By Viktor Mayer-Schönberger, Kenneth Cukier
Data revolution transforms society
Subject
Themes
The transformation from small data to big data represents one of humanity's most significant technological and conceptual shifts. For centuries, collecting and analysing information was constrained by limited tools and resources, forcing reliance on carefully selected samples and precise measurements. The emergence of digital technologies has shattered these constraints, enabling the collection and analysis of vast quantities of data that reveal patterns and insights previously invisible to human understanding.
The transformation from small data to big data represents one of humanity's most significant technological and conceptual shifts. For centuries, collecting and analysing information was constrained by limited tools and resources, forcing reliance on carefully selected samples and precise…
Big Data: A Revolution That Will Transform How We Live, Work, and Think arrived at a pivotal moment in 2013 when the concept of big data was transitioning from technical jargon to mainstream consciousness. Authors Viktor Mayer-Schönberger, an Oxford professor specialising in internet governance, and…
For most of human history, the collection and analysis of information was constrained by practical limitations. When governments conducted censuses or businesses assessed quality, they faced the challenge of managing vast quantities of data with inadequate tools. The solution, refined over…
The quest for perfect measurement has driven scientific and commercial progress for centuries. Beginning in thirteenth-century Europe, scholars pursued ever more precise quantification of time and space, establishing measurement as the foundation of knowledge and authority. By the nineteenth…
For centuries, humanity has sought to understand the world by identifying causal relationships. The scientific method, refined over generations, emphasises observation, hypothesis formation, and experimental validation to establish why phenomena occur. This deep-rooted preference for causality…
Throughout history, certain aspects of life seemed inherently unquantifiable, resistant to transformation into measurable data. Human location, machine vibrations, bridge stress, social relationships, and countless other phenomena existed as experiences or observations rather than structured…
The same capabilities that make big data revolutionary also create unprecedented risks to individual liberty, privacy, and human dignity. Whilst society has millennia of experience regulating human behaviour and centuries of legal frameworks protecting personal information, these traditional…
The revolution in how society collects, analyses, and uses information has already begun, transforming fundamental aspects of life in ways both visible and subtle. This transformation centres on the ability to harness vast quantities of data that reveal patterns and insights previously invisible to…
For most of human history, collecting and analyzing data was expensive, time-consuming, and technically challenging. Governments conducting censuses, businesses assessing quality, and researchers studying populations all faced the fundamental problem of managing vast quantities of information with…
The obsession with perfect measurement has deep historical roots. Beginning in thirteenth-century Europe, scholars pursued ever more precise quantification, establishing measurement as the foundation of knowledge and authority. By the nineteenth century, this quest reached its apex with France…
For centuries, humanity has been conditioned to seek causal explanations for phenomena. The scientific method, refined over generations, emphasises identifying why things happen through careful observation, hypothesis formation, and experimental validation. This preference for causality reflects…
Throughout history, many aspects of existence seemed inherently unquantifiable and resistant to transformation into measurable data. Human location, machine vibrations, bridge stress, social relationships, and countless other phenomena existed as experiences or observations rather than structured…
The transformation of data into a valuable economic asset represents one of the most significant shifts in modern capitalism. In the twentieth century, value migrated from physical infrastructure like land and factories to intangibles such as brands and intellectual property. Now this evolution…
Big data fundamentally reshapes how organisations operate, compete, and create value across every sector of the economy. The transformation extends beyond technology companies to traditional industries like manufacturing, retail, healthcare, and finance. Companies that successfully harness big data…
The same capabilities that make big data revolutionary also create unprecedented dangers to individual liberty, privacy, and human dignity. Society possesses millennia of experience regulating human behaviour and centuries of legal frameworks protecting personal information. However, these…
Addressing the challenges big data poses to privacy, autonomy, and justice requires new principles and governance frameworks that balance innovation's benefits against threats to human dignity and freedom. Traditional approaches to data protection, built around concepts of notice and consent, prove…
The big data revolution represents only the beginning of a profound transformation in how humanity quantifies, understands, and organises the world. Current applications, impressive though they may be, merely hint at possibilities that will emerge as data collection expands, analytical capabilities…
By Viktor Mayer-Schönberger, Kenneth Cukier
Subject
Themes
The transformation from small data to big data represents one of humanity's most significant technological and conceptual shifts. For centuries, collecting and analysing information was constrained by limited tools and resources, forcing reliance on carefully selected samples and precise measurements. The emergence of digital technologies has shattered these constraints, enabling the collection and analysis of vast quantities of data that reveal patterns and insights previously invisible to human understanding.