Free inference as data acquisition: Compute providers to build data moats
Shahules786 · x · 2026-08-30
Offering free model inference is evolving into a data acquisition strategy. Platforms like LMArena and Design Arena trade inference for user prompts and preferences. The trend suggests compute providers will be next, hosting models like GLM-5.3 for free to harvest prompts, building data moats or selling datasets to labs.
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