You should spend about 20 minutes on Questions 14-26, which are based on Reading Passage 2 below.

Artificial Intelligence in Sport

A. The first sports game was televised in the USA more than fifty years ago. Over the following decades television provided sports coaches with a wealth of information to analyse. By viewing recordings, they could study the number of passes received, tackles avoided, distances covered, speeds achieved and a host of other factors relating to the performance of their teams or athletes. Most of this data, though, consisted of bare statistics without any meaningful context. However, the use of artificial intelligence (Al) is now enabling an alternative approach to coaching. Al means the development of computer systems that can perform tasks usually associated with human intelligence, such as decision making. Increasingly, computers are being trained to understand the rules and objectives of sports so they can coach more directly. Al can analyse not only a player's actions, but also relate those actions to the wider context, including the directives of the coach and the actions of other players. Sports scientists believe that Al is revolutionising sports coaching by analysing patterns of behaviour in ways simply not possible before.

B. There may be limitless ways in which Al technology can be developed, but certain practical applications are already apparent. Recently, a research experiment was conducted into the Spanish football league using an Al algorithm to analyse

the passing strategies of 20 teams. The research revealed that two teams, Barcelona and Real Madrid, had more than 150 recurring passing patterns. However, the algorithm detected just 31 passing patterns used by Atletico Madrid. All of Atletico's other plays were one-offs that were never repeated, and the team won the league that season. One conclusion seems to be that teams with a less predictable style of play win more games. What's more, according to DrJohann Muller, a sports scientist who has studied the Spanish research findings, the number of injuries a team suffers increases when they play in a style that prioritises offence.

C. Since then, there has been a great deal of interest in the potential of Al. Professor of sports education Rebecca Graves believes that Al can provide coaches with invaluable insights. 'Tactics were once closely guarded secrets,' says Professor Graves, 'but now a coach with access to Al can identify how a rival team is likely to play a match based on historic form. Once this was largely guesswork but now it can be achieved with some confidence.' The expense of Al technology means it will probably remain beyond the reach of all but elite teams, but among this group the implications are enormous. Professor Graves argues that Al allows preparations for a match to be tailored to individual players with much greater precision. She identifies fitness work, skills development, diet and numerous other factors that can be minutely customised, based on an individual's particular strengths and weaknesses.

D. Part of the appeal of Al lies in its versatility. Ice hockey coaches in Finland are using Al to analyse the success of different plays. An Indian company has employed wearable technology developed in other fields to analyse stride patterns. This analysis has allowed its technicians to develop sneakers in various styles aimed at both long- and short- distance runners. Coaching practices in professional basketball, American football and tennis are also being transformed by Al. In addition, the technology has applications in highly technical sports such as car racing. Coaches involved in the National Association for Stock Car Auto Racing (NASCAR) believe that Al algorithms not only help drivers go faster but also enhance the safety of the sport because of their ability to monitor and predict potential problems.

E. Al doesn't get tired, has extraordinary powers of vision, particularly for objects moving at speed, and is capable of making complex calculations very quickly. For all these reasons Al is increasingly being used in the high-pressure world of judging gymnastics performances. Research has shown that, particularly over a whole day's worth of events, computers are just as reliable as human judges when it comes to giving gymnasts a score. However, computer scientist Henri Simeonson has been quick to warn about some potential difficulties. In particular, Simeonson is concerned that Al is vulnerable to hackers, who might be able to influence the outcome of a tournament.

F. It should not be forgotten, either, that many sports stars and sports teams are commercially dependent on their fans. If sufficient supporters do not buy tickets to games or pay to view a recording, the teams might struggle to survive. But now teams and stars are making increasing use of chatbots and other 'virtual assistants' to provide fans with statistics, news and background information about their favourite players. Another innovation is seen in Minor League Baseball in the USA, which is promoting the sport and seeking new fans with the use of Al-enhanced journalism. In this way baseball is keeping supporters informed with all the up-to- the-minute developments in ways not possible with more traditional approaches. Analysts believe these sorts of initiatives are crucial to increasing a player or team's revenue stream. It's Just one more way that sports stand to benefit from Al technologies, o

You should spend about 20 minutes on Questions 27-40, which are based on

Reading Passage 3 below.

