Your dependency's business model is your business model, so building a harness around one lab's model is a commercial risk and not a technical choice.

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• Capabilities that used to require sophisticated external harnesses are increasingly being built into the model itself. FCFrançois Chollet3 Sept 2026similar wording
• A model company may face a winner's curse: it does all the hard innovation and is then one copy away from being commoditised. SNSatya Nadella12 Nov 2025similar wording
• The experimentation system — a growth model and correct instrumentation — matters more than any individual experiment. ACAlbert Cheng5 Oct 2025similar wording
• Evaluating a model properly would mean delaying its release, and competitive pressure means no lab will. NBNoam Brown26 Jun 2026similar wording
• Labs should make powerful models safe to deploy even if those models are misaligned and actively trying to subvert the safeguards. BSBuck Shlegeris7 May 2024similar wording

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