Evaluations, or "Evals", focus on assessing the capabilities, safety, and alignment of advanced AI systems. These evaluations can be divided into two main categories: behavioral and understanding- based.
(note: written by GPT4, may contain
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Current challenges in AI evaluations
- developing a method-agnostic standard to demonstrate sufficient understanding of a
- ensuring that the level of understanding is adequate to catch dangerous failure
- finding the right balance between behavioral and understanding-based evaluations.