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MMLU

2 statements across 2 episodes · 1 bullish · 1 bearish · 2 people on the record · first statement Sep 25, 2023 by Ali Ghodsi · said 3 times in 2 episodes since 2024 · across every show →

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brought up most by Ion Stoica (1), Anjney Midha (1)

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Everything said about MMLU, oldest first

Sep 25, 2023 negative
Assertion Supported
Ghodsi: MMLU benchmark scores are inflated due to web data contamination
“MMLU is just a multi-choice question that's on the web. Ask a question. Here's, is the answer A, B, C, D, and then it says what the right answer is. And it's on the web. You can deliberately train on it and create an LLM that crushes it on that. Okay. Or you c…”
Ali Ghodsi Sep 25, 2023 ▶ 18:15 AI Food Fights in the Enterprise with Databricks' Ali Ghodsi
May 29, 2025 positive
Prediction Not checkable as stated
Midha: Real-time testing will replace static AI benchmarks like MMLU
“While benchmarks like MMLU and the idea of these static exams were useful three years ago, the future is about real-time evaluation, real-time systems, real-time testing in the wild.”
Anjney Midha May 29, 2025 ▶ 0:43 Beyond Leaderboards: LMArena’s Mission to Make AI Reliable
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