@ZhiruoW: We are building AI technologies to empower humans, and this requires awareness of human reliance. Our latest work measu…
Summary
Introduces Offloading Score, a measure of cognitive effort offloaded to AI, and finds that high reliance is not inherently harmful when users are engaged.
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Cached at: 06/05/26, 09:13 AM
We are building AI technologies to empower humans, and this requires awareness of human reliance. Our latest work measures human cognitive offload using our workflow induction toolkit. Beyond showing the accuracy of our measure, we find that high reliance isn’t inherently harmful. When users bring intentional engagement and genuine task understanding, AIs can facilitate human learning
Vishakh Padmakumar (@vishakh_pk): People are increasingly worried that AI tools make us overreliant. But how do we actually measure this? We introduce Offloading Score, a measure of reliance based on the fraction of cognitive effort offloaded to AI while completing a task. In a controlled user study, Offloading
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