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Six principles for evaluating cognitive capabilities in AI models
- Terretta 27d agoWorth reading the substance behind each of these: Principle 1: Be aware of your own anthropomorphic cognitive biases. Principle 2: Be skeptical of others' (and your own) hypotheses. Design control experiments for possible alternate strategies that could produce the observed behavior. Principle 3: Design novel variations of stimuli or benchmark items to test robustness and generalization. Principle 4: Be curious about mechanisms underlying performance. Principle 5: Consider performance versus competence. Principle 6: Analyze failure types, and embrace “negative” results.