Digitizing Heritage: Exploring the Transformation of Culture to Data

[from India in Transition by the Center for the Advanced Study of India at the University of Pennsylvania, 1 September 2025]

by Krupa Rajangam & Deborah Sutton

“Oh that. We just took some undergraduate history students on board as interns. They provided the content and it was done.

The co-founder of a digital heritage initiative promoting interactive user interfaces offered these opening remarks. Speaking at a Delhi-based museum, he had been asked about the information provided to users as they moved their hands across an interactive board, revealing images and narratives relating to the Indian freedom movement. His response clarified that the physical and digital components of such installations—for example, the 3D-modeling software and hardware, scanning equipment and its resolution and the user interface—were more carefully designed and calibrated than the content they provided.

Contemporary cultural heritage (CH) is rife with digital innovation. The COVID pandemic accelerated this transformation as archivists and curators worked to develop content that would reach remote, locked-down audiences. Within significant limits, digital platforms can democratize and facilitate access to materials previously inaccessible. Instead of being physically siloed, digitized material—as data components and not just content on culture—can be reproduced, combined, and circulated infinitely to achieve a reach previously considered impossible. Accessibility and malleability remain one of the great boons of digital formats. But here, we consider the information economy of CH practice as it exists—and not its extraordinary and often hypothetical potential—in two, overlapping realms of digitized CH: for-profit business enterprises and academic side-hustles, related to more mainstream academic research.

In the former, questions of what is shared are often less significant than the appeal of the format. In the latter, innovation is often the result of short-term projects that languish, abandoned after project completion, and rarely find audiences. Our research builds on our individual experiences and the findings of a scoping exercise examining a number of India-based heritage projects conducted in 2021-22. It suggests the need for more careful consideration of the implications of transforming CH materials into forms of data; the change impacts everything from how we understand “originality” to the reliance on for-profit services to deliver heritage material to the public.

As digitized representations of CH and access to such formats become more widespread, are we, as CH practitioners and academics, giving enough thought to how digital technologies are reshaping the nature of CH and its audience? Beyond questions of wider reach, are we sufficiently acknowledging how these changes challenge a continued focus on originality and notions of academy as primary controllers of access to knowledge and its validity, both in research and practice?

Digitizing for Dissemination

In 2019, one of us—Deborah Sutton—developed a software platform, Safarnama, including an app and authored experiences around Delhi’s CH. The project subsequently extended to Karachi. Generating “original” content, such as audio-visual clips and old photos, to be hosted on the app platform, was key to its attractiveness and usefulness, but permissions proved tricky. Some collaborators who were initially keen to contribute content quietly withdrew, likely due to the unfamiliar format and unknown reach. The app format also raised other questions. Would incorporating content from non-digital but published scholarship require authorial permission or only acknowledgement?

In 2020, Krupa Rajangam held a sponsored incubation at the NSRCEL, a business incubator located at the Indian Institute of Management-Bangalore, to develop a web interface that would host geo-locationed stories of marginalized histories by drawing on both historical facts and lived experiences. Corporate mentors remained skeptical of her ability to source “original” content on an ongoing basis, i.e., content that was both authenticated and validated. They repeatedly advised her to focus on the format, user experience, and appeal for “mass markets” so her prototype would find audiences. Both projects equally raised questions over who would consume the content and what constitutes the public or audience.

In a scoping exercise undertaken for the Arts and Humanities Research Council (AHRC), UK, in 2021-22, we explored a number of India-based heritage projects funded by the AHRC in partnership with the Newton Fund and Indian Council for Historical Research, since 2015 (figure 1). We were particularly interested in the digital components, which all projects included, even if only a website.

Our exploratory surveys firmly established the divergence in interpreting both CH and digital technologies, which was not surprising. Some projects defined and treated CH as fixed pre-existing material, to be interpreted and presented to audiences through digital technologies. Others re-framed digital formats of CH as components of data, assembling, manipulating, and representing extant archival and other materials. The rest generated digitized CH, effectively altering its nature. Typically, such projects dealt with more ephemeral or less conventional forms of CH.

