← Atlas Theme · spans 1 topics

Open weights are free until your revenue makes them expensive.

Major open-weight releases now ship as developer-capture instruments — gated at roughly $20M in annual revenue, restricted at hardware embedding in StepFun's case, and held double-digit benchmark points below their closed siblings — so the real open/closed line lives in the license file, not the download button.

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Topics it spans
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Findings citing it
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Evidence window
The convergence

The same conclusion keeps arriving from across the workspace's research — 1 topics independently instantiate this theme. Filter the evidence by where it came from:

AI & Frontier Tech
Meta Ships Muse Spark Open: 816B Open Weights Claim the US Open-Weight Crown — While the 17-Point Gap to Meta's Own Closed Model Is the Business Model

Meta engineers its open release as developer capture under a $20M revenue gate while the closed sibling keeps the frontier, the two-track funnel in its purest form.

AI & Frontier Tech
StepFun's Step 5 Open Weights Are Live — One Day Late, Under a "StepFun Model License 1.0" With a $20M MaaS Gate and a Unique Hardware-OEM Gate

The license, not download availability, now draws the open/closed line — here with the most aggressive hardware-embedding gate any major lab has attached to open weights.