@brianryhuang @taifuunoyume In a sense, if I take your premise of no AGI, the value of a frontier lab would be data and having made model improvements some number of months before open source. And also distribution.
@brianryhuang @taifuunoyume I buy the premise that Opus 4.5 is ~transformational for SWE. Why does Anthropic necessarily have a moat that another company can't take? How long until there's an open-source version?
@MechanizeWork Why can't you have a sweet of open source RL envs like a "pretraining" corpus? and then also have specialized envs. It seems to me the benefits of open source software hold up for RL envs as well