Recommendations based on "Skin in the Game"

Society of the Mind is the story of Dr. Laura Aldridge, a young Harvard psychology professor who is offered a seven-figure sum for a week of unspecified consultation by enigmatic inventor and computer genius Joseph Gray. Unknown to all but Gray's immediate staff, his prized invention and alter-ego - a massive, artificially intelligent neurocomputer - lies buried deep underground; its "mind" has grown troubled and its wide-ranging errors cause for grave concern. When Laura meets Gray on his south Pacific island, she is shocked - but intrigued - when she learns exactly what her job entails: to psychoanalyze and "cure" Gray's aberrant mainframe, which has become all too human in its operation, before its malfunctions lead to global catastrophe.But what Gray has built is not only a thinking entity; it feels as well. A conscious, brilliant, neurotic, and lonely mind that looks out at the world through cameras, interacting with it by way of the faltering steps of inquisitive, childlike robots, the neurocomputer shares its world with Laura when she immerses herself in Gray's virtual-reality workstations. And the closer Laura gets to the crux of the neurocomputer's psychological problems, the more engaging and "talkative" it becomes - until it begins to have trouble keeping its inventor's potentially devastating secrets.Utterly riveting, Society of the Mind raises questions that are chillingly real: As computer scientists succeed in replicating the human mind, what happens when they mistakenly - or perhaps intentionally - replicate its psychotic tendencies as well? And if the virus of human madness can be caught by computers, can the contagion pass from computers back to man?

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever.In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial.How many trees are there on the planet? Do busier hospitals have higher survival rates? Why do old men have big ears? Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.

Optimism demands action. Optimism is an active choice. Optimism is not naïve and it is not impossible.We are living in an age of turmoil, destruction and uncertainty. Global warming has reached terrifying heights of severity, human expansion has caused the extinction of countless species, and Neoliberalism has led to a destructive divide in wealth and a polarisation of mainstream politics. But, there is a constructive way to meet this challenge, there is a reason to keep on fighting and there are plenty of reasons for optimism.Lily Cole has met with some of the millions of people around the world who are working on solutions to our biggest challenges and committed to creating a more sustainable and peaceful future for humanity. Exploring issues from fast fashion to fast food and renewable energy to gender equality, and featuring interviews with Sir David Attenborough, Sir Paul McCartney, Elon Musk and Extinction Rebellion co-founder Professor Gail Bradbrook, Reasons for Optimism is a beacon of hope in dark times.This book is a rousing call to action that will leave you feeling hopeful that we can make a difference. We are the ancestors of our future: a generation who will either be celebrated for their activism or blamed for its apathy. It is for us to choose optimism, to make a change and to show what is possible.

The Society of Mind by Minsky,Marvin. [1988] Paperback

How we arrived in a post-truth era, when “alternative facts” replace actual facts, and feelings have more weight than evidence. Are we living in a post-truth world, where “alternative facts” replace actual facts and feelings have more weight than evidence? How did we get here? In this volume in the MIT Press Essential Knowledge series, Lee McIntyre traces the development of the post-truth phenomenon from science denial through the rise of “fake news,” from our psychological blind spots to the public's retreat into “information silos.” What, exactly, is post-truth? Is it wishful thinking, political spin, mass delusion, bold-faced lying? McIntyre analyzes recent examples—claims about inauguration crowd size, crime statistics, and the popular vote—and finds that post-truth is an assertion of ideological supremacy by which its practitioners try to compel someone to believe something regardless of the evidence. Yet post-truth didn't begin with the 2016 election; the denial of scientific facts about smoking, evolution, vaccines, and climate change offers a road map for more widespread fact denial. Add to this the wired-in cognitive biases that make us feel that our conclusions are based on good reasoning even when they are not, the decline of traditional media and the rise of social media, and the emergence of fake news as a political tool, and we have the ideal conditions for post-truth. McIntyre also argues provocatively that the right wing borrowed from postmodernism—specifically, the idea that there is no such thing as objective truth—in its attacks on science and facts. McIntyre argues that we can fight post-truth, and that the first step in fighting post-truth is to understand it.

