Which of the following BEST describes the risk management challenge posed by 'emergent capabilities' in large foundation models?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because emergent capabilities — abilities that appear unexpectedly as models scale — mean that risk assessments based on evaluating smaller model versions may fail to anticipate capabilities (and associated risks) that only manifest at larger scales. This makes safety evaluation particularly challenging.
Full explanation below image
Full Explanation
B is correct because emergent capabilities — abilities that appear unexpectedly as models scale — mean that risk assessments based on evaluating smaller model versions may fail to anticipate capabilities (and associated risks) that only manifest at larger scales. This makes safety evaluation particularly challenging. A, C, and D are operational and commercial challenges, not the specific risk management challenge of emergent capabilities.