Skip to main content

Artificial Intelligence - Yorick Wilks ****

Artificial intelligence is one of those topics where it's very easy to spin off into speculation, whether it's about machine conciousness or AI taking over the world (and don't get me onto the relatively rare connection to robots - cover designer please note). All the experience of AI to date has been that it has been made feasible far slower than originally predicted, and that it faces dramatic limitations. So, for example, self-driving cars may be okay in limited circumstances, but are nowhere near ready for the commute home. Similarly, despite all the moves forward in AI technology, computers are so-so at recognising objects after learning from thousands of examples - sometimes fooled by apparently trivial surface patterning - where humans can recognise items from a handful of examples.

Even so, we can't deny that AI is having an influence on our lives and Yorick Wilks, emeritus professor of AI at the University of Sheffield, is ideally placed to give us a picture of how our current AI technology was developed, what is possible now and what may come in the future, in a compact introduction to a very important field.

Although many of the familiar basics are here, Wilks also gives us some novel considerations, whether it is the relationship of web searching to AI, what the guts of an AI program is like, or the field of AI companions for humans (no, probably not robots), which Wilks believes will be very significant in the future. He also works through the doom-mongering from some commentators, showing that while there are areas that we need to be seriously concerned about - such as the influence of algorithms we don't understand - many of the bugbears of AI are likely not to be real issues.

As Wilks points out in his summary, though AI has had some impressive successes, it is still nowhere near the goal of producing a form of general intelligence, and seems unlikely to do so - for a machine to be good at, for example, playing a game such as chess, Jeopardy or Go does not require true intelligence. But there is no doubt of the importance of AI and Wilks gives us a very distinctive and thought-provoking look at this burgeoning field.
Paperback 

Kindle 
Using these links earns us commission at no cost to you
Review by Brian Clegg 

Comments

Popular posts from this blog

God: the Science, the Evidence - Michel-Yves Bolloré and Olivier Bonnassies ***

This is, to say the least, an oddity, but a fascinating one. A translation of a French bestseller, it aims to put forward an examination of the scientific evidence for the existence of a deity… and various other things, as this is a very oddly structured book (more on that in a moment). In The God Delusion , Richard Dawkins suggested that we should treat the existence of God as a scientific claim, which is exactly what the authors do reasonably well in the main part of the book. They argue that three pieces of scientific evidence in particular are supportive of the existence of a (generic) creator of the universe. These are that the universe had a beginning, the fine tuning of natural constants and the unlikeliness of life.  To support their evidence, Bolloré and Bonnassies give a reasonable introduction to thermodynamics and cosmology. They suggest that the expected heat death of the universe implies a beginning (for good thermodynamic reasons), and rightly give the impression tha...

The Infinite Alphabet - Cesar Hidalgo ****

Although taking a very new approach, this book by a physicist working in economics made me nostalgic for the business books of the 1980s. More on why in a moment, but Cesar Hidalgo sets out to explain how it is knowledge - how it is developed, how it is managed and forgotten - that makes the difference between success and failure. When I worked for a corporate in the 1980s I was very taken with Tom Peters' business books such of In Search of Excellence (with Robert Waterman), which described what made it possible for some companies to thrive and become huge while others failed. (It's interesting to look back to see a balance amongst the companies Peters thought were excellent, with successes such as Walmart and Intel, and failures such as Wang and Kodak.) In a similar way, Hidalgo uses case studies of successes and failures for both businesses and countries in making effective use of knowledge to drive economic success. When I read a Tom Peters book I was inspired and fired up...

The War on Science - Lawrence Krauss (Ed.) ****

At first glance this might appear to be yet another book on how to deal with climate change deniers and the like, such as How to Talk to a Science Denier.   It is, however, a much more significant book because it addresses the way that universities, government and pressure groups have attempted to undermine the scientific process. Conceptually I would give it five stars, but it's quite heavy going because it's a collection of around 18 essays by different academics, with many going over the same ground, so there is a lot of repetition. Even so, it's an important book. There are a few well-known names here - editor Lawrence Krauss, Richard Dawkins and Steven Pinker - but also a range of scientists (with a few philosophers) explaining how science is being damaged in academia by unscientific ideas. Many of the issues apply to other disciplines as well, but this is specifically about the impact on science, and particularly important there because of the damage it has been doing...