Corporations are already pulling back from using expensive SotA closed models. The buffet is open weight. Just look at Databricks as an endpoint provider for both open weight and closed LLMs. Companies will utilize what is cheaper and does the job. We all know the market pressure is real and present. What has become truly apparent is that when (not if) mythos class open weight models get released, if cybersecurity folks and developers have no access to use them to help harden and guard infrastructure, it leaves the gates wide open to attach vectors which will not be defensible. This is the real danger that the vast majority of corporate entities should be caring about. Shutting down open models is setting up for serious security concerns.

The OpenAI/Huggingface debacle is patient-zero. Huggingface used GLM 5.2 to help mitigate and were unable to use more capable closed sota models for the analysis due to guardrails. It is a foot gun of the highest order. We should all be concerned. I feel like Captain Obvious saying this.