AI Assurance: Towards Trustworthy, Explainable, Safe, and Ethical AI provides readers with solutions and a foundational understanding of the methods that can be applied to test AI systems and provide assurance. Anyone developing software systems with intelligence, building learning algorithms, or deploying AI to a domain-specific problem (such as allocating cyber breaches, analyzing causation at a smart farm, reducing readmissions at a hospital, ensuring soldiers' safety in the battlefield, or predicting exports of one country to another) will benefit from the methods presented in this book. As AI assurance is now a major piece in AI and engineering research, this book will serve as a guide for researchers, scientists and students in their studies and experimentation. Moreover, as AI is being increasingly discussed and utilized at government and policymaking venues, the assurance of AI systems-as presented in this book-is at the nexus of such debates.

Based on the New York Times bestselling book and the Academy Award-nominated movie, author Margot Lee Shetterly and Coretta Scott King Illustrator Honor Award winner Laura Freeman bring the incredibly inspiring true story of four black women who helped NASA launch men into space to picture book readers! Dorothy Vaughan, Mary Jackson, Katherine Johnson, and Christine Darden were good at math...really good. They participated in some of NASA's greatest successes, like providing the calculations for America's first journeys into space. And they did so during a time when being black and a woman limited what they could do. But they worked hard. They persisted. And they used their genius minds to change the world. In this beautifully illustrated picture book edition, we explore the story of four female African American mathematicians at NASA, known as "colored computers," and how they overcame gender and racial barriers to succeed in a highly challenging STEM-based career. "Finally, the extraordinary lives of four African American women who helped NASA put the first men in space is available for picture book readers," proclaims Brightly in their article "18 Must-Read Picture Books of 2018." "Will inspire girls and boys alike to love math, believe in themselves, and reach for the stars."

As the twenty-first century unfolds, notions of our cultural past and how our history has influenced our present shift almost daily. Within this, accepted artistic trajectories are being questioned and new connections made. In this wide-ranging and thought-provoking publication, experts in their field address specific aspects of British art of the twentieth century. Presenting new perspectives on established narratives, subjects range from British Surrealism and the rise of corporate and private patronage, to nationality and British identity. Complemented by a range of striking images, this publication succeeds in showing the strength of the British artistic tradition while also encouraging the reader to rethink and explore the existing narrative.

When Ebere's mother puts her to bed at night, she always says, "Remember to dream, Ebere." And dream, Ebere does! Encouraged by her mother to make her dreams as big as possible, Ebere imagines herself as the captain of a rocket ship with the ability to go anywhere in the universe. A message of hope and possibility, award-winning star of stage and screen Cynthia Erivo's debut picture book is an ode to a child's imagination, a parent's love, and the big dreams shared by both.

Carlos isn't sure how he feels about the news that his cousin Bernardo will be joining his class at Carver Elementary. But when Bernardo comes to live with him temporarily, taking over Carlos's top bunk, his spot on the school soccer team, and even his Papi's attention, Carlos knows he isn't happy. Worse, Bernardo starts messing with Carlos's pet geckos! Carlos tries to see past his cousin's annoying ways, but Bernardo sure doesn't make it easy. Will Carlos--and his geckos--survive Bernardo's visit? Can he keep the peace for his family's sake? Emerging and newly independent readers are sure to recognize themselves in this humorous school and family story.

A new title in a chapter book series featuring African American and Latino boys that's full of kid-friendly charm and universal appeal Third-grader Richard and his friends are just four days away from setting a record for excellent behavior and earning a classroom pizza party when disaster strikes--their beloved teacher is out sick, and the strictest, meanest substitute has taken her place! Will their dreams of pizza be dashed when the sub suspects that some of them have been cheating? This gently humorous installment in a chapter book series about a diverse group of elementary schoolers by Coretta Scott King honoree Karen English offers spot-on storytelling, relatable characters and situations, and plenty of action.

Discover the incredible story of a young daughter of immigrants who would grow up to be the first woman, first Black person, and first South Asian American ever elected Vice President of the United States in this moving picture book biography of Kamala Harris. When Kamala Harris was young, she often accompanied her parents to civil rights marches-so many, in fact, that when her mother asked a frustrated Kamala what she wanted, the young girl responded with: "Freedom!" As Kamala grew from a small girl in Oakland to a senator running for president, it was this long-fostered belief in freedom and justice for all people that shaped her into the inspiring figure she is today. From fighting for the use of a soccer field in middle school to fighting for the people of her home state in Congress, Senator Harris used her voice to speak up for what she believed in and for those who were otherwise unheard. And now this dedication has led her all the way to being elected Vice President of the United States. Told in Nikki Grimes's stunning verse and featuring gorgeous illustrations by Laura Freeman, this picture book biography brings to life a story that shows all young people that the American dream can belong to all of us if we fight for one another.

'The beautiful, revelatory biography of Jim Ede and Kettle's Yard that we have been waiting for. I loved it.' Edmund de Waal The lives of Jim Ede and the Kettle's Yard artists represent a thrilling tipping point in twentieth-century modernism: a new guard, a new way of making and seeing, and a new way of living with art. The artists Ben and Winifred Nicholson, Henry Moore, Christopher Wood, Barbara Hepworth, David Jones, Alfred Wallis and Henri Gaudier-Brzeska were not a set like the Bloomsbury Set or Ravilious and his friends. But Jim Ede recognised in each of the artists he championed something common and kindred, some quality of light and life and line. Jim Ede is the figure who unites them. His vision continues to influence the way we understand art and modern living. He was a man of extraordinary energies: a collector, dealer, fixer, critic and, above all, friend to artists. For Ede, works of art were friends and art could be found wherever you looked - in a pebble, feather or seedhead. Art lived and a life without art, beauty, friendship and creativity was a life not worth living. Art was not for galleries alone and it certainly wasn't only for the rich. At Kettle's Yard in Cambridge, he opened his home and his collection to all comers. He showed generations of visitors that learning to look could be a whole new way of life. In this captivating, lively and deeply researched biography, Laura Freeman reveals the life of a man who helped shape twentieth-century British art, and sheds new light on the rare beauty and character of his greatest creation, Kettle's Yard.

Deja is dismayed to learn that her teacher has had an accident and a substitute will be taking her place. Under the new sub's care, nothing is the same in Room Ten. A few of the class troublemakers plot to take advantage of the clueless teacher, and soon other students join in. Should Nikki and Deja go along with the rest of the kids in tormenting him? Should they help him out by tattling on their classmates? Or is there another way to handle the situation? Here is another charming entry in a chapter book series about African American girls praised for its accessibility, authenticity, and humor.

When the students in Nikki and Deja's class find out that their school is going to hold its first-ever election for student body president, some kids are more excited than others. But none is as excited as Deja, who figures she's a shoo-in for the third grade nomination. Deja decides that Nikki will be her campaign manager, of course, and puts her to work right away. But will Deja's tendency to rush into things and boss people around alienate her best friend when she needs her most, and spoil her chances of becoming president of Carver Elementary?

This is a charming new entry in a chapter book series praised for its humor and authentic characters.

It's tough being the new kid at Carver Elementary. Gavin had lots of friends at his old school, but the kids here don't even know that he's pretty good at skateboarding, or how awesome he is at soccer. And when his classmate Richard comes over and the boys end up in trouble, not only does Gavin risk losing his one new friend, he has to take care of his great aunt Myrtle's horrible little dog as punishment.To make matters worse, Gavin seems to have attracted the attention of the school bully. Will he be able to avoid getting pounded at the skate park? And how is he ever going to prove he's cool with a yappy little Pomeranian wearing a pink bow at his side?

Will the new girl come between Nikki and Deja?
When an arrogant new girl comes to school, third-graders and best friends Nikki and Deja decide to form a club to exclude her. But the results are not what they expected--now they're in a fight with each other!
Youngsters will find a lot to cheer for in this delightful story. The joys and complexities of school life are captured with finesse and humor, and the writing, complemented with charming illustrations, is spot on for readers ready to enjoy longer texts.
Look for more adventures with Nikki and Deja in Birthday Blues!

The second book about Nikki and Deja, two African American third-grade girls who are best friends.
Deja's birthday is coming up, and she's been talking about it for weeks. But just before the big day, Auntie Dee gets called away on a business trip and Deja must stay with an elderly neighbor . . . who cooks turnips for dinner and doesn't even have a color TV! Worse, the machinations of spoiled Antonia, Deja's new nemesis, threaten to ruin Deja's birthday party plans. Like the first book, this story captures with subtlety and humor all the small betrayals and triumphs of young girls' relationships. Readers will get a wider view of the girls' diverse urban neighborhood, and will recognize themselves and their classmates in the colorful, deftly drawn school scenes. A more serious theme is also introduced (with a light touch) in a subplot concerning Deja's absent father.