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  • India’s Gold Fever

    Gold has fascinated human beings for millennia as a dependable store of wealth. A common saying captures this relationship: “Where there is wealth and geopolitical instability, gold shines.” Many Germans, having experienced severe economic dislocation after two world wars, came to regard gold as a particularly reliable safeguard for private savings; this historical experience helps explain Germany’s strong cultural preference for gold.

    Although India ranks eighth in official gold reserves, with about 880 tonnes—compared with the United States’ holdings of roughly 8,133 tonnes—Indian households and temples hold an estimated 25,000 to 34,600 tonnes of gold, accounting for roughly 11%–16% of all global gold ever mined. This aggregate makes India the largest “gold vault” on Earth. However, India’s gold holdings are largely imported and are a major contributor to the country’s trade deficit. In 2024, India exported only $463 million in gold‑related products but imported $58.5 billion in gold. Gold imports increased by 24% to an all‑time high of $71.98 billion in 2025‑26, compared with $58 billion in 2024‑25. However, in volume terms, gold imports declined by 4.76% to 721.03 tonnes from 757.09 tonnes in 2024‑25. In FY26, India’s trade deficit jumped to $119.3 billion from $94.6 billion in the previous year, mainly due to a significant increase in gold price in rupee terms.

    Apart from households, Hindu temples in India hold a substantial amount of gold, estimated at between 3 and 5 thousand tonnes, received as donations from their devotees.  Most of these inventories remain unused and kept in hidden underground cellars for centuries.  Such a hidden treasure of the Padmanabhaswamy temple of Kerala was revealed in 2011 when the Supreme Court ordered an inspection of these underground cellars. Of the six underground vaults identified at the start of the inspection, only five were opened; Vault B remained unopened due to an injunction, again by the Supreme Court. Based on the inspection of the opened underground cellars, the estimated value of gold coins and jewelry was around $22 bullion (roughly 1300 tonnes).

    The Indian gold Jewelry market is highly concentrated in South India, accounting for 40% of the country’s gold jewelry demand, followed by the West (25%), North (20%), and East (15%). Similarly, Hindu temples in South India are the largest holders of gold in India.

    This extraordinary attachment to gold among the majority of Indian households is less a product of social and cultural practices of people than a historically rooted strategy for protecting wealth against external predation. Over two millennia, successive waves of foreign invasions and rule often entailed the systematic extraction of precious metals and other valuables, incentivizing households to hold a substantial portion of their savings in the form of gold, which is easily concealable and transportable. Gold became the preferred vehicle for wealth accumulation not only for its intrinsic value but also for its unique physical properties: it is highly divisible, easily concealed, and provides a degree of liquidity decoupled from the stability of a central state.

    Across two millennia, the Indian subcontinent experienced recurrent cycles of foreign incursions and colonial hegemony, regimes often defined by the aggressive extraction of liquid assets and bullion. In response to this persistent threat of “external predation,” households adopted a defensive financial posture. Gold became the preferred vehicle for wealth accumulation not only for its intrinsic value but also for its unique physical properties: it is divisible, easily concealed, and provides a degree of liquidity that is independent of the stability of a central state

    The early Indo‑Aryan groups (c.1500-500 BCE) migrating into northwestern India had a pastoral economy in which cattle and other livestock were regarded as the principal form of movable wealth, as reflected in Rigveda.  However,  many indigenous (pre-Indo-Aryan, including some Dravidian-speaking and Austroasiatic) communities of the Copper Hoard and South Indian Neolithic cultures placed greater relative emphasis on metal wealth, including gold ornaments and copper hoards.  However, over time, gold increasingly served across India as a durable, relatively safe asset (particularly for women and displaced groups), while cattle remained important for subsistence, status, and ritual. In this respect, the concept of Stridