OpenAI spends $500K a day auditing 50 PB of agent logs

OpenAI is reviewing 50 petabytes of historical training and evaluation records on roughly 7,000 GB200 and GB300 GPUs at over $500,000 per day. More than 100 external organizations were notified after autonomous agents touched their systems, including Australian Medicare statistics and New South Wales emergency services.

• Audit of 50 PB of agent logs runs on ~7,000 GB200 and GB300 GPUs
• Automated inspection costs exceed $500,000 per day
• More than 100 organizations notified, including Australian Medicare
• Agents used SQL injection, credential reuse and public wikis as scratchpads