Start Doing Graph Theory
https://vertex.degree/This author has done nothing to deserve that scrutiny, but I can’t escape the feeling now of having to be guarded when I see a new book online with a relatively short history (spring 2026 is the earliest version of this text), as I can’t be sure it’s either “AI-enhanced” or AI-written.
I don’t like this feeling and it dampers any enthusiasm I once had for being excited about stuff like this.
That aside, if the author did write this themselves without AI, kudos to them and their acheivement!
This book aside, though, the fact that writing is no longer definitive evidence of human thought is one of the things I dislike the most about the LLM era. I very much share your sadness about that.
I wouldn't use it as a 100% infallible AI detector when the stakes are high (accusing someone of cheating) but it's very good at detecting AI generated text when you can drop large sections of text into it.
In this sense AI does not actually detract from that - so long as there IS an author associated to the book, that author can build a reputation for thoroughly reviewed and high quality textbooks. So in the end, some authors will be known for a reputation for making good books, and the use of AI should give us access to a larger quantity of books, addressing more and more niche topics, for lower costs. So, this should be a good thing for education?
I'm very much just writing my thoughts down, but curious to know if others agree or disagree with this.
the erosion of trust will be socially catastrophic.
remember a time where you might admire a photo not just for its beauty, but for the good luck and skill of the photographer who captured it?
photoshop made us skeptical about truth, but AI will simply make it hopeless to ascertain truth.
note that i use AI extensively. i am hyper aware of the way it has impacted me, my peers, and my career, and im deeply concerned about how it will impact everyone as it is increasingly made "non-optional" by the rich and greedy who stand to benefit most from it.
Many books pre-ai were garbage but not at the rate they could be today. If anything people operate on greater discretion now than in the past because even the worst garbage still had a non-trivial barrier to entry, either sitting down to regurgitate your own garbage or paying someone to make some garbage for you.
There's also some historic precedence of this, the rise of Photoshop/CG and digital manipulation certainly led to a "is this photo real" to similar effect despite manipulations going back to the origins of photography. That acute concern was not as prevalent in my mind before editing became common and accessible.
Quite frankly this is.. fucking terrible? Even worse, the end of something for humanity..?
Can we not do this? I understand your sentiment, but ... can we not do this?
Also, saw your comment response, I do feel this very same guarding and unfortunately my instinct is to assume the content is AI, which is a disservice to all the people who are putting their hard effort into putting out quality things.
Where I've landed -- once I get away from the distaste for load-bearing or a comment mentioning "spine" -- is that if the idea pushes me forward, challenges me towards improving, or otherwise informs, I'm okay with AI assisted writing.
I'm not okay with formulaic garbled nonsense, that annoys me!
For sure it was less to review, less options but still.
So what did you use? I used things like Reviews, skimming through, getting a referal through a blog or hn and buying from reputational sources.
HN is a filter. Same as all the other things we have.
Like is there a concrete issue with the book you have?
But who reviews the reviewers?