Mlops
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The Problem With Proprietary LLM Providers: Removing Model Access without recourse
·414 words·2 mins
OpenAI’s removal of GPT-4o, o3, and other models after GPT-5’s launch breaks fundamental MLOps principles. Without model versioning and control, data science workflows become unreliable. Local LLMs offer a better alternative for maintaining consistency.