Real World Evaluation

topic on 1 show · 1 statements across 1 episodes

20VC

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20VC Assertion Not checkable as stated
Narayanan: AI developers over-optimize models for benchmarks over real-world performance
“When there is so much pressure to do well on these benchmarks, developers are intentionally or unintentionally optimizing these models In ways that look good on the benchmarks, but don't look good in real world evaluation.”
Arvind Narayanan Aug 28, 2024 ▶ 18:25 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings

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