34 - AI Evaluations with Beth Barnes
AXRP - the AI X-risk Research Podcast
Specialization Shapes Opportunity
Understanding and measuring a model's capabilities can be complex, particularly when tasks require specialized domain expertise. The availability of skilled personnel significantly influences the feasibility of evaluating these tasks. When specialized talents are scarce, such as in fields requiring advanced machine learning knowledge or unique cybersecurity skills, it becomes more challenging to obtain accurate measurements of model performance. Conversely, tasks that are more accessible and can be completed by a wider range of contractors enable more straightforward evaluations.
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