“If we take SFT self-distillation… that's actually more or less a step of RL… iterating this process ends up with a process quite similar to RL… avoids very elaborate infrastructure and expensive rollouts.”

“I use their flash version of it… I don’t have as much memory as I need to run the full guy, but five-three flash is really my main local model”

“On the government side, almost everybody now is making, you know, in proposal phases, at least document what you used it for, which model you use.”

“Human in the loop combination where you can combine human experience, customer orientation and empathy with the AI efficiency”

“Our model grader identified 10 rollouts, or approximately 1 to 2 rollouts per 1,000, Bayesian mean posterior rate of 0.17%, 95% interval of 0.09% to 0.28%”