Fundamental Transformations

Notions of originality remain central to art, architectural and art historical training, and CH practice. Digitization transforms the access and retrieval value of “original” material in physical archives, such as old maps and letters, much lauded in traditional “analog” scholarship, to use value as data. Once the end-user (audience) accesses this data (whether historical facts or stories), it becomes nothing more than bytes occupying valuable space, to be deleted once consumed rather than stored, making it easy to overlook or disregard the source and its context.

For example, in the Safarnama project, the app contained carefully collected and authenticated narratives on “partition memories” in Delhi and Karachi. However, the bite-sized media format meant that users would only explore content once, as snippets. This realization led the team to develop the software and incorporate the ability to download content, which at least meant that users could collect, organize and store (archive) the assembled media.

Digitization also takes away the materiality of the archive, making it more ephemeral. Non-digital materials through, and into which we render CH can (in endless combinations and cycles) be lost, forgotten, sold, recovered, collected, displayed, and stored. Such capacities of digital files are obvious, but maintaining access depends on varied and dynamic software ecologies for existence and sustained end-user access. Digital files created within one software-architecture can be incompatible with, and therefore rendered obsolete, by another. The ethos of software development is constant change.

In another paper, we examined questions of quantity, quality, and reusability of data related to digitization of building-crafts knowledge alongside CARE and FAIR principles of data management. The principles were proposed and adopted by an international consortium of scholars and industry, the former focused on responsible collection, use, and dissemination of data, especially related to vulnerable people and the latter on sustainable data management.

As an example, one AHRC project experimented with methods to capture detailed 3D images of heritage sites and structures in dynamic crowded environments. They used one set of methods to capture the interiors and another for the exteriors, hoping to merge both together and develop holistic imagery for audiences. This proved impossible at first due to issues of software compatibility. Once that was partially resolved, the new software couldn’t handle the sheer volume of data captured—and it was unclear where and for how long such volumes of data would be stored.

New realms of intellectual property remain fuzzy. While the content on digital platforms is governed by licensing and proprietary legal frameworks, it is often hosted on open platforms, through web repositories such as GitHub. Prima facie, such openness appears to challenge the proprietorial nature of archives and other repositories as keepers of knowledge. However, it raises a host of questions about how to maintain a critical understanding of archives.

Digitization may, and should, transform access but should it obliterate the regimes through which the materials were generated and organized and what’s included or excluded? For example, a local coordinator of one project that engaged with artists commented that digital technologies are typically used to document technical skills as forms of intangible heritage and develop artist encyclopedias, saying that “they are hardly used to interrogate the reality that many ‘traditional’ artists hail from marginalized castes.” Similarly, the local coordinator of another project that engaged with communities living in and around a protected heritage site commented on how digital technologies often end up being used to create a record of heritage structures without any reference to their day-to-day setting.

Any and all digital enterprise in CH, we argue, needs to integrate the ambition to use digital methods to not just present but also counter and interrogate the material, its creation, and purpose. Digital platforms and web- and app-based software are now able to manipulate and re-situate information in unprecedented ways. The novelty of such formats can displace original, provocative, and timely considerations of the material. Often, we are so taken by the visual and structural attributes of these formats, that we accept it at face value and lose sight of the tone and content of heritage as a curated message about the past and the present.

Alongside this, digital augmentations and iterations of CH, including storage, have significant financial and infrastructural implications. The creation and maintenance of digital platforms requires either developing “in-house” digital specialization or, more commonly, reliance on private, for-profit platforms. Paying for external provision introduces complexities. Funders, including the AHRC, struggle to devise guidance or policy in relation to software licensing. However, a persistent challenge to projects, and partnerships between academic and non-academic partners, is devising data and software strategies that subsist beyond the life of the funded-research project. Often, the adverse effects of the paucity of longer-term planning around IP issues, sustainability, and data archiving falls disproportionately on the non-academic stakeholder.

While digitization foregrounds the potential and promise of complete openness and equity, maybe this is lost in practice. Or digitization may merely mark the displacement of one set of ethics with another. There is a need for more careful consideration of the implications, complexities, and risks of taking CH materials out of boxes and off shelves and transforming and generating it into data files, which are, in turn, dependent on digital platforms to provide end-user access. However, the question remains of whether heritage-related disciplines are adequately prepared and willing to confront such new ways of working, which have begun to dislodge some of the privileges extant in current forms of research and practice.

