"Secrets that were never to be revealed"--Cover.

In 1987, Chicago's street gangs were highly organized, and the Ida B. Wells housing projects were one of the most dangerous in the nation. Two brothers, Carl and Tommy, were born into a world of hell and chaos, fighting every day to survive living with drug-addicted parents. A child's innocence was a small price to pay in order to secure the next fix. Abandoned by their mother after their father's incarceration, they turned to their friend Lucky and joined the Gangster Disciples. After years of them learning life's lessons in the streets, their father is released from prison a born-again Christian. Carl finds it in his heart to forgive him; however, Tommy, a psychopathic killer, wants revenge in the worst way. To add to the chaos, the brothers are caught in the middle of a Gangster Disciple and Black Disciple gang war. The Black Disciples win the war, and Lucky flips to join the opposing gang, led by King Neal. He quickly rises to the top of the lucrative drug trade in the Ida B. Wells housing projects. Events quickly unfold into a bloody fight for survival as Lucky's list of adversaries continues to grow, with his childhood friend being at the top.

This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two ‘revolutions’ in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolution in thinking about the law that was spurred by Oliver Wendell Holmes Jr in the last two decades of the 19th century. Holmes reconceived law as prophecy based on experience, prefiguring the buzzwords of the machine learning age—prediction based on datasets. On the path to AI introduces readers to the key concepts of machine learning, discusses the potential applications and limitations of predictions generated by machines using data, and informs current debates amongst scholars, lawyers and policy makers on how it should be used and regulated wisely. Technologists will also find useful lessons learned from the last 120 years of legal grappling with accountability, explainability, and biased data.

"...The importance of derivative evidence and the way that courts treat its admissibility cannot be underestimated. In many cases, the determination of whether or not derivative evidence will be admitted has the functional effect of deciding the outcome of a trial. ..." M Wiseman, "The Derivative Imperative: An Analysis of Derivative Evidence in Canada" (1997) 39 Criminal Law Quarterly 435, 491.The fate of a criminal trial can be determined by a decision by the trial judge to exclude evidence which has come about by illegal or improper investigative means. An exclusion of a confession obtained involuntarily, or drugs located in an illegal search, can result in the collapse of a case against an accused.Although much has been written in Australia on the rule and discretions to exclude such evidence, little has been written on a particular species of such evidence, that is, evidence which is derived from evidence which has been obtained by illegal or improper investigative means. This is so even though a criminal law practitioner is not infrequently faced with a brief of evidence which contains evidence which has been derived from other evidence which itself was illegally or improperly obtained.Described variously in overseas literature as "derivative evidence" or "fruit of the poisonous tree", this species of evidence gives rise to considerations which are peculiar to it when applying the exclusionary rule and discretions. Thus, the second or subsequent confession obtained after in consequence of an improperly obtained confession may require the judge to think differently on the question of exclusion. Similarly, the bank records located in consequence of scraps of paper found during an illegal search of an accused person's residence may call into play additional factors to weigh in the balance required by the public policy discretion.This text provides practitioners with a readily comprehensible analysis of the operation of the exclusionary rule and discretions in Australia, including the factors which come in to play generally with respect to all evidence illegally and improperly obtained, and more specifically with respect to derivative evidence.

NATIONAL BESTSELLER • Seven-year-old Chula lives a carefree life in her gated community in Bogotá, but the threat of kidnappings, car bombs, and assassinations hover just outside her walls, where the godlike drug lord Pablo Escobar reigns, capturing the attention of the nation. “Simultaneously propulsive and poetic, reminiscent of Isabel Allende...Listen to this new author’s voice—she has something powerful to say.” —Entertainment Weekly When her mother hires Petrona, a live-in-maid from the city’s guerrilla-occupied neighborhood, Chula makes it her mission to understand Petrona’s mysterious ways. Petrona is a young woman crumbling under the burden of providing for her family as the rip tide of first love pulls her in the opposite direction. As both girls’ families scramble to maintain stability amidst the rapidly escalating conflict, Petrona and Chula find themselves entangled in a web of secrecy. Inspired by the author's own life, Fruit of the Drunken Tree is a powerful testament to the impossible choices women are often forced to make in the face of violence and the unexpected connections that can blossom out of desperation.