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    Cover of On intelligence

    On intelligence

    Jeff Hawkins, Sandra Blakeslee · 2005

    From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself. Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines. The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness. In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways. Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.

    AI & Machine Learning
    Open LibraryAmazon
    Stats for nerds
    114recommend
    228mentions
    173people
    2007–2026years
    62% recommend35% neutral3% critical

    Mentions per year

    20072009201120132015201720192021202320252026

    What Hacker News says

    1. olooneyJul 2026
      A brief chronology of the extended mind thesis:

      * Characteristica universalis, Leibniz (c. 1679) - https://en.wikipedia.org/wiki/Characteristica_universalis

      * As We May Think, Vannevar Bush (1945) - https://www.theatlantic.com/magazine/archive/1945/07/as-we-m...

      * Cybernetics: Or Control and Communication in the Animal and the Machine, Norbert Wiener (1948) - https://direct.mit.edu/books/oa-monograph-pdf/2254528/book_9...

      * An Introduction to Cybernetics, Ashby (1956) - https://ashby.info/Ashby-Introduction-to-Cybernetics.pdf

      * Man-Computer Symbiosis, J. C. R. Licklider, (1960) - https://groups.csail.mit.edu/medg/people/psz/Licklider.html

      * Augmenting Human Intellect: A Conceptual Framework, by Douglas Engelbart (1962) - https://www.dougengelbart.org/pubs/augment-3906.html

      * Man and the Computer, John G. Kemeny - https://archive.org/details/mancomputerbyjoh0000john

      * The Extended Mind Thesis, Andy Clark and David Chalmers (1998) - https://www.alice.id.tue.nl/references/clark-chalmers-1998.p...

      * The Dream Machine (2002) - https://www.amazon.com/Dream-Machine-M-Mitchell-Waldrop/dp/1...

      See also the Wikipedia article on "Intelligence Amplification", which gives a subset of the above list but also provides a great deal of context.

      https://en.wikipedia.org/wiki/Intelligence_amplification

      I have these notes to hand because I've written about it in the context of the deep history of computer science:

      https://www.oranlooney.com/post/history-of-computing-2/#appe...

      thread
    2. eimrineJun 2024
      I appreciate Jeff Hawkins the author of 'On Intelligence' book which has shaped my understanding of brains.
      thread
    3. RachelFMay 2024
      Thanks for the correction in the name.

      The book accompanying the TV series is also brilliant:

      https://archive.org/details/secretwar0000john

      It goes into more detail about many things that didn't make it into the TV series.

      RV Jones' book is great, if you enjoyed it, his follow up book, "Reflections on Intelligence", covers a lot of secrets that he couldn't mention at the time of publishing his original book.

      thread
    4. anthonyskipperMay 2024
      I thought Hawkins's book "On Intelligence" was amazing. It's a bit wild how close things have followed to the direction he laid out.
      thread
    5. iandanforthDec 2023
      You might enjoy 'On Intelligence' by Jeff Hawkins to learn more about this hypothesis. (It's an older book / theory at this point but still worth reading IMHO)
      thread
    6. monkeypicksDec 2023
      Fiction:

      Victory City- new Salman Rushdie book. Great retelling of the history of one of the great medieval South Indian kingdoms. Not his best, but his writing is still top notch.

      Sea of Tranquility- speculative fiction from Emily St. John Mandel (of Station Eleven fame). It's a series of interconnected stories spanning centuries from the near past to the near future. Beautifully written. Read when I was down with COVID earlier this year and it invaded my dreams (in a good way). Short and easy read.

      Giovanni's Room- story of an American expat in Paris caught between his love for a man and his duty to his girlfriend. This is the first James Baldwin book I have read but will definitely check out more of his work in 2024.

      Theory of Bastards- speculative fiction by Audrey Schulmann. Literary sci-fi similar to Station Eleven. It's about a woman researching primate behavior set in the near future where the earth is ravaged by the effects of climate change. Very well researched, beautifully written and nothing like I have ever read before. This won the 2019 Philip K Dick Award.

      Invisible Cities- literary fiction by Italo Calvino. It's less than 200 pages but a very dense and tough read. It's a conversation between Marco Polo and Kublai Khan where MP is describing cities in KK's vast empire. It's a strange, strange book that I think I will return to often. If you liked the world building in Piranesi and want more, this is the book for you. Calvino describes 55 cities in under 200 pages, with each one feeling very different. Again, first Calvino book I have read and will definitely check out more of his works in 2024.

      Non-fiction:

      Thinking in Systems: A Primer- by Donella Meadows. Read this based on HN's recommendation. Thank you!

      On Intelligence- by Jeff Hawkins. This was on my shelf for years and am glad I got to read it this year. The creator of the Palm Pilot presents his theory of intelligence and how the brain works. It's compelling. I hope to read his follow up book in 2024. Would love HN's recommendations of similar books.

      A Primate's Memoir- by Robert M. Sapolsky. Enjoyable read of the author's research on Savannah baboons and his adventures in Africa. His love for primates and humans alike come through clearly.

      Build: An Unorthodox Guide to Making Things Worth Making- by Tony Fadell. A great business book by the co-founder of Nest. Draws on his experience both as a startup founder and leading innovative teams at large tech companies (Apple, in his case). Just as any business book, this could have been shorter and less repetitive but thankfully, there is enough good material here to be a book rather than a blog post.

      thread

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