Learning Science

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 methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.

In this expansion of her 2017 commencement speech at her hometown Langley High, Lauren Graham reflects in her hilarious, relatable voice on growing up, pursuing your dreams, and living in the here and now. "Whatever path you choose, whatever career you decide to go after, the important thing," she writes, "is that you keep finding joy in what you're doing, especially when the joy isn't finding you." She reminds us to be curious and compassionate, no matter where life takes you.

Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.

Take one bored princess. Make her the seventh daughter in a very proper royal family. Have her run away. Add one powerful, fascinating, dangerous dragon. Princess Cimerone has never met anyone (or anything) like the dragon Kazul. But then, she's never met a witch, a jinn, a death-dealing talking bird or a stone prince either. Princess Cimerone ran away to find some excitement. She's found plenty.

In 2014, after a brief orientation course and a few fingerprinting sessions, Nicholson Baker became an on-call substitute teacher in a Maine public school district. He awoke to the dispatcher's five-forty a.m. phone call and headed to one of several nearby schools; when he got there, he did his best to follow lesson plans and help his students get something done. What emerges from Baker's experience is a complex, often touching deconstruction of public schooling in America.

If you read (or listen to) nothing else on artificial intelligence and machine learning, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you understand the future direction of AI, bring your AI initiatives to scale, and use AI to transform your organization.

At least 12 million people listen to Osgood every day on CBS radio, and millions more watch him on CBS News Sunday Morning. All of them would agree that no one delivers quite the way he does the offbeat stories that make listeners stop and pay attention; the commentaries in which he shares his sense of wonder, dismay, or amusement; the well-spun tales of irony that often burst forth into wordplay or even poetry.

Through historical newspaper accounts and the personal letters of soldiers, the events leading up to the battle and the battle itself are stunningly recreated. You will enter the mind of Robert E. Lee as he makes the fateful decision to cross the Potomac River and take the offensive. You will feel the frustration of Abraham Lincoln as he struggles to convince George McClellan to fight. And you will stand side-by-side with foot soldiers as the peaceful Maryland countryside explodes.

Leonard Moore has been teaching Black history for 25 years, mostly to White people. Drawing on decades of experience in the classroom and on college campuses throughout the South, as well as on his own personal history, Moore illustrates how an understanding of Black history is necessary for everyone. With Teaching Black History to White People, which is “part memoir, part Black history, part pedagogy, and part how-to guide”, Moore delivers an accessible and engaging primer on the Black experience in America.

At last, Alanna of Trebond has become the first female knight errant in Tortall. She sets out on an impossible quest to find the Dominion Jewel, a legendary gem that, in the right hands, has limitless power for good. But while she searches for the one thing that can save her war-torn country, her nemesis returns from the dead and begins to wreak havoc. Only Alanna has the power to prevent Tortall's utter destruction.

All social groups have ideals for behavior, even though ethics vary among different cultures and among individuals within each culture. In trying to understand why, Churchland brings together an understanding of the influences of nature and nurture. She looks to evolution to elucidate how, from birth, our brains are configured to form bonds, to cooperate, and to care. Conscience delves into scientific studies, particularly the fascinating work on twins, to deepen our understanding of whether people have a predisposition to embrace specific ethical stands.

America is in crisis, from the university to the workplace. Toxic ideas first spread by higher education have undermined humanistic values, fueled intolerance, and widened divisions in our larger culture. The Diversity Delusion argues that the root of this problem is the belief in America’s endemic racism and sexism, a belief that has engendered a metastasizing diversity bureaucracy in society and academia.

In Not a Day Care, Dr. Everett Piper, president of Oklahoma Wesleyan University and author of the viral essay, "This Is Not a Day Care. It's a University!" takes a hard look at what's happening around the country - including the demand for "safe spaces" and trigger warnings at universities like Yale, Brandeis, and Oberlin - and digs in his heels against the sad and dangerous infantilization of the American spirit.

In 2007, when a new edition of the Oxford Junior Dictionary - widely used in schools around the world - was published, a sharp-eyed reader soon noticed that around 40 common words concerning nature had been dropped. Apparently they were no longer being used enough by children to merit their place in the dictionary. Ten years later, Robert Macfarlane and Jackie Morris set out to make a “spell book” that will conjure back 20 of these lost words and the beings they name, from acorn to wren.

Leading an HVAC company can seem like a daunting task, with too few hours in the day, too many petty management issues, and problems HVAC contractors in large businesses don't seem to face. The E-Myth HVAC Contractor offers you a road map to create a business that's self-sufficient, growing, and highly profitable. Take your company to levels you didn't think possible with this unique guide!

In this short and powerful book, celebrated philosopher Martha Nussbaum makes a passionate case for the importance of the liberal arts at all levels of education. Historically, the humanities have been central to education because they have been seen as essential for creating competent democratic citizens. But recently, Nussbaum argues, thinking about the aims of education has gone disturbingly awry in the United States and abroad.

In 1793 William Smith, a canal digger, made a startling discovery that was to turn the fledgling science of the history of the earth - and a central plank of established Christian religion - on its head. He noticed that the rocks he was excavating were arranged in layers; more important, he could see quite clearly that the fossils found in one layer were very different from those found in another. And out of that realization came an epiphany.

This is the story of Despereaux Tilling, a mouse in love with music, stories, and a princess named Pea. It is also the story of a rat called Roscuro, who lives in darkness but covets a world filled with light. And it is the story of Miggery Sow, a slow-witted serving girl with a simple, impossible wish. These characters are about to embark on a journey that will lead them down into a horrible dungeon, up into a glittering castle, and ultimately, into each other's lives.

Peter Pan, the mischievous imp who refuses to grow up, lands in the Darling's proper middle-class home to look for his shadow. He befriends Wendy, John, and Michael and teaches them to fly (with a little help from fairy dust). He and Tinker Bell whisk them off to Neverland where they encounter the Red Indians, the Little Lost Boys, pirates, and the dastardly Captain Hook.

From the explosion of fake news to the challenges of the 24-hour news cycle, legendary journalist Bob Schieffer examines political journalism today and those who practice it. Based on interviews with over 40 media leaders, Schieffer provides an inside look at the changing role of media and asks whether today's citizens are more informed or just overwhelmed.