Skip to main content

Mathematical Intelligence - Junaid Mubeen ***

This is a strange one. It's sort of about AI and making it better, and it's sort of about how wonderful mathematics is (and mathematicians are) and why real maths not like the boring stuff we do at school. Whether or not you think this might appeal I would advise skipping the painfully long introduction (36 pages, but it feels like more).

When it comes to the main text, Junaid Mubeen splits down the way humans do things and artificial intelligence doesn't into seven headings: estimation, representations, reasoning, imagination, questioning, temperament and collaboration. The first of these is by far the best, stressing the way that humans don't actually work numerically like computers beyond relatively small numbers. Of course we can do the sums for bigger numbers, but that's where it becomes an effort, where we more naturally deal with approximation.

In each section, Mubeen is looking at what the limitations are for AI, how humans do it and how we can learn from what mathematicians do. This last part was for me by far the least interesting (and that's as someone with a Masters in an applied maths subject) - I can't see it appealing much except to mathematicians or ex-mathematicians like Mubeen.

The bits on AI and its limitations were quite interesting, though there are now a lot of books on this subject - and since reading Elena Esposito's Artificial Communication, I think many such books frame the problem incorrectly. There is some of that here - Mubeen seems to assume it is possible to move from current AI's approach to actual artificial intelligence (and to think that self-driving cars are close to being feasible in the real world, as opposed to California) - but having said that, the seven areas are quite insightful and help underline how far AI is from actual intelligence.

An interesting book in principle, then, but I didn't enjoy it because the mathematical focus didn't work well and was a distraction from the more interesting parts.

Hardback:   
Kindle 
Using these links earns us commission at no cost to you
Review by Brian Clegg - See all of Brian's online articles or subscribe to a weekly digest for free here

Comments

Popular posts from this blog

We Are Eating the Earth - Michael Grunwald *****

If I'm honest, I assumed this would be another 'oh dear, we're horrible people who are terrible to the environment', worthily dull title - so I was surprised to be gripped from early on. The subject of the first chunk of the book is one man, Tim Searchinger's fight to take on the bizarrely unscientific assumption that held sway that making ethanol from corn, or burning wood chips instead of coal, was good for the environment. The problem with this fallacy, which seemed to have taken in the US governments, the EU, the UK and more was the assumption that (apart from carbon emitted in production) using these 'grown' fuels was carbon neutral, because the carbon came out of the air. The trouble is, this totally ignores that using land to grow fuel means either displacing land used to grow food, or displacing land that had trees, grass or other growing stuff on it. The outcome is that when we use 'E10' petrol (with 10% ethanol), or electricity produced by ...

Battle of the Big Bang - Niayesh Afshordi and Phil Harper *****

It's popular science Jim, but not as we know it. There have been plenty of popular science books about the big bang and the origins of the universe (including my own Before the Big Bang ) but this is unique. In part this is because it's bang up to date (so to speak), but more so because rather than present the theories in an approachable fashion, the book dives into the (sometimes extremely heated) disputed debates between theoreticians. It's still popular science as there's no maths, but it gives a real insight into the alternative viewpoints and depth of feeling. We begin with a rapid dash through the history of cosmological ideas, passing rapidly through the steady state/big bang debate (though not covering Hoyle's modified steady state that dealt with the 'early universe' issues), then slow down as we get into the various possibilities that would emerge once inflation arrived on the scene (including, of course, the theories that do away with inflation). ...

Why Nobody Understands Quantum Physics - Frank Verstraete and Céline Broeckaert **

It's with a heavy heart that I have to say that I could not get on with this book. The structure is all over the place, while the content veers from childish remarks to unexplained jargon. Frank Versraete is a highly regarded physicist and knows what he’s talking about - but unfortunately, physics professors are not always the best people to explain physics to a general audience and, possibly contributed to by this being a translation, I thought this book simply doesn’t work. A small issue is that there are few historical inaccuracies, but that’s often the case when scientists write history of science, and that’s not the main part of the book so I would have overlooked it. As an example, we are told that Newton's apple story originated with Voltaire. Yet Newton himself mentioned the apple story to William Stukeley in 1726. He may have made it up - but he certainly originated it, not Voltaire. We are also told that â€˜Galileo discovered the counterintuitive law behind a swinging o...