Krupa Rajangam is nearing the end of her tenure as a Fulbright Fellow at the Historic Preservation Department, Weitzman School of Design, University of Pennsylvania. Her permanent designation is Founder-Director, Saythu…linking people and heritage, a professional conservation collective based in Bangalore, India.

Deborah Sutton is a Professor in Modern South Asian History at Lancaster University.

World-Watching: Old Problem, Modern Solution: Emerging Technologies for Anti-Corruption

[from Asia-Pacific Economic Cooperation, 29 July, 2025]

by Emmanuel A. San Andres and Glacer Nino A. Vasquez

Harnessing new tools to strengthen transparency and accountability can help APEC economies combat corruption and build public trust.

The Code of Hammurabi is one of humanity’s oldest surviving legal texts. Etched in basalt nearly four millennia ago, one of the many crimes it proscribes is corruption by a judge, for which the punishment is a hefty fine—“twelve times the fine set by him in the case”—plus removal and perpetual disqualification from office. Today, laws are published online rather than on stone tablets, but corruption remains a scourge across societies.

Thousands of years later, the fight against corruption continues. Corruption scandals continue to make headlines across the region, affecting both public and private institutions. Whether involving procurement fraud or illicit finance flows, these cases underscore how quickly trust can erode when institutions fail to adapt. The need for preventive systems, powered by data, backed by law and enabled by technology, has never been more urgent. Across APEC, the principles of transparency, accountability and integrity remain central to strong public institutions. As economies become more interconnected and more data-driven, emerging technologies are offering new ways to advance these goals.

APEC economies have long relied on oversight mechanisms such as audits, procurement rules, and internal checks to prevent, detect and prosecute corruption. These tools have been effective in fighting corruption, and they remain essential. But at the same time, new technology has also opened new pathways for corruption: The discreet meeting at a coffeeshop may now occur over an encrypted messaging app, and the cash-filled envelope replaced by a cryptocurrency transfer.

As corrupt actors grow more technologically sophisticated, so too must anti-corruption efforts. APEC economies are not new to digital solutions—e-government and e-procurement portals have reduced opportunities for hidden transactions. Beneficial ownership registries and asset tracking systems make it easier to prosecute and penalise incidents of corruption when they do occur. But emerging technologies offer even more powerful tools to prevent, detect and deter corruption.

For example, artificial intelligence and machine learning (AI/ML) enable real-time monitoring, risk scoring, pattern detection, and predictive analytics. These tools can support monitoring and investigation by automating document review and evidence gathering. AI/ML can also enhance institutional capacity through adaptive, personalized training systems.  Meanwhile, advanced data analytics can support the review of large volumes of data, revealing patterns of corrupt activity and informing decision-making. When data from different sources are connected, it becomes easier to understand corruption risks early and act with greater precision.

Blockchain—the technology that enables cryptocurrencies—can be used to create immutable, transparent ledgers for government transactions, supply chain monitoring and secure identity management, making it harder to conceal corrupt activity. Remote sensing and facial recognition technologies also offer potential in compliance monitoring and anomaly detection.

However, implementing these emerging technologies have their share of challenges and risks. The effectiveness of AI/ML systems is only as good as the quality, integrity and objectivity of the data they are fed; biased inputs can produce biased outcomes. Blockchain technology is very energy-intensive, which may hinder its scalability and availability. Facial recognition raises serious concerns over privacy and due process, enabling widespread surveillance without individual consent.

These trends mirror growing international momentum around the digitalization of integrity systems. International organizations are helping lead the way: the OECD is leveraging AI and big data to detect corruption risks and improve compliance, while the World Bank’s Governance Risk Assessment System [archived PDF] uses analytics to uncover fraud in public procurement, with pilots already underway in Brazil. As stewards of major anti-corruption conventions, these institutions are turning innovation into accountability. For APEC economies, this alignment offers a timely opportunity to shape global standards while advancing domestic reform.

