Ideas Weave Every Narrative with AI.
The Ouroboros coding agent, which tops benchmarks by evolving its own harness, isn’t just a technical breakthrough—it’s a perfect metaphor for the self-referential funding loop that sustains AI research. The top comment on the paper nails it: ‘Named for the funding model.’ This article reveals the uncomfortable truth behind the hype.
Microsoft’s AI revenue boom is powered by a circular loop: it invests in OpenAI, hosts OpenAI, and then books OpenAI’s payments as sales. The real question isn’t how fast AI is growing — it’s how much of that growth is real external demand versus a self-referential financial construct. When the loop breaks, so does the narrative.
AMD is about to invest $5 billion in Anthropic — paying a customer to be a customer. This closed-loop capital ‘ouroboros’ reveals the AI industry’s dirty secret: hardware vendors are so desperate to break Nvidia’s monopoly, they’re subsidizing their own demand. When the music stops, the bubble will burst.