The AI Paradox: Why the People Who Need Challenge Least Are the Only Ones Seeking It

There's a fundamental mismatch between what AI can do and what most people want it to do. Most users treat AI as a confidence machine. They want answers delivered with certainty, tasks completed without friction, and validation that their existing thinking is sound. They optimize for feeling productive—for the satisfying sense that work is getting … Continue reading The AI Paradox: Why the People Who Need Challenge Least Are the Only Ones Seeking It

Seven Varieties of Stupidity

"1. Pure Stupidity...2. Ignorant stupidity...3. Fish-out-of-water stupidity...4. Rule-based stupidity...5. Overthinking stupidity...6. Emergent stupidity...7. Ego-driven stupidity...-Ian Leslie, "Seven Varieties of Stupidity." ianleslie.substack.com. May 21, 2022 It's a fun classification exercise. I'd say that 3 is a subset of 2, being in an unfamiliar environment is a variety of ignorance. However, if you think about the kinds … Continue reading Seven Varieties of Stupidity

Preferring Pain to High Cognitive Effort

"Cognitive effort is described as aversive, and people will generally avoid it when possible. This aversion to effort is believed to arise from a cost–benefit analysis of the actions available. The comparison of cognitive effort against other primary aversive experiences, however, remains relatively unexplored. Here, we offered participants choices between performing a cognitively demanding task … Continue reading Preferring Pain to High Cognitive Effort