The speaker attributes Beam's efficiency to a strong reasoning pre-training base amplified by reinforcement learning at what they believe was the largest scale yet used in open source.

“And the reason it's so efficient is because we prioritized”

“Well, both a strong pre-training base for reasoning, but then amplified it with reinforcement learning at what we believe to be the largest scale it's ever been done in open source.”