The OpenClaw Burn: How Venture Liquidity is Masking the AI Agent Bubble
AI-generated image · US National Wire
Opinion: Peter Steinberger's admission of a $10 million monthly token spend reveals a dangerous cycle of venture-funded waste masquerading as platform growth.
In the current gold rush of the creator economy, we are seeing the emergence of a specific, toxic phenomenon: token-circularity. This is the process where venture-backed entities dump massive amounts of capital into their own proprietary systems to simulate utility and scale, creating a feedback loop of artificial growth.
Nowhere is this more evident than in the recent revelations surrounding OpenClaw, as first reported by *The Register*. Peter Steinberger—a member of technical staff at OpenAI and the creator of OpenClaw—admitted during the Cloudflare Connect 2026 conference in San Francisco that he spent approximately $10 million in tokens running AI workloads in a single month. As Cloudflare CTO Dane Knecht noted during the session, Steinberger has acknowledged possessing a "virtually unlimited token budget," a luxury entirely decoupled from the financial realities facing the rest of the industry.
When the audience reacted with audible surprise, Steinberger offered a candid, if alarming, clarification: "What people don't always understand is not all of that is useful."
From a monetization perspective, this is a flashing red light. When a lead developer admits that millions of dollars in compute are being spent on non-useful output, we are no longer talking about R&D. We are talking about the incineration of venture capital to maintain the appearance of momentum.
*The Register* reports that OpenAI is currently attempting to "accelerate funding" as it competes with the expected IPO of rival Anthropic. In this environment, the pressure to demonstrate "scale" is immense. Spending $10 million a month on tokens, regardless of utility, allows a project like OpenClaw to claim a level of activity that would be impossible under a disciplined budget. It is, in essence, laundering venture liquidity to simulate a thriving ecosystem.
Until the industry moves away from this circularity—until success is measured by efficiency and useful output rather than burn rate—we are not building a new economy. We are simply funding a very expensive hallucination.