Why people recommend it
On Intelligence by Jeff Hawkins and Sandra Blakeslee is a groundbreaking book that outlines the hierarchical temporal memory theory and proposes that the human neocortex operates primarily as a prediction system. The text has left a lasting impression on artificial intelligence researchers and neuroscientists alike. On the Lex Fridman Podcast, François Chollet recalled reading the book as a teenager and explained how its visionary depiction of the mind as a multi-scale hierarchical system heavily influenced his own intellectual development. Lex Fridman also engaged with the concepts in On Intelligence across multiple episodes, including conversations with Dileep George and an in-depth interview with Jeff Hawkins himself. Fridman referenced Hawkins's foundational text to explore how modern brain-inspired artificial intelligence models have evolved from those early neurological theories and to question how our understanding of the neocortex will hold up over the centuries to come.
Who recommended it
- Lex Fridman Discussed
- François Chollet Discussed
Lex Fridman — 4 mentions
“is it all just building on top of each other in terms of the higher level ideas especially the ones jeff wrote about in the book if you if you blur out right you know yeah on intelligence right on intelligence if you if you blur out the details”
“the following is a conversation with Jeff Hawkins he's the founder of the redwood centre for theoretical neuroscience in 2002 and Numenta in 2005 in this 2004 book titled on intelligence and in the research before and after he and his team have worked to reverse-engineer the neocortex and proposed artificial intelligence architectures approaches and ideas that are inspired by”
“so a few words to sort of put neural cortex outside of your book on intelligence you look if you wrote a giant tome a textbook on the neocortex and you look maybe a couple centuries from now”
“so let's take take step back to HTM the hierarchical temporal memory theory which you first proposed on intelligence and went through a few different generations”
François Chollet — 1 mention
“another book that i read around the same time that had a big impact on me uh and and there was actually a little bit of overlap with john pierre as well and i read it around the same time is jeff hawkins on intelligence which is a classic and he has this vision of the mind as a multi-scale”
Also mentioned in the same episodes
- Causality
- David McCullough Library E-book Box Set
- Probabilistic reasoning in intelligent systems
- The Book of Why
- Why Red Doesn't Sound Like a Bell
Other mentions (2: passing, ad reads, own books)
“he previously wrote the seminal book on the subject titled on intelligence and recently a new book called a thousand brains”
“in this 2004 book titled on intelligence and in the research before and after he and his team have worked to reverse-engineer the neocortex and proposed artificial intelligence architectures”