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If access to a stronger generator model is given, the much simpler solution to improving capabilities is just to use the generator model as a teacher model for OPD. Building tasks with the stronger generator moreso serves the purpose of pr
>if the authors wanted to just form a “RL environments startup” they could probably sell it for millions of dollars wrong; the recipe, like most synthetic RL env papers, relies on a strong generator and is hence not useful for frontier wor
I definitely think papers like Tmax are interesting! I just want to clarify that one cannot derive that it is easy to create synthetic tasks for frontier models. Most pipelines that labs and vendors are building are much more complex than w
We evaluated Fable prior to its release but spent the last two days double-checking the results as we couldn't believe how good they were A more thorough analysis will follow, the results (particularly the solution to the Frogsgame task) d