Author: Brian J Caldwell Publisher: ACER Press ISBN: 1742865038 Category : Education Languages : en Pages : 311
Book Description
It is time for a new narrative on schools in Australia. The Alignment Premium proposes its major features. Analysis of approaches in 13 countries, including most of the world's top-performers, provides 15 benchmarks against which Australia's performance is assessed. Findings include:
Author: Brian Christian Publisher: W. W. Norton & Company ISBN: 039363583X Category : Science Languages : en Pages : 459
Book Description
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. 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. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. 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 as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.
Author: B. Marr Publisher: Springer ISBN: 0230300405 Category : Business & Economics Languages : en Pages : 267
Book Description
Public sector organizations are about to enter one of the most challenging environments they have ever had to face as they bear much of the cost of the credit crunch. This timely book shows public sector leaders what they need to understand in order to be able to cope with these challenges.
Author: Pavel Pevzner Publisher: Cambridge University Press ISBN: 1139501615 Category : Science Languages : en Pages : 478
Book Description
The computational education of biologists is changing to prepare students for facing the complex datasets of today's life science research. In this concise textbook, the authors' fresh pedagogical approaches lead biology students from first principles towards computational thinking. A team of renowned bioinformaticians take innovative routes to introduce computational ideas in the context of real biological problems. Intuitive explanations promote deep understanding, using little mathematical formalism. Self-contained chapters show how computational procedures are developed and applied to central topics in bioinformatics and genomics, such as the genetic basis of disease, genome evolution or the tree of life concept. Using bioinformatic resources requires a basic understanding of what bioinformatics is and what it can do. Rather than just presenting tools, the authors - each a leading scientist - engage the students' problem-solving skills, preparing them to meet the computational challenges of their life science careers.
Author: OECD Publisher: OECD Publishing ISBN: 9264652434 Category : Languages : en Pages : 178
Book Description
The Global Outlook on Financing for Sustainable Development 2021 calls for collective action to address both the short-term collapse in resources of developing countries as well as long-term strategies to build back better following the outbreak of the COVID-19 pandemic.
Author: OECD Publisher: OECD Publishing ISBN: 9264300260 Category : Languages : en Pages : 254
Book Description
Spain’s economy is showing clear signs of recovery, after a protracted recession. Despite these positive developments significant challenges remain. Spain has amongst the highest unemployment rates in the OECD and the Spanish economy was still smaller in 2014 than it was in 2007. While the ...
Author: David Faulkner Publisher: OUP Oxford ISBN: 0191628042 Category : Business & Economics Languages : en Pages : 1030
Book Description
With its inception at the end of the nineteenth century as a means of consolidation and reorganization, mergers and acquisitions (M&A) have since become quasi-institutionalized as one of the primary strategic options for organizations, as they seek to secure their position in an ever more competitive and globalizing market place. Despite the optimism surrounding M&A as strategic moves, research on post-merger company performance suggests that most firms engaging in M&A activity do not achieve the sought-after performance targets, either immediately or in the years following the deal. What is it that drives M&A activity when research results do not support the performance expectations of these undertakings? Alternatively, have M&A scholars got it all wrong in the way that M&A performance is measured? Is the topic too complex, enduring, and multifaceted to study? The Handbook argues that the field of M&A is in need of a re-rooting: past research needs to be critically reviewed, and fundamental assumptions revisited. A key issue preventing efforts in the practice and study of M&A from achieving dynamic syntheses has been the disciplinary gulf separating strategy, finance, and human relations schools. The Handbook aims to bridge the hitherto separate disciplines engaged in the study and practice of M&A to provide more meaningful results. Toward this end, the Handbook brings together a set of prominent and emerging scholars and practitioners engaged in the study of M&A to provide thought-provoking, state of the art overviews of M&A through four specific 'lenses' - strategic, financial, socio-cultural, and sectorial approaches. By summarizing key findings in current research and exploring ways in which the differing approaches could and should be 'synthesized', it aims to highlight the key issues facing M&A practitioners and academics at the dawn of the third millennium.
Author: Brian J Caldwell
Author: Brian Christian
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Author: B. Marr
Author: Pavel Pevzner
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Author: OECD
Author: OECD
Author: David Faulkner