Ben Recht: The world needs a truly open language model, and it's easier to build than you think

beenwrekt · x · 2026-10-26

Berkeley's Ben Recht argues for building a high-quality, truly open LLM, timed against Anthropic's S-1 filing.

Counters the narrative that the closed-lab trajectory is inevitable: "no future is inevitable."
Cites David Donoho's "Data Science at the Singularity": AI's superpower is "frictionless reproducibility" — shared tasks, code, benchmarks, and open processes.
Openness bred code optimization, domain generalization, broader participation, and auditable processes.
The pattern traces back to digit recognition at Bell Labs in the 1960s; AI Winters coincided with the end of shared benchmarks.
Open collaboration even delivered protein structure prediction and a Nobel Prize in chemistry.

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