The Influence of the CrimeWriter Agatha Christie

Crime fiction books, in which detectives hunt for the perpetrators of crimes, have been popular with readers for many decades - so popular, in fact, that at a recent London Book Fair sales of the genre overtook general fiction for the first time ever, a development that had been widely anticipated. Commercial success, of course, does not impress everyone and there are those who believe crime fiction should not be held in such high regard. Prominent in this group is Sebastian Franklin, who has argued that most crime fiction books better resemble crossword puzzles than literature. His view is shared by other literary critics. However, increasingly this is a minority opinion as crime fiction becomes recognised around the world as a rich and dynamic literary genre in its own right. 

Crime writing really came to prominence in the 1920s and 30s with the books of the British author Agatha Christie, and to a slightly lesser extent the American James M. Cain. Agatha Christie was a prolific writer, publishing more than 60 detective novels over a 50-year period, beginning in 1920. However, the majority of the general public have never picked up one of her books and are more familiar with Christie from the numerous adaptations of her work for films. The colourful locations around the world where Christie set many of her stories were not fictional depictions, but were informed by her extensive travels, on the Orient Express train, to Cairo and the River Nile, and elsewhere. Her memoir, Come, Tell Me How You Live, published in 1946, is a non-fiction account of these real-life travels, so is unique among Christie's publications. Success brought Christie considerable wealth and international fame, though she never lost her appetite for work, continuing writing and publishing until shortly before her death in 1976.

Without doubt there are certain elements that tend to be repeated in Christie's books. The stories generally revolve around a well-off if not aristocratic circle of people, whose privileged lives are thrown into chaos by an unexplained crime. What's more, the location is often a confined space of some sort: a train, an island, a boat, an isolated house or a village. This is quite different, for example, to the world of the fictional detective Sherlock Holmes, who often has as his hunting ground the entire city of London. But the influence of Christie's sheltered, secluded locations has been immense, for they have been used in countless television series ever since.

The writer Michael Utley argues that Christie's characters lack depth and are not convincing people we can believe in. This is a not infrequent complaint, but it is quite untrue. Christie was a perceptive observer of human nature and psychology and she put the traits of people she knew into many of her fictional characters. Part of the reason her appeal has been so widespread is that she wrote about human relationships in a way so many of us can relate to. Her very first book, The MysteriousAffair at Styles, features the amateur detective Hercule Poirot. Poirot and Miss Marple are Christie's two best known and most frequently imitated characters precisely because they are so well drawn and believable. Further evidence of Christie's ability at characterisation was provided by a recent survey. The survey asked readers to identify the villain revealed in the final pages of Christie's sixteenth book, Murder on the Orient Express. Most readers could not recall, because for them the really important aspect of the book had been the interplay between the characters, not the outcome. The truth is that Christie's characters were one of her greatest achievements as a writer.

The books are also action-packed, no less so than today's most popular thrillers. Christie mastered the art of the page-turner: events unfold so quickly and unpredictably chat we keep reading to find out what happens next. The most significant consequence is chat it is so simple to overlook viral clues. It is worth reading a Christie book a second time just to notice how carefully she hides crucial information about the criminal's identity. It was there all along, but we just fail to see it because she has created such tension and so many exciting distractions.

Attempts to retell Christie's stories in contemporary times have largely been unsuccessful; they work best in their original early twentieth-century settings and cannot accommodate mobile phones, computers and DNA analysis. But that does not mean her influence has come to an end. Indeed, a new generation of global crime writers is emerging in  nations as diverse as Brazil, Singapore, South Korea, India and Nigeria, to name but five. And though each new writer adds something of their own, they all employ conventions first established by Christie. If we take just one of her books, ?he Murder ofRoger Ackroyd, we find near perfect examples of conventions that are still used today: eight plotting, clever sub-plots, unexpected twists, perceptive characterisation. Perhaps this is why Christie herself is believed to have ranked? he Murder ofRoger Ackroyd above all her other work. Certainly, the digital revolution has transformed crime fighting. But a survey of contemporary crime writing shows that Agatha Christie's legacy is more important now than at any time previously, at the very point when crime writing has become the most popular of all book genres.