OpenAI models are coming to Google Cloud

Commenters argued that the move is primarily commercial: open592 and echelon said OpenAI is selling inference through third parties to reach enterprise customers already on GCP or AWS who demand zero data‑retention guarantees, and that Anthropic and others already offer similar multi‑cloud options. tancop framed it as a competitive necessity for Google Cloud to match AWS Bedrock, while AndrewKemendo suggested a larger pattern of tacit cooperation among big tech (Google, Microsoft, NVIDIA, OpenAI, etc.) to keep the market stable. nsagent noted Microsoft remains OpenAI’s primary cloud partner, and hobofan characterized many public statements as contractual PR rather than substantive change.

Opinion split sharply on trust, security, and technical feasibility. Some commenters worried Google could distill models or backdoor infrastructure (bananzamba, cubefox), while others countered that contracts, legal protections, and practical limits make that unlikely (binlog, iamdelirium, WarmWash). Technical mitigations were debated: aviinuo pointed to encrypted weights on NVIDIA GPUs, worldsavior observed GCP largely uses TPUs, and iamdelirium and dumberquestions noted that Gemini’s provenance and competitive positioning complicate simple “destillation” narratives. Overall, views diverged between seeing the move as pragmatic commercial expansion versus a raising of legitimate control and IP risks.