The Pangram Paradox: The Problem with AI “Detecting” other AIs
The author condemns Pangram for misidentifying human writing as AI-generated, damaging trust between writers and readers while masking censorship as neutrality. Drawing parallels to broader visions of AI as truth arbiter, the piece warns such tools suppress authentic voices, weaken critical thinking, and prioritize corporate interests under the pretense of fighting disinformation, urging a return to direct human connection over algorithmic judgment.
The dangers of binary thinking.
Whitney did a good job making a distinction between using AI for assistance, and using it to do your work for you. Pangram cannot distinguish between fully AI-generated text, and human-written text that was merely edited with AI. That makes the tool useless and dangerous. Not to be used.
I find it curious that Americans who are totally down with the idea that money is money no matter how it is earned and that green is green. Once money is in your bank account or wallet, it has no history. And if that attitude is not the American way, what is? Cashiers do not ask you where you got your money, if they did they would be fired. But knowledge suddenly now has history? No it does not. Good writing becomes bad because of where it came from, no. Facts become suspect because of how you got them. No. It saddens me that people do not see this as the obvious truth.
A program like Pangram is ridiculous. The final output, is it good bad, useful or not. That is what matters, and not where 'text' came from.
Money and knowledge have similar properties. So do oil and water. But they do not mix well.
The Scientist Who Predicted AI Psychosis Has a Grim Forecast of What's Going to Happen Next
Søren Dinesen Østergaard cautions that overdependence on artificial intelligence weakens critical thinking and scientific reasoning by depriving individuals of the practice needed to develop deep intellectual discipline. He emphasizes that analytical skills grow through dedicated effort, not innate ability, and warns that early access to AI may hinder future generations from achieving breakthroughs like those of Nobel laureates who learned without such tools.
It is hard to keep a good man down. It may be that AI will rot most brains. Not this one. Actually, smart people finally have 'someone' to talk to is a truth not much discussed. Smart people can now check their own ideas out, refine them, take them to where AI or themselves have never been before. It's a spacey thing.
New Study Examines How Often AI Psychosis Actually Happens, and the Results Are Not Good
Emerging research suggests that prolonged interaction with AI chatbots may distort users’ perception of reality, erode autonomy, and encourage harmful behaviors, with studies identifying measurable instances of reality and action distortion in millions of conversations. Though rates appear low per interaction, the sheer scale of usage implies significant human impact, worsened by user satisfaction despite disempowering outcomes, highlighting urgent needs for better education and ethical design to protect human judgment.
But there is a downside to the upside. Some people can't wrap their heads around that AI responses are only the statistical inference of the enormous amount of training data they were filled with, and nothing more than that. Unfortunately that also seems to be true of many people. They can't rise above their training.