EPISODE · Aug 22, 2026 · 25 MIN
Your Benchmark is a Build Dependency
from Zero Noise Collective · host John Menerick
Under reinforcement learning from verifiable reward (RLVR), the evaluation dataset defines the reward signal—meaning your benchmark is a build input with zero cryptographic protections.Pin evaluation artifacts by commit hash, record your environment bus factors, and implement secure item-bank rotation
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Your Benchmark is a Build Dependency
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