The Black Box of Biology

The Black Box of Biology

Author: Michel Morange

Publisher: Harvard University Press

Published: 2020-06-09

Total Pages: 529

ISBN-13: 0674281365

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In this masterful account, a historian of science surveys the molecular biology revolution, its origin and continuing impact. Since the 1930s, a molecular vision has been transforming biology. Michel Morange provides an incisive and overarching history of this transformation, from the early attempts to explain organisms by the structure of their chemical components, to the birth and consolidation of genetics, to the latest technologies and discoveries enabled by the new science of life. Morange revisits A History of Molecular Biology and offers new insights from the past twenty years into his analysis. The Black Box of Biology shows that what led to the incredible transformation of biology was not a simple accumulation of new results, but the molecularization of a large part of biology. In fact, Morange argues, the greatest biological achievements of the past few decades should still be understood within the molecular paradigm. What has happened is not the displacement of molecular biology by other techniques and avenues of research, but rather the fusion of molecular principles and concepts with those of other disciplines, including genetics, physics, structural chemistry, and computational biology. This has produced decisive changes, including the discoveries of regulatory RNAs, the development of massive scientific programs such as human genome sequencing, and the emergence of synthetic biology, systems biology, and epigenetics. Original, persuasive, and breathtaking in its scope, The Black Box of Biology sets a new standard for the history of the ongoing molecular revolution.


Black Boxes

Black Boxes

Author: Marco J. Nathan

Publisher: Oxford University Press

Published: 2021

Total Pages: 313

ISBN-13: 0190095482

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Bricks and boxes -- Between Scylla and Charybdis -- Lessons from the history of science -- Placeholders -- Black-boxing 101 -- History of science 'black-boxing style' -- Diet mechanistic philosophy -- Emergence reframed -- The fuel of scientific progress -- Sailing through the strait.


Darwin's Black Box

Darwin's Black Box

Author: Michael J. Behe

Publisher: Simon and Schuster

Published: 1996

Total Pages: 353

ISBN-13: 9780684827544

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Behe argues that the complexity of cellular biochemistry argues against Darwin's gradual evolution.


A History of Molecular Biology

A History of Molecular Biology

Author: Michel Morange

Publisher: Harvard University Press

Published: 2000

Total Pages: 350

ISBN-13: 9780674001695

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Every day it seems the media focus on yet another new development in biology--gene therapy, the human genome project, the creation of new varieties of animals and plants through genetic engineering. These possibilities have all emanated from molecular biology. A History of Molecular Biology is a complete but compact account for a general readership of the history of this revolution. Michel Morange, himself a molecular biologist, takes us from the turn-of-the-century convergence of molecular biology's two progenitors, genetics and biochemistry, to the perfection of gene splicing and cloning techniques in the 1980s. Drawing on the important work of American, English, and French historians of science, Morange describes the major discoveries--the double helix, messenger RNA, oncogenes, DNA polymerase--but also explains how and why these breakthroughs took place. The book is enlivened by mini-biographies of the founders of molecular biology: Delbrück, Watson and Crick, Monod and Jacob, Nirenberg. This ambitious history covers the story of the transformation of biology over the last one hundred years; the transformation of disciplines: biochemistry, genetics, embryology, and evolutionary biology; and, finally, the emergence of the biotechnology industry. An important contribution to the history of science, A History of Molecular Biology will also be valued by general readers for its clear explanations of the theory and practice of molecular biology today. Molecular biologists themselves will find Morange's historical perspective critical to an understanding of what is at stake in current biological research.


A History of Biology

A History of Biology

Author: Michel Morange

Publisher: Princeton University Press

Published: 2023-08-15

Total Pages: 448

ISBN-13: 0691253927

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A comprehensive history of the biological sciences from antiquity to the modern era This book presents a global history of the biological sciences from ancient times to today, providing needed perspective on the development of biological thought while shedding light on the field's upheavals and key breakthroughs through the ages. Michel Morange brings to life the dynamic interplay of science, society, and biology’s many subdisciplines, enabling readers to better appreciate the interdisciplinary exchanges that have shaped the field over the centuries. Each chapter of this incisive book focuses on a specific period in the history of biology, describing the major transformations that occurred, the enduring scientific concerns behind these changes, and the implications of yesterday's science for today's. Morange covers everything from the first cell theory to the origins of the concept of ecosystems, and offers perspectives on areas that are often neglected by historians of biology, such as ecology, ethology, and plant biology. Along the way, he highlights the contributions of technology, the important role of hypothesis and experimentation, and the cultural contexts in which some of the most breathtaking discoveries in biology were made. Unrivaled in scope and written by a world-renowned historian of science, A History of Biology is an ideal introduction for students and experts alike, and essential reading for anyone seeking to understand the present state of biological knowledge.


The Black Box Society

The Black Box Society

Author: Frank Pasquale

Publisher: Harvard University Press

Published: 2015-01-05

Total Pages: 320

ISBN-13: 0674967100

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Every day, corporations are connecting the dots about our personal behavior—silently scrutinizing clues left behind by our work habits and Internet use. The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so—and to set limits on how big data affects our lives. Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior. Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.


Gene Sharing and Evolution

Gene Sharing and Evolution

Author: Joram Piatigorsky

Publisher: Harvard University Press

Published: 2007-02-28

Total Pages: 434

ISBN-13: 9780674023413

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In Gene Sharing and Evolution Piatigorsky explores the generality and implications of gene sharing throughout evolution and argues that most if not all proteins perform a variety of functions in the same and in different species, and that this is a fundamental necessity for evolution.


Working Inside the Black Box

Working Inside the Black Box

Author: Paul Black

Publisher: Granada Learning

Published: 2004

Total Pages: 28

ISBN-13: 9780708713792

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Offers practical advice on using and improving assessment for learning in the classroom.


Science in Action

Science in Action

Author: Bruno Latour

Publisher: Harvard University Press

Published: 1987

Total Pages: 292

ISBN-13: 9780674792913

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From weaker to stronger rhetoric : literature - Laboratories - From weak points to strongholds : machines - Insiders out - From short to longer networks : tribunals of reason - Centres of calculation.


Interpretable Machine Learning

Interpretable Machine Learning

Author: Christoph Molnar

Publisher: Lulu.com

Published: 2020

Total Pages: 320

ISBN-13: 0244768528

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.