Skip to main content

Artificial Communication - Elena Esposito ****

Sometimes, you read a book where the content is so interesting and important that it's necessary to disregard the fact that it's not a great piece of writing - this is such a book. The fundamental point being made here is that the concept of 'artificial intelligence' is mislabelled. What a smart speaker or AlphaGo or an autonomous vehicle does has nothing to do with intelligence. Intelligence implies understanding - but the algorithms of AI have no understanding of the data they handle. Instead, sociology professor Elena Esposito suggests, what they are capable of is artificial communication.

We see this most clearly with those smart speakers, or voice assistants on smartphones. I ask Siri a question and she responds - it is a form of conversation, and one that mimics intelligence, but it is based on something totally different from understanding. The same can be said when using a search engine. These are no longer mere indexes - we ask them questions and they reply with answers. But even in a less obvious application, there is a form of conversation going on between the AI and its environment - enabling it to carry out actions that in a human require intelligence, but don't in the way that the software/hardware is implemented.

For me, this is absolutely fascinating - a necessary adjunct to reading about AI to understand its limitations and how to deal with those limitations better. That's why the book gets four stars. Unfortunately, though, it would have been a lot better if Esposito had taken on a co-author. The text is highly repetitive, making some points repeatedly, and that's in a book that's already short at 111 pages before hitting the notes.  It is also frustratingly vague. Many of the aspects of AI it talks about are covered in a broad, high level fashion without clear examples. The writing sometimes has the feeling of the kind of soft (indeed, squidgy) social science paper that was the target of the Sokal hoax.

The worst example is a chapter on data visualisation and visual text analysis which does not contain a single specific example. The only illustration in the whole chapter (indeed, pretty much the only one in the whole book) is a picture of a house to illustrate the high bandwidth of a picture. But in a chapter crying out for some actual visualisations (and more of an explanation of what digital text analysis actually does with clear examples) there is no assistance for the reader.

Frustrating in some ways, then, but a book I still heartily recommend because the topic itself is so illuminating, even if the approach taken sadly isn't. We can't expect every academic to be a great writer - many aren't - but when that's the case, a much better book could have been produced if they had paired up with a professional.

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

The Decline and Fall of the Human Empire - Henry Gee ****

In his last book, Henry Gee impressed with his A (Very) Short History of Life on Earth - this time he zooms in on one very specific aspect of life on Earth - humans - and gives us not just a history, but a prediction of the future - our extinction. The book starts with an entertaining prologue, to an extent bemoaning our obsession with dinosaurs, a story that leads, inexorably towards extinction. This is a fate, Gee points out, that will occur for every species, including our own. We then cover three potential stages of the rise and fall of humanity (the book's title is purposely modelled on Gibbon) - Rise, Fall and Escape. Gee's speciality is palaeontology and in the first section he takes us back to explore as much as we can know from the extremely patchy fossil record of the origins of the human family, the genus Homo and the eventual dominance of Homo sapiens , pushing out any remaining members of other closely related species. As we move onto the Fall section, Gee gives ...

The Autobiography – Charles Darwin ****

I have to confess to putting off reading this book until the last moment, as I expected it to be a typical piece of Victorian sentimental unreadable stodge. I was wrong. Darwin’s little book (only 150 small pages with appendices) was originally written for his own children, and displays a very personal style of writing – though, as son Francis comments, his style was always more populist than was common then: “In writing he sometimes showed the same strong tendency to strong expressions that he did in conversation. Thus in the Origin, p440, there is a description of a larvel [sic] cirripede ‘with six pairs of beautifully constructed natatory legs, a pair of magnificent compound eyes and extremely complex antennae’. We used to laugh at him for this sentence, which we compared to an advertisement.” The main book is delightful because it demonstrates Darwin’s self-depreciating modesty, and the fascinating path he took from enthusiastic shooter of game, to amateur geologist (still his...

The Premonitions Bureau - Sam Knight ****

Not everyone would class this as popular science, but it concerns an attempt to take a scientific approach to paranormal abilities - notably premonitions (aka clairvoyance) and as such, it fits the category. Writing in the typical dramatic storytelling style of a US magazine, Sam Knight brings to life the remarkable tale of the work of two British figures from the 1960s. The central one is psychiatrist John Barker, with a supporting role given to newspaper and TV science reporter Peter Fairley. Barker had a long interest in extra sensory phenomena - the story takes off when he was inspired by a number of people claiming to have foreseen the Aberfan disaster (which terrible tragedy Knight covers movingly). As a result of the Aberfan premonitions, the pair were responsible for London's Evening Standard newspaper setting up a long-running experiment in the form of 'The Premonitions Bureau.' Aware that the Aberfan predictions were only reported after the event, and hence flawe...