I recommended "the knowledge machine" because everybody here can read it...it is basic and fun to read...And the author revealed how superficial are most technocrat thinking about "science" in an easy reading way like a novel...
Others deepest books on knowledge, the more important, are far too dense, big, or hard to be swallowed up in few hours...
A.I. "non linear" maths for artificial self development was written in the book "nanobrain" i posted about above... The maths there goes deeper than LLM maths and this approach by Anirban Bandyopadhy was put together even before LLM success...
Now for philosophy studies i discovered with time and pain, that understanding its limits and possibilities, we must study history of philosophy but it is not enough. We must study linguistics and semiotics. But it is not enough. We must study mathematics and the most advanced possible. But it is not enough. We must study deep thinking mystics of all religions,"symbolic forms" in general art history,litterature history , miracles, OBE, NDE. But it is not enough.
We must miraculously stumble on the right set of books which are unrelated with one another and mostly not often quoted compared to mainstream thinkers or classical one which we must study too to understand the forgotten one.
Just a single example how the availability of a writer and thinker may matter ?
The greatest linguist since Panini is not Chomsky but Gustave Guillaume whose ongoing edition total 27 books and more to come and are not translated in English. I begun to study him 35 years ago when only few of his books were published , i photocopied typed manuscripts...
If i had not studied him i will have no clue about language so deep he is...
His work with his main tool anticipated cognitive philosophy many decades before it appeared and his main tool: "binary tensor" is the germ of the Neural network thinking before they appeared.
I could align many dozens of other example why an unknown thinker matter more than many known one which we must study also anyway to understand unknown one...To catch something absolutely necessary non-nexisting in other books..
Sometimes important thinker are classical underestimated one and very well known already: Someone not studying Goethe method of thinking or Peirce semiotics for example will have great difficulties to figure out something deep about phenomena. Compared to these two giants alone (there is many others) most analytic philosophy appear ideologically simplistic.
If you had no idea about what means poetry deeply, forget understanding even linguistic...And even history (oral culture before history for example cannot be understood by studying prose and prosaic history)
Number theory and geometry matter so much it is the same as poetry, no insight in them makes philosophy akin to newspaper level...( add to this set theory and category theory)
I am interested by acoustics not because i want to settle my room,( its was done) but because hearing theory matter for consciousness studies by the way ...
Etc.....
I’ve been fascinated by philosophy since I took it in high school in the ’60s (we actually had a teacher with a doctorate in philosophy at our high school). I minored in college. My emphasis has always been metaphysics and epistemology. But the big systems of philosophy never had a foundation I could believe. While "I think therefore I am" is very clever. I just found if fell flat as a foundation of existence. I decided to forget all that stuff and see if I couldn’t start from scratch. So for a number of decades I tried to look around me and find the "in"... the place to start to understand reality. Ultimately it took me to consciousness... I realized that was the place to start. So many of the kids that started out when I was young also asked the same questions... and became neuroscientists and studied different aspects and have been putting a really good picture of what it is. Completely by coincidence my partner of forty years (last Friday) has a PhD in Cognitive and Developmental Psychology. Funny... when I met her, I never realized so much of my core interests would ultimately fall into field of study.
Anyway, so I have read and listened to dozens of books and lectures on Popper, and many of the other contemporary philosophers. Including on information theory, machine intelligence, consciousness... quantum physics... etc.
I can follow them when I am reading them, but usually it does not fall in place as a concrete piece of the puzzle for me. In philosophy there is a lot of just thinking without an object... and the brain is very object oriented. That is why, when we actually get to know something about the subject, it ceases to be a part of philosophy becomes its own science. The details of this stuff also tends to disappear from my brain within a week.
BTW, I got a copy of The Knowledge Machine and have made it through a couple chapters. I’m not sure how much further I’m going to get right now. I have read quite a lot on scientific inquiry... a lot of it is pretty abstract and applies on the margin, the edge of scientific inquiry... when we are trying to get our heads around quantum physics or multiverses.
With a dim understanding of your last quotes and the field in general... I’ve read some of that stuff and it is wonderfully theoretical and interesting academically My personal feeling is not very relevant to what we are doing with AI, the alignment problem and its possible outcome. It strikes me that this stuff applies to traditional coding... at enormous scale not the way AI works. Somewhat analogous to linear flow Turbulent flow. Linear flow can be described by linear equations... it takes a completely different math of chaos theory talk about turbulent flow.


