Evaluator Bias in AI Rationality Assessment

Response to: arXiv:2511.00926 The AI Self-Awareness Index study claims to measure emergent self-awareness through strategic differentiation in game-theoretic tasks. Advanced models consistently rated opponents in a clear hierarchy: Self > Other AIs > Humans. The researchers interpreted this as evidence of self-awareness and systematic self-preferencing. This interpretation misses the more significant finding: evaluator bias in … Continue reading Evaluator Bias in AI Rationality Assessment

The Competence Trap: Why Being Good at Many Things Makes Self-Assessment Nearly Impossible

We all know the type who announces their skills on social media. "Crisis management is one of my deepest competencies," they tweet, while actively demonstrating the opposite. The irony is obvious to everyone but them. But recognizing others' inflated self-assessments is easy. The harder question is: how do we avoid the same trap ourselves? The … Continue reading The Competence Trap: Why Being Good at Many Things Makes Self-Assessment Nearly Impossible

Reviews & Age Ratings – Best Movies, Books, Apps, Games for Kids

"Common Sense Media rates movies, TV shows, books, and more so parents can feel good about the entertainment choices they make for their kids. We offer the largest, most trusted library of independent age-based ratings and reviews. Our timely parenting advice supports families as they navigate the challenges and possibilities of raising kids in the … Continue reading Reviews & Age Ratings – Best Movies, Books, Apps, Games for Kids