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The Growing Role of Artificial Intelligence in Sports

TThe 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.

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 Atlético Madrid. All of Atlético'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 Dr Johann 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.

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.

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.

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 AI is vulnerable to hackers, who might be able to influence the outcome of a tournament.

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, on and off the field.

The Evolution of Documentary Filmmaking

For much of the twentieth century, documentary films were over shadowed by their more successful Hollywood counterparts. For a number of reasons, documentaries were frequently ignored by critics and film studies courses at universities. Firstly, the very idea of documentary film made some people suspicious. As the critic Dr Helmut Fischer put it, ‘Documentary makers might have ambitions to tell the “truth” and show only “facts” but there is no such thing as a non-fiction film. That’s because, as soon as you record an incident on camera, you are altering its reality in a fundamental way’. Secondly, even supporters of documentaries could not agree on a precise definition, which did little to improve the reputation of the genre. Lastly, there were also concerns about the ethics of filming subjects without their consent, which is a necessity in many documentary films.

NNone of this prevented documentaries from being produced, though exactly when the process started is open to question. It is often claimed that Nanook of the North was the first documentary. Made by the American filmmaker Robert J. Flaherty in 1922, the film depicts the hard, sometimes heroic lives of native American peoples in the Canadian Arctic. Nanook of the North is said to have set off a trend that continued though the 1920s with the films of Dziga Vertov in the Soviet Union and works by other filmmakers around the world. However, that 1922 starting point has been disputed by supporters of an earlier date. Among this group is film historian Anthony Berwick, who argues that the genre can be traced back as early as 1895, when similar films started to appear, including newsreels, scientific films and accounts of journeys of exploration.

In the years following 1922, one particular style of documentary started to appear. These films adopted a serious tone while depicting the lives of actual people. Cameras were mounted on tripods and subjects rehearsed and repeated activities for the purposes of the film. British filmmaker John Grierson was an important member of this group. Grierson’s career lasted nearly 40 years, beginning with Drifters (1929) and culminating with I Remember, I Remember (1968). However, by the 1960s Grierson’s style of film was being rejected by the Direct Cinema movement, which wanted to produce more natural and authentic films: cameras were hand-held; no additional lighting or sound was used; and the subjects did not rehearse. According to film writer Paula Murphy, the principles and methods of Direct Cinema brought documentaries to the attention of universities and film historians as never before. Documentaries started to be recognized as a distinct genre worthy of serious scholarly analysis.

Starting in the 1980s, the widespread availability of first video and then digital cameras transformed filmmaking. The flexibility and low cost of these devices meant that anyone could now be a filmmaker. Amateurs working from home could compete with professionals in ways never possible before. The appearance of online film-sharing platforms in the early 2000s only increased the new possibilities for amateur documentaries were being made, perhaps the most popular documentary of 2006 was still the professionally made An Inconvenient Truth. New cameras and digital platforms revolutionised the making of films. But as critic Maria Fiala has pointed out, ‘ The arguments sometimes put forward that these innovations immediately transformed what the public expected to see in a documentary isn’t entirely accurate.’

However, a new generation of documentary filmmakers then emerged, and with them came a new philosophy of the genre. These filmmakers moved away from highlighting political themes or urgent social issues. Instead the focus moved inwards, exploring personal lives, relationships and emotions. It could be argued that Catfish (2010) was a perfect example of this new trend. The film chronicles the everyday lives and interactions of the social media generation and was both a commercial and critical success. Filmmaker Josh Camberwell maintains that Catfish embodies a new realization that documentaries are inherently subjective and that this should be celebrated. Says Camberwell, ‘It is a requirement for documentary makers to express a particular viewpoint and give personal responses to the material they are recording.’

The popularity and variety of documentaries today is illustrated by the large number of film festivals focusing on the genre around the world. The biggest of all must be Hot Docs Festival in Canada, which over the years has showcased hundreds of documentaries from more than 50 different countries Even older is the Hamburg International Short Film Festival. As its name suggests, Hamburg specializes in short films, but one category takes this to its limits – entries may not exceed three minutes in duration. The Short and Sweet Festival is a slightly smaller event held in Utah, USA. The small size of the festival means that for first timers this is the ideal venue to try to get some recognition for their films. Then there is the Atlanta Shortsfest, which is a great event for a wide variety of filmmakers. Atlanta welcomes all established types of documentaries and recognises the growing popularity of animations, with a category specifically for films of this type. These are just a few of the scores of film festivals on offer, and there are more being established every year. All in all, it has never been easier for documentary makers to get their films in front of an audience.

Transport Growth and Sustainability in the EU

A. It is difficult to conceive of vigorous economic growth without an efficient transport system. Although modern information technologies can reduce the demand for physical transport by facilitating teleworking and teleservices, the requirement for transport continues to increase. There are two key factors behind this trend. For passenger transport, the determining factor is the spectacular growth in car use. The number of cars on European Union (EU) roads saw an increase of three million cars each year from 1990 to 2010, and in the next decade the EU will see a further substantial increase in its fleet.

B. As far as goods transport is concerned, growth is due to a large extent to changes in the European economy and its system of production. In the last 20 years, as internal frontiers have been abolished, the EU has moved from a ‘stock’ economy to a ‘flow’ economy. This phenomenon has been emphasised by the relocation of some industries, particularly those which are labour intensive, to reduce production costs, even though the production site is hundreds or even thousands of kilometres away from the final assembly plant or away from users.

C. The strong economic growth expected in countries which are candidates for entry to the EU will also increase transport flows, in particular road haulage traffic. In 1998, some of these countries already exported more than twice their 1990 volumes and imported more than five times their 1990 volumes. And although many candidate countries inherited a transport system which encourages rail, the distribution between modes has tipped sharply in favour of road transport since the 1990s. Between 1990 and 1998, road haulage increased by 19.4%, while during the same period rail haulage decreased by 43.5%, although – and this could benefit the enlarged EU – it is still on average at a much higher level than in existing member states.

D. However, a new imperative-sustainable development – offers an opportunity for adapting the EU’s common transport policy. This objective, agreed by the Gothenburg European Council, has to be achieved by integrating environmental considerations into Community policies, and shifting the balance between modes of transport lies at the heart of its strategy. The ambitious objective can only be fully achieved by 2020, but proposed measures are nonetheless a first essential step towards a sustainable transport system which will ideally be in place in 30 years‟ time, that is by 2040.

E. In 1998, energy consumption in the transport sector was to blame for 28% of emissions of CO2, the leading greenhouse gas. According to the latest estimates, if nothing is done to reverse the traffic growth trend, CO2 emissions from transport can be expected to increase by around 50% to 1,113 billion tonnes by 2020,compared with the 739 billion tonnes recorded in 1990. Once again, road transport is the main culprit since it alone accounts for 84% of the CO2 emissions attributable to transport. Using alternative fuels and improving energy efficiency is thus both an ecological necessity and a technological challenge.

Questions 1 - 6

Choose the correct heading for each section.

  • AI can improve the profitability of sporting businesses
  • Responses to criticisms of AI in sports coaching
  • A contrast between coaching today and in the past
  • An academic outlines some of the advantages of AI in sport
  • The businesses responsible for creating AI software
  • The use of AI to decide the results of a competition
  • An academic study into a team sport in one country
  • The uses of AI in coaching a range of different sports

Questions 17 - 22

Choose the correct heading for each section.

  • A contrast between two historic approaches to documentary filmmaking
  • Disagreement between two individual documentary makers
  • A wide range of opportunities to promote documentary filmmaking
  • A number of criticisms about all documentary filmmaking in the past
  • One film that represented a fresh approach to documentary filmmaking
  • Some probable future trends in documentary filmmaking
  • The debate about the origins of documentary filmmaking
  • The ability of ordinary people to create documentary films for the first time

Questions 14 - 18

Choose the correct heading for each section.

  • A fresh and important long-term goal
  • The environmental costs of road transport
  • Changes affecting the distances goods may be transported
  • The escalating cost of rail transport
  • Transport trends in countries awaiting EU admission
  • The rapid growth of private transport

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