The twentieth century, with its bloody world wars, revolutions, and genocides accounting for hundreds of millions dead, would seem to prove that human beings are incredibly vicious predators and that killing is as natural as eating. But Lieutenant Colonel Dave Grossman, a psychologist and U.S. Army Ranger, demonstrates this is not the case. The good news, according to Grossman - drawing on dozens of interviews, first-person reports, and historic studies of combat, ranging from Frederick the Great's battles in the eighteenth century through Vietnam - is that the vast majority of soldiers are loath to kill. In World War II, for instance, only 15 to 25 percent of combat infantry were willing to fire their rifles. The provocative news is that modern armies, using Pavlovian and operant conditioning, have learned how to overcome this reluctance. In Korea about 50 percent of combat infantry were willing to shoot, and in Vietnam the figure rose to over 90 percent. The bad news is that by conditioning soldiers to overcome their instinctive loathing of killing, we have drastically increased post-combat stress - witness the devastated psychological state of our Vietnam vets as compared with those from earlier wars. And the truly terrible news is that contemporary civilian society, particularly the media, replicates the army's conditioning techniques and - according to Grossman's controversial thesis - is responsible for our rising rates of murder and violence, particularly among the young. In the explosive last section of the book, he argues that high-body-count movies, television violence (both news and entertainment), and interactive point-and-shoot video games are dangerously similar to thetraining programs that dehumanize the enemy, desensitize soldiers to the psychological ramifications of killing, and make pulling the trigger an automatic response.

Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our worldNo recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

If the conscious mind—the part you consider to be you—is just the tip of the iceberg, what is the rest doing?   In this sparkling and provocative new book, the renowned neuroscientist David Eagleman navigates the depths of the subconscious brain to illuminate surprising mysteries: Why can your foot move halfway to the brake pedal before you become consciously aware of danger ahead? Why do you hear your name being mentioned in a conversation that you didn’t think you were listening to? What do Ulysses and the credit crunch have in common? Why did Thomas Edison electrocute an elephant in 1916? Why are people whose names begin with J more likely to marry other people whose names begin with J? Why is it so difficult to keep a secret? And how is it possible to get angry at yourself—who, exactly, is mad at whom?   Taking in brain damage, plane spotting, dating, drugs, beauty, infidelity, synesthesia, criminal law, artificial intelligence, and visual illusions, Incognito is a thrilling subsurface exploration of the mind and all its contradictions.

'Alex Edmans is such a crisp, sharp salutary voice – and a great guide to the bullsh*t of the modern world' Rory Stewart'A powerful and punchy explanation of why misinformation is a problem that affects us all' Gillian Tett, Financial TimesA ground-breaking book that reveals why our human biases affect the way we receive and interpret information, with practical suggestions for how to think more criticallyOur lives are minefields of misinformation. Stories, statistics and studies are everywhere, allowing people to find evidence to support whatever position they want. Many of these sources are flawed, yet by playing on our emotions and preying on our biases, they can gain widespread acceptance and warp our views.In this eye-opening book, economist and professor Alex Edmans teaches us how to separate fact from fiction. Using colourful examples – from a wellness guru’s tragic but fabricated backstory, to the blunders that led to the Deepwater Horizon disaster – Edmans highlights the biases that cause us to mistake statements for facts, facts for data, data for evidence, and evidence for proof.May Contain Lies is an essential read for anyone who wants to make better sense of the world and take clear-eyed decisions.'A passionate and dispassionate call to truth – and how to achieve it’ Will Hutton, Guardian'A timely book and, despite the nerdy statistical theories, is often quite funny' Harry Wallop, The Times

RICHARD H. THALER: WINNER OF THE 2017 NOBEL PRIZE IN ECONOMICSShortlisted for the Financial Times and McKinsey Business Book of the Year AwardECONOMIST, FINANCIAL TIMES and EVENING STANDARD books of the year From the renowned and entertaining behavioural economist and co-author of the seminal work Nudge, Misbehaving is an irreverent and enlightening look into human foibles. Traditional economics assumes that rational forces shape everything. Behavioural economics knows better. Richard Thaler has spent his career studying the notion that humans are central to the economy - and that we're error-prone individuals, not Spock-like automatons. Now behavioural economics is hugely influential, changing the way we think not just about money, but about ourselves, our world and all kinds of everyday decisions. Whether buying an alarm clock, selling football tickets, or applying for a mortgage, we all succumb to biases and make decisions that deviate from the standards of rationality assumed by economists. In other words, we misbehave. Dismissed at first by economists as an amusing sideshow, the study of human miscalculations and their effects on markets now drives efforts to make better decisions in our lives, our businesses, and our governments. Coupling recent discoveries in human psychology with a practical understanding of incentives and market behaviour, Thaler enlightens readers about how to make smarter decisions in an increasingly mystifying world. He reveals how behavioural economic analysis opens up new ways to look at everything from household finance to assigning faculty offices in a new building, to TV quiz shows, sports transfer seasons, and businesses like Uber. When economics meets psychology, the implications for individuals, managers and policy makers are both profound and entertaining.