I thought about posting this paper but rebranding it as the Claude Mythos technical report. As far as I can tell, there’s no secret tricks the US frontier labs have, and that basically describes how Mythos was trained. What’s in that paper just works, and for verifiable domains, it’s only a matter of fixing bugs and scaling up. That’s why Anthropic is so desperate for regulatory capture, AI has no moat.