It is also important to recognize the central role of human and institutional elements in anti-corruption efforts. Emerging technologies are not a silver bullet; they will only be effective if they are well integrated into government processes and are aligned with the skills of the people who need to use them. Training and capacity building will be essential to bridge capability gaps, while a committed leadership will be needed to implement the legal reforms and oversight structures needed to ensure effective adoption.

Buy-in from anti-corruption stakeholders across government, the private sector and civil society is also crucial to this pursuit. Technologies like AI/ML and advanced analytics require large volumes of reliable data, requiring cooperation and information sharing. Public understanding and trust, ethical use of data and equitable access to technology are all essential to ensuring long-term success.

APEC economies are at different stages of readiness to adopt these emerging technologies. While some economies have yet to develop adequate digital infrastructure, human capital and institutional structures, others are already in a position to expand or integrate more advanced anti-corruption tools into their day-to-day processes. Capacity building, information sharing and dialogue can help narrow this gap while learning from the experiences of those ahead.

This is where regional cooperation can make a difference APEC provides a platform for knowledge sharing, capacity building and policy cooperation. The Anti-Corruption and Transparency Experts Working Group could provide a venue for a collaborative strategy to mainstream emerging technology in anti-corruption work, while building technical capacity for economies that need it. Likewise, the upcoming APEC High-Level Dialogue on Anti-Corruption Cooperation provides an opportunity to reaffirm values and shared commitments in the fight against corruption.

Corruption has existed since the dawn of civilization. As methods to commit corruption have evolved, so must the tools to combat it. People and institutions will always remain at the heart of anti-corruption efforts, but with the right governance and safeguards, emerging technologies can be game-changers in fighting corruption and recovering its proceeds, whether it’s in Babylonian sheqels or in bitcoins.

Emmanuel A. San Andres is a senior analyst, Glacer Niño A. Vasquez is a researcher at the APEC Policy Support Unit. For more on this topic, read the latest issue paper “Technologies for Preventing, Detecting, and Combatting Corruption [archived PDF].

Economics-Watching: How Green Innovation Can Stimulate Economies and Curb Emissions

[from IMF Blog, by Zeina Hasna, Florence Jaumotte & Samuel Pienknagura]

Coordinated climate policies can spur innovation in low-carbon technologies and help them spread to emerging markets and developing economies

Making low-carbon technologies cheaper and more widely available is crucial to reducing harmful emissions.

We have seen decades of progress in green innovation for mitigation and adaptation: from electric cars and clean hydrogen to renewable energy and battery storage.

More recently though, momentum in green innovation has slowed. And promising technologies aren’t spreading fast enough to lower-income countries, where they can be especially helpful to curbing emissions. Green innovation peaked at 10 percent of total patent filings in 2010 and has experienced a mild decline since. The slowdown reflects various factors, including hydraulic fracking that has lowered the price of oil and technological maturity in some initial technologies such as renewables, which slows the pace of innovation.

The slower momentum is concerning because, as we show in a new staff discussion note, green innovation is not only good for containing climate change, but for stimulating economic growth too. As the world confronts one of the weakest five-year growth outlooks in more than three decades, those dual benefits are particularly appealing. They ease concerns about the costs of pursuing more ambitious climate plans. And when countries act jointly on climate, we can speed up low-carbon innovation and its transfer to emerging markets and developing economies.

IMF research [archived PDF] shows that doubling green patent filings can boost gross domestic product by 1.7 percent after five years compared with a baseline scenario. And that’s under our most conservative estimate—other estimates show up to four times the effect.

The economic benefits of green innovation mostly flow through increased investment in the first few years. Over time, further growth benefits come from cheaper energy and production processes that are more energy efficient. Most importantly, they come from less global warming and less frequent (and less costly) climate disasters.

Green innovation is associated with more innovation overall, not just a substitution of green technologies for other kinds. This may be because green technologies often require complementary innovation. More innovation usually means more economic growth.

A key question is how countries can better foster green innovation and its deployment. We highlight how domestic and global climate policies spur green innovation. For example, a big increase in the number of climate policies tends to boost green patent filings, our preferred proxy for green innovation, by 10 percent within five years.

