OpenAI transparency concerns: vendor-risk takeaways for engineering leads

A commentary video alleges OpenAI has reduced transparency and that some researchers quit in protest, raising questions about the reliability of vendor claims. For engineering leaders, the actionable takeaway is to treat model providers as third-party risk: require reproducible evaluations, clear versioning, and contingency plans. Some details are disputed, so validate with your own benchmarks before adopting changes.