The Competitive Moat That AI Can't Replicate

Post by raincole » Thu, Jun 18, 2026, 8:59 PM UTC

shantnutiwari wrote: post #126

raincole wrote: post #78

Earlier quoted context omitted.

> How do we know this We don't. Pangram is HN's astrology. It has 99.99% accuracy (according to Pangram.)

you are being downvoted but yeah, all these ai detection tools are astrology. Fancy sciency looking, but still crap

The downvotes are understandable. People really wish there is a reliable way to detect AI-gened content. If there is such a tool thew Show HN post will break the record of the post score.

But there isn't and won't be such a tool. As a fallback people defend Pangram etc. Posting Pangram scores in comments is fundamentally no difference than posting ChatGPT responses in comments, and it's quite hilarious that the former is normalized on HN.

Post by rustyminnow » Sun, Jun 21, 2026, 5:01 PM UTC

brookst wrote: post #129

rustyminnow wrote: post #92

Earlier quoted context omitted.

In the article, she wasn't introduced as a researcher at all, but suddenly "She went back to her research data...". This totally smells like an LLM refactor where it re-emits surface level details, but completely misses the key beats that tie ideas together across a story.

So, failure to do research and ensure a coherent mental model leads to erroneous inferences… for humans as well :)

What's your point? Yes, humans and AIs CAN make similar errors. However, continuity and context churn at this level is the sort of error that humans make rarely and AIs make constantly.

By itself it is not a sure sign of LLM output, but along with other signals it is highly suggestive.

Re: The Competitive Moat That AI Can't Replicate

Re: The Competitive Moat That AI Can't Replicate