Some of the most effective policies to stimulate green innovation include emissions-trading schemes that cap emissions, feed-in-tariffs, which guarantee a minimum price for renewable energy producers, and government spending, such as subsidies for research and development. What’s more, global climate policies result in much larger increases in green innovation than domestic initiatives alone. International pacts like the Kyoto Protocol and the Paris Agreement amplify the impact of domestic policies on green innovation.

One reason policy synchronization has a prominent impact on domestic green innovation is what is called the market size effect. There’s more incentive to develop low-carbon technologies if innovators can expect to sell into a much larger potential market, that is, in countries which adopted similar climate policies.

Another is that climate policies in other countries generate green innovations and knowledge that can be used in the domestic economy. This is known as technology diffusion. Finally, synchronized policy action and international climate commitments create more certainty around domestic climate policies, as they boost people’s confidence in governments’ commitment to addressing climate change.

Climate policies even help spread the use of low-carbon technologies in countries that are not sources of innovation, through trade and foreign-direct investment. Countries that introduce climate policies see more imports of low-carbon technologies and higher green FDI inflows, especially in emerging markets and developing economies.

Risks of protectionism

Lowering tariffs on low-carbon technologies can further enhance trade and FDI in green technologies. This is especially important for middle- and low-income countries where such tariffs remain high. On the flipside, more protectionist measures would impede the broader spread of low-carbon technologies.

In addition, and given evidence of economies of scale, protectionism—with ultimately smaller potential markets—could stifle incentives for green innovation and lead to duplication of efforts across countries.

The risks of protectionism are exacerbated when climate policies, such as subsidies, do not abide by international rules. For example, local content requirements, whereby only locally produced green goods benefit from subsidies, undermine trust in multilateral trade rules and could result in retaliatory measures.

Beyond embracing a rules-based approach to climate policies, the advanced economies, where most green innovation occurs, have an important responsibility: sharing the technology so that emerging and developing economies can get there faster. Such direct technology transfers hold the promise of a double dividend for emerging markets and developing economies—reducing emissions and yielding economic benefits.

—This blog reflects research by Zeina Hasna, Florence Jaumotte, Jaden Kim, Samuel Pienknagura and Gregor Schwerhoff.

Wired Magazine and Charles Dickens

We think of the leading tech periodical Wired and we think of the internet and smartphone phase of technology innovation.

As always, there’s a wide-angle deeper view that helps you to avoid being “stranded in the present” (to use Professor Peter Fritzsche’s useful phrase and book title as a warning about the flaws of a no-overview sense of reality).

Think back to the famous Charles Dickens classic novel, Hard Times from 1854.

Chapter 11 of this novel talks about “electric wires.” Thus today’s copper wires and fiberoptics have a nineteenth century anticipation.

The end-notes on Hard Times inform us:

“…the wires of the telegraph which were becoming common as an adjunct to the railways from 1846-1847. During the French Wars the old wire-and-lever telegraphs had been set up between Whitehall and the main naval bases. The ‘galvanic’ telegraph had been invented by 1840, the idea of stretching the wires between tall posts by 1843, and by mid-1848 half the railways were so equipped.”

(Charles Dickens, Hard Times, Penguin Books, 1969, page 328)

The following added point will further elaborate on this chapter of the world’s wiring adding a larger comparative perspective:

The Victorian Internet: The Remarkable Story of the Telegraph and the Nineteenth Century’s On-Line Pioneers is a book by Tom Standage. First published in September 1998 through Walker & Company, the book discusses the development and uses of the electric telegraph during the second half of the 19th century and some of the similarities the telegraph shared with the Internet of the late 20th century.

The book’s central idea posits that of these two technologies, it was the telegraph that was the more significant, since the ability to communicate globally at all in real-time was a qualitative shift, while the change brought on by the modern Internet was merely a quantitative shift according to Standage, though, by the same token, global communication was just a quantitative shift from long-distance communication.

The book describes to general readers how some of the uses of telegraph in commercial, military, and social communication were, in a sense, analogous to modern uses for the Internet. A few rather unusual stories are related, about couples who fell in love and even married over the wires, criminals who were caught through the telegraph, etc. The culture which developed between telegraph operators also had some rather unexpected affinities with the Internet. Both cultures made or make use of complex text coding and abbreviated language slang, both required network security experts, and both attracted criminals who used the networks to commit fraud, hack private communications, and send unwanted messages.

Education and Intuition

The 2014 PBS TV series, How We Got to Now is a good miniseries on improvements in glass-making, sewage, water management, etc. that serve as the material/organizational basis for this modern world.

At one point in the series, the host Steven Johnson, a kind of historian of innovation, reveals his idea of how innovation occurs and he focuses on mavericks whose breakthrough is not a sudden “Eureka!” moment, but rather what Johnson calls “a slow hunch.” In other words, the innovators struggle along with a partially understood sense of possibility, very inchoate in the beginning, that comes into better focus with the passage of years and decades, via missteps and boondoggles.

The science writer Arthur Koestler shines a different “flashlight” on this problem of intuitive creativity and its bearing fruit:

Arthur Koestler, CBE (UK: 5 September 1905 – 1 March 1983) was a Hungarian British author and journalist. Koestler was born in Budapest. His masterful book, The Sleepwalkers, is a kind of defense of the way people in the past benefited from a productive sleepwalking on their journeys to scientific advance.

The Sleepwalkers: A History of Man’s Changing Vision of the Universe is a 1959 book by Arthur Koestler. It traces the history of Western cosmology from ancient Mesopotamia to Isaac Newton. He suggests that discoveries in science arise through a process akin to sleepwalking. Not that they arise by chance, but rather that scientists are neither fully aware of what guides their research, nor are they fully aware of the implications of what they discover.

A central theme of the book is the changing relationship between faith and reason. Koestler explores how these seemingly contradictory threads existed harmoniously in many of the greatest intellectuals of the West. He illustrates that while the two are estranged today, in the past the most ground-breaking thinkers were often very spiritual.

Another recurrent theme of this book is the breaking of paradigms in order to create new ones. People—scientists included—hold on to cherished old beliefs with such love and attachment that they refuse to see the wrong in their ideas and the truth in the ideas that are to replace them.

The conclusion he puts forward at the end of the book is that modern science is trying too hard to be rational. Scientists have been at their best when they allowed themselves to behave as “sleepwalkers,” instead of trying too earnestly to ratiocinate.

Add to this overview the “creativity” discussion on The Charlie Rose Show in The Brain Series (2010), where Professor Eric Kandel, the Nobel-prize physiologist, states forthrightly that brain research has no idea about creativity and the prospect of explaining creativity in terms of the brain is very distant indeed.

The arrival of a “slow hunch” (Steven Johnson) and “productive sleepwalking,” as opposed to unproductive kinds of woolgathering (Arthur Koestler), are mind, personality and spirit issues, although they do have brain-chemical “correlations” that cannot be explained mechanistically.

Mysteries all have physical/chemical “correlations” but cannot be simplistically reduced to biochem or genomics.

Some Historical Notes on the Three Quests of China: Dignity, Stability, Understanding

Dignity Quest

In “The Philosopher,” a chapter in the 1922 travel book On a Chinese Screen, W. Somerset Maugham comments, “He was the greatest authority in China on Confucian learning.”

The philosopher mentioned above tells Maugham: 

“I took the Ph.D. in Berlin, you know,” he said.  “And afterwards I studied in Oxford.   …  But his study of Western philosophy had only served in the end to satisfy him that wisdom after all was to be found within the limits of the Confucian canon.  He accepted its philosophy with conviction.  If Confucianism gained so firm a hold on the Chinese it is because it explained and expressed them as no other system of thought could do.  He loathed the modern cry for individualism.  For him society was the unit, and the family the foundation of society.  He upheld the old China and the old school, monarchy, and the rigid canon of Confucius.  He grew violent and bitter as he spoke of the students fresh from foreign universities, who with sacrilegious hands tore down the oldest civilization in the world. ”

“But you, do you know what you are doing?” he exclaimed. “What is the reason for which you deem yourselves our betters? Have you excelled us in arts or letters? Have our thinkers been less profound than yours? Has our civilization been less elaborate, less complicated, less refined than yours? Why, when you lived in caves and clothed yourselves with skins we were a cultured people. Do you know that we tried an experiment which is unique in the history of the world? We sought to rule this great country not by force, but by wisdom. And for centuries we succeeded. Then why does the white man despise the yellow? Shall I tell you? Because he has invented the machine gun. That is your superiority. We are a defenseless horde and you can blow us into eternity. You have shattered the dream of our philosophers that the world could be governed by the power of law and order. And now you are teaching our young men your secret. You have thrust your hideous inventions upon us. Do you not know that we have a genius for mechanics? Do you not know that there are in this country four hundred millions of the most practical and industrious people in the world? Do you think it will take us long to learn? And what will become of your superiority when the yellow man can make as good guns as the white and fire them as straight? You have appealed to the machine gun and by the machine gun shall you be judged.”

Stability Quest

  1. The decade of the 1850s gives a most revealing picture of the Chinese sense of things falling apart.  The Taiping Rebellion, convulsed China in the 1850s. It was a utopian movement which wants to go backwards and forwards at the same time and arrive at a historical paradise.

  2. From 1859-1860, the Second Opium War racks China. The British extract more concessions from the Chinese by the Treaty of Tientsin, a tremendous new humiliation for the Chinese. As part of Britishshock and awe” of that time the Summer Palace in Beijing is burned down.

  3. In Chinese society, to add to this misery, there is a tremendous conflict in China between the Hakka (客家, “Guest People”) with the Punti (本地, “Native/Original People”) called the HakkaPunti conflict, and is referred to in the movie The Hawaiians, based on the James Michener novel.

  4. All of this Chinese turmoil and national weakness is itself taking place in a global context that is threatening. Commodore Perry and his “Black Ships” sail into Edo Bay (now Tokyo Bay) in 1853, to dictate terms to the Japanese which amount to “trade or die” (an Americanshock and awe”).

  5. In 1857-1858, India convulses with the Indian Mutiny, which has been described as the opening chapter of the Indian Independence Movement. The Indian Mutiny, also known as the Sepoy Mutiny, was put down with shocking brutality. The Chinese watching the event, feel rage about the insouciant attitude of Westerners towards non-Western people.(A recent masterpiece Human Smoke by Nicholson Baker shows you the same insouciant attitude in the Bengal Famine of the 1940s and with Churchill’s dismissive comments about the human misery.) The Chinese who were studying news reports coming out of India suddenly learnt that control of India in 1858 was transferred permanently from the East India Company to the Crown, showing that the British could change the rules of the game at will.

  6. In the 19th century Chinese and Japanese thinkers came up with two definitive slogans, which they used to orient themselves.

    Slogan One

    “Western Technology, Eastern Ethics.” What is the balance point between West and the East? Xi Jinping (习近平) is also trying to find a balance. How American must a Chinese Silicon Valley have to be?

    Slogan Two

    “Rich Country, Strong Army.” How fast could China become a rich country with a strong army, without provoking a global backlash—think Chinese leaders since Mao.

  7. Certain opaque and chaotic phenomena in Chinese history haunt the Chinese mind. Mao was reading Chinese historians all his life to try to understand these phenomena. Chinese schoolboys are trying to understand the rebellion called the An Lu-Shan (安禄山) of 755-763, which takes place in the middle of the Tang Dynasty and plunges China into chaos. Leaders, scholars and schoolchildren of China want to decipher the events of this very classic rebellion in Chinese history and to understand what they are always trying to understand: how things go bad. An Lu-Shan was of Turkish and Sogdian origins, which created another kind of nervousness: turmoil in China coming from non-Chinese ethnic groups. Chinese brutality toward both the Tibetans and the Muslims within China echo these anxieties. This classical rebellion is interpreted by Chinese as the beginning of the end of the Tang Dynasty, the first Chinese Golden Age. China’s preoccupation with stability comes from its insecurity about national turmoil such as the An Lu-Shan Rebellion case, which could merge with foreign threats creating a nightmare for China.

  8. China was conquered by the Mongols who created the Yuan Dynasty circa 1300 A.D. China was conquered by the Manchus from 1644-1911. The Japanese assaulted China in the 1930s. Europeans colonized and broke China into pieces in the 19th century. The ultimate symbol of China’s defeat was the two Opium Wars—1839 and 1859—by the British. The tremendous humiliation suffered by the Chinese is masterfully conveyed by Arthur Waley’s classic book, The Opium War Through Chinese Eyes.

Quest to Understand

China and Charles Darwin, by James Pusey, captures the perplexity of the Western intellectual impact on China in the last few lines of the book. “But Charles Darwin honestly entered those mixtures in Chinese heads and made them different. So his influence was real. Chinese of course confused Darwin’s ideas and were confused by them, and of course they got confused in Chinese directions, but small wonder. Every people has gotten confused. For the fact of the matter is, when all is said and done, that no one knows what to make of evolution.”

Many Western ideas and philosophies are troubling and destabilizing for the Chinese such as, individualism before society and family; marriage based on romantic love alone; a society based on innovate-or-die.

The Chinese quest for such modes of stability has a perennial quality.

India-Watching

ICRIER Working Paper № 407

India’s Platform Economy and Emerging Regulatory Challenges

by Rajat Kathuria, Mansi Kedia and Kaushambi Bagchi

Abstract

The phenomenal rise of the platform economy has reshaped how economies operate across the world. The importance of digital platforms has never been more evident than in combatting the ongoing coronavirus (COVID-19) pandemic. Even with the threat of a global recession looming large, technology companies are witnessing a surge in demand for their services. Platforms distinguish themselves from traditional markets by demonstrating speed and scale of innovation and fostering efficient and productive interaction between buyers and sellers. Enterprises using platform-based business models have expanded beyond social media, travel and entertainment to sectors like financial services, healthcare, logistics and transportation. With the objective of building evidence for policy-making in this sector, this study undertakes an in-depth analysis of the impact generated by the platform economy in India, by estimating consumer surplus from the use of platforms, analyzing its impact on traditional businesses either by transformation or disruption. The estimated consumer surplus is Rs. 438.75 per individual per month, amounting to a collective annual surplus of Rs. 3620 billion for India. At current exchange rates this would amount to $47 billion. 

The growth of platforms has also been accompanied by global concern against their anti-competitive practices, the spread of fake news and harmful content, political bias, etc. The paper discusses regulatory changes and areas of concern for market competition, labour and employment, fake news and misinformation, consumer protection, counterfeit goods and data privacy in India.

[Read full article, archived PDF]

[Executive summary, archived PDF]

Economics—Apple Card’s Fintech Problem; Improving AI-Based Recommendations; IBM & Nazi Germany

from Harvard Business School Working Knowledge:

Gender Bias Complaints against Apple Card Signal a Dark Side to Fintech

The possibility that Apple Card applicants were subject to gender bias opens a new frontier for the financial services sector in which regulators are largely absent, argues Karen Mills.

It’s No Joke: AI Beats Humans at Making You Laugh

New research shows people don’t trust recommendations made by machines—and that’s a problem for marketers who increasingly rely on AI-based technology to persuade consumers. Michael H. Yeomans explains how businesses can overcome that bias.

Do TV Debates Sway Voters?

As Democratic presidential candidates prepare for another debate, Vincent Pons reports that TV forums don’t influence voters.

Lessons from IBM in Nazi Germany

Geoffrey Jones discusses his case study, “Thomas J. Watson, IBM and Nazi Germany,” exploring the options and responsibilities of multinationals with investments in politically reprehensible regimes.

For Better Ideas, Bring the Right People to the Brainstorm

Better ideas emerge when extroverts and people open to new experiences put their heads together, according to research by Rembrand M. Koning. But what about introverts?

Should Non-Compete Clauses Be Abolished?

Non-compete clauses prevent workers from bringing secrets with them to competitors. But increasingly NCCs are unnecessarily restricting job mobility for low-level employees. Should they be banned? asks James Heskett.

Design Rules, Volume 2: How Technology Shapes Organizations series

Working papers by Carliss Y. Baldwin and Kim B. Clark explain how and why different types of technology design pose different opportunities and challenges for organizations and can become vital forces of innovation.