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Benchmarks should shape the frontier, not just measure it

calendar_today April 7, 2026 person Snorkel Team domain snorkel-ai

Since launching the Open Benchmarks Grants, we’ve received more than 100 applications from academic groups and industry labs spanning a wide range of domains and capabilities. As the best benchmarks drive how the field allocates research effort, the bar for benchmarks has risen as well. Here, we share what’s now table stakes for useful benchmarks, and what separates the ones…

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