skinny.

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Owner’s Judgment and Z.ai’s Post-Training Bet

Owner’s opinionated system creates a potential opening for durable operator judgment, while Z.ai’s same-base-model claim shows how post-training can create valuable behavior whose distribution, safety, and licensing remain commercially decisive.

The skinny

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