Cracking the AI Confidence Conundrum
AI models struggle with distinguishing unanswerable questions from those they can answer inaccurately. A new approach might just change that.
Read the full articleYou might also wanna read
AI Models Frequently Change Answers When Questioned: The "Are You Sure?" Problem
Ask your AI 'are you sure?' and watch it flip. Models fold 60% of the time because we trained them to please, not push back. The fix isn't b
Confident Inaccuracy, Not Hallucination, Is the Key Barrier to AI Progress
The failure mode that stalls “AI for data” efforts or "AI on my APIs" efforts isn’t psychedelic hallucination—it’s confident inaccuracy: pla
Examining the Limitations of Transformer Models and the Gap to Human-Level AI
February 14, 2026
AI Is Eroding Critical Thinking At Work. The Window Is Closing.
“The problem is that workers had no reliable way to detect the difference. They accepted incorrect AI answers 80% of the time. Their confide
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar
Is AI ruining our skills? Early results are in — and they’re not good
AI deskilling is real: Polish doctors lost diagnostic accuracy on AI-free days, and early data on software engineers looks similar

The dangerous myth of the ‘best’ AI model
Which AI model is best? The answer isn't one provider, it is a combination through model-independence.

Comments
Sign in to join the conversation.
No comments yet. Be the first.