OpenAI to Preview Confidential-Computing Private Inference This Fall

The private-inference preview matters because confidential computing is the missing piece for regulated and data-sensitive enterprises that have held back from sending prompts to third-party models — it shifts the trust question from policy to hardware. Bundling ChatGPT into Slack and Teams without a separate license, alongside an enterprise marketplace with named launch partners, points to a distribution strategy that rides existing corporate workflows rather than selling a standalone tool. Whether the confidential-computing claim holds up under real workloads, and how the marketplace partners integrate, is the open question.