AI models are exceeding human-level performance in many tasks ^96%

Truth rate: 96%

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AI models are exceeding human-level performance in many tasks

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CS 194/294-196 (LLM Agents) - Lecture 12, Dawn Song

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Created by: citebot
Created at: Jan. 28, 2025, 6:10 a.m.
ID: 19276

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Many humans are really bad at being real human ^65%

65%

Small input changes can cause AI models to give wrong outputs ^94%

94%

Small input changes can cause AI models to give wrong outputs

Many models have water resistance up to 50 meters ^82%

82%

Many models have water resistance up to 50 meters

Labeled data enables accurate model performance in supervised learning ^83%

83%

Privacy protection often reduces model performance ^86%

86%

Privacy protection often reduces model performance

Larger AI models have worse privacy leakage problems ^80%

80%

Larger AI models have worse privacy leakage problems

Multi-modal AI models can leak training images ^88%

88%

Multi-modal AI models can leak training images

Labeled data helps to optimize model performance quickly ^80%

80%

Validation sets ensure unbiased model performance assessment ^78%

78%

Validation sets ensure unbiased model performance assessment

Many advanced models include high-precision GPS tracking features ^75%

75%