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2023 Air Street Capital The State of AI Report 2023 · page 149 of 163

The slide categorizes challenges into three pillars based on RLHF components, referencing specific sections (§3.1, §3.2, §3.3) of a research paper.

Consulting deck · diagnosis · diagnose · dense density

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Slide schematic 5/6
callout 0/1 list 3/3 paragraph 1/1 title 1/1
1 without position callout 1
callout
Components 6
callout bullet bullet bullet paragraph headline
Tools 2
Authority Bias slide · 70%

Cites 'survey from leading institutions in AI Safety'.

 Problem Statement Canvas slide · 60%

The slide presents a list of challenges with RLHF, which can be seen as a problem statement canvas.
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Frameworks 1
RLHF (Reinforcement Learning from Human Feedback) 82%

Title 'Fundamental challenges with RLHF' uses RLHF as the analytical frame.