A proposal for an always-on, open platform that would let anyone run AI model benchmarks live and publish the results in real time has surfaced, reframing a growing debate over how trustworthy AI evaluations really are. The idea describes a "secure open platform" onto which evaluation companies could upload their test harnesses, allowing any user to plug in a model's API key, run a benchmark on demand, and have the outcomes update public scoreboards continuously around the clock.
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