One prompt to test how "open" an open-source model really is

alex_verem · x · 2026-11-13

The author shares a reusable prompt: with web search enabled, ask an AI to verify any "open source" model's true openness — are the weights downloadable, what does the license restrict, is training code published, and is training data named — citing sources for each answer and saying "not found" where unprovable. His experience: most releases pass the first two checks and fail the rest. He recommends running it before building on any model.

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