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Technology · Artificial intelligence · published 2026-09-25 · via The Information

Ginkgo’s Protein Design Contest Puts OpenAI Models Against a Top Scientist

Ginkgo Bioworks CEO Jason Kelly organized a three-round protein-design competition between a leading scientist and OpenAI’s latest models. The event took place in Ginkgo’s automated laboratory spanning 15,000 square feet in Boston, with company executives serving as judges. The contest used a technique for growing proteins in test tubes faster than in cells.

Expanded Detail

Ginkgo Bioworks CEO Jason Kelly arranged a three-round contest focused on protein design. One side was a leading scientist; the other was OpenAI’s latest models. The setting was Ginkgo’s automated Boston laboratory, a 15,000-square-foot facility, with company executives acting as judges. The contest employed a method that produces proteins in test tubes, described as quicker than cell-based growth.

The event places AI models in direct comparison with human expertise in a specialized biotechnology task. It also showcases automated lab infrastructure and alternative protein-production techniques as part of broader efforts to speed up design and testing.

Context

This contest may draw attention to how AI tools could complement or challenge expert scientists in biotechnology. Researchers and lab workers might see automation and test-tube protein production as ways to shorten experimental cycles, potentially changing workflows and skill demands. Companies developing AI and lab automation could face greater scrutiny over reliability, safety, and attribution. The public may benefit if faster protein design leads to useful applications, though such outcomes remain uncertain.

Expanded detail and Context are AI-generated analysis; the linked article remains the authoritative source.
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This summary is Al-enhanced to contain extended analysis and broader social context. The original is {NAME); the linked article is the authoritative source. Original headline: “Inside the Drama Behind a Biology Contest That Pits OpenAI Agents Against Humans.” Browse more stories.