Tagged articles

cognitive friction

3 articles · Page 1 of 1
AI Product Manager Community
AI Product Manager Community
Oct 7, 2026 · Industry Insights

Terence Tao's U-Turn: Why AI Math Benchmarks Risk 'Proof Indigestion'

Fields Medalist Terence Tao, once an AI enthusiast, now warns that AI companies treating mathematics as benchmarks produce proofs without human understanding, causing 'proof indigestion' and eroding the cognitive friction essential for mathematical insight, likening unchecked AI-generated proofs to degenerative cloning.

AI benchmarksAI in mathematicsFields Medalists
0 likes · 9 min read
Terence Tao's U-Turn: Why AI Math Benchmarks Risk 'Proof Indigestion'
21CTO
21CTO
Aug 25, 2026 · Artificial Intelligence

How AI Coding Undermines Professional Skill Development

The article argues that while generative AI promises faster code production, its overuse erodes the deep, experience‑based expertise developers need, and it outlines research‑backed strategies to preserve the essential friction for lasting skill growth.

AI codingGenerative AISoftware Engineering
0 likes · 16 min read
How AI Coding Undermines Professional Skill Development
Architecture and Beyond
Architecture and Beyond
Jun 28, 2026 · R&D Management

Why Slowing Down Is Essential for Engineers in the AI Era

In the AI era, the ease of generating code and answers amplifies the risk of shallow decisions, so engineers must deliberately introduce cognitive friction—through writing, reflection, and measured judgment—to preserve deep thinking and avoid costly mistakes.

AIEngineering ProductivityR&D management
0 likes · 9 min read
Why Slowing Down Is Essential for Engineers in the AI Era