Half of startup pitches focus on post-training open-weight models on proprietary data

tedgreenwald · x · 2026-09-01

Observation suggests that about half of current startup pitches follow a similar pattern: offering to post-train open-weight models on the customer's own data, allowing the client to own and customize their intelligence. This highlights a strong trend towards data sovereignty and model customization in AI commercialization.

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