ai and ml
Good thing it’s somebody else’s money
Peter Steinberger, member of technical staff at OpenAI and the creator of OpenClaw, estimates that he spent around $10 million in tokens running AI workloads last month. But don’t feel bad for him, because it’s all coming out of investors’ pockets.
He made this admission at the Cloudflare Connect 2026 conference in San Francisco on Wednesday, in a conversation with Cloudflare CTO Dane Knecht.
Knecht previously observed that Steinberger has acknowledged having “a virtually unlimited token budget, which not all of us in the room have.”
Responding to the audible surprise rising from the audience, Steinberger added, “What people don’t always understand is not all of that is useful.”
That only amplified the murmuring, perhaps not the effect he had been after. Meanwhile, his employer, OpenAI, is reportedly trying to “accelerate funding” ahead of rival Anthropic’s expected IPO.
Steinberger’s subsequent musing about his preferred way of working failed to recognize Knecht’s acknowledgement of financial limitations.
“I feel like the main challenge a lot of people still have is that our infrastructure structure hasn’t really caught up yet,” Steinberger said. “Like why is this still using my computer? Shouldn’t this all be in the cloud?”
Apart from the privacy and compliance implications of relying on cloud-based AI, cost remains a consideration for anyone not setting venture funds alight. Cloud-hosted agents can be expensive. Shouldn’t this all run locally?
Pointing to the OpenClaw project and how a lot of open source maintainers have given up accepting pull requests due to frustration with AI slop, Knecht asked Steinberger whether we’re approaching the death of open source or a golden age of AI.
Steinberger said he thinks the way pull requests are handled needs to change because people don’t explain how they arrived at their proposed changed code.
“If I see your thoughts, how you got from A to B, my trust in the output is way higher than if you just throw the finished work across the fence,” he said.
Knecht also asked Steinbe