat polished traditional ones

emollick · x · 2026-10-01

Ethan Mollick points out a counterintuitive reality of the AI business: labs with frontier models can ship half-built products that work surprisingly well, because the AI improvises and figures things out—like having a forward-deployed engineer and customer service agent embedded in the product. He adds that a broken early version often still beats a well-built traditional product, since LLMs are unreasonably effective across a vast array of tasks, and people and companies are learning to roll with it.

Related event: Wharton's Mollick: Frontier Models Make Half-Baked AI Products Work(3 posts)→

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