mean flop utilization

1 statements across 1 episodes · 0 bullish · 0 bearish · 1 people on the record · first statement Jul 16, 2026 by Andy Beam · across every show →

Everything said about mean flop utilization, oldest first

Jul 16, 2026 neutral

Assertion Supported

Beam: Reinforcement learning achieves only 5% to 6% GPU FLOP utilization

“And for reinforcement learning, it's always somewhere, like, around five to, like, six percent. So, said differently, that means that we're getting, like, five percent of the actual GPU computing power that we're paying for.”

Andy Beam Jul 16, 2026 ▶ 1:38:42 🔬 RL with Verifiable Rewards, but the Verifier is a Lab — Lila Sciences

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mean flop utilization

Everything said about mean flop utilization, oldest first

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