This book focuses on a subtopic of explainable AI (XAI) called explainable agency (EA), which involves producing records of decisions made during an agent’s reasoning, summarizing its behavior in human-accessible terms, and providing answers to questions about specific choices and the reasons for them. We distinguish explainable agency from interpretable machine learning (IML), another branch of XAI that focuses on providing insight (typically, for an ML expert) concerning a learned model ...

Contagious Optimism is an uplifting book of stories and parables about amazing life turnarounds. A compendium of encouragement, it includes advice and guidance from business leaders, visionaries, and just plain folk. Nowadays, many people have lost confidence in themselves and the world around them due to personal hardship as well as economic and political uncertainty worldwide. Contagious Optimism shows readers that it's possible to look for and find silver linings. This...

The current framework for reconciliation between Indigenous peoples and the Canadian state is based on the Supreme Court of Canada’s acceptance of the Crown’s assertion of sovereignty, legislative power, and underlying title. The basis of this assertion is a long-standing interpretation of Section 91(24) of Canada’s Constitution, which reads it as a plenary grant of power over Indigenous communities and their lands, leading the courts to simply bypass the question of the inherent right of ...

Gender in a Transitional Era addresses a range of issues relevant in current gender and sexuality studies scholarship which span many disciplines. The contributors prioritize the critical thinking that continues to support the notion that we, as a society, still have a ways to go toward full gender equality in all spheres of life. This collection positions marginal voices at the center of complex gender issues in today’s society. Broad thematic topic areas include parental identities, advi...

After dying in a freak accident, Matt Cahill inexplicably “wakes up” three months later with the disturbing ability to see things—terrible things—that others cannot. Drafted as a warrior in the battle between good and evil, Matt will stop at nothing to destroy the malevolent Mr. Dark. In The Dead Man Volume 5, a trio of sinister new stories tracks the reluctant hero on his nightmarish quest.Matt enters the violent world of underground cage fighting where a brutal DEATH MAT...

This book provides a critical examination of assessment and treatment approaches for sexual offending, presenting cutting-edge insights from leading experts in evidence-based management of sexual deviance. It offers a systematic overview of the empirical literature and multifaceted research into clinical and criminal aspects, addressing gaps and advancements in public health and policy responses.The volume explores sex offender classification systems, risk assessment for recidivism...

Brought to you by Penguin.Winner of the 2020 Grammy Award for Best Spoken Word AlbumWinner of the 2020 Audie Award for Autobiography/MemoirAn intimate, powerful, and inspiring memoir; 17 million copies sold worldwideTHE NO. 1 BESTSELLERBRITISH BOOK AWARDS, NON-FICTION BOOK OF THE YEARTHE SUNDAY TIMES, MEMOIR OF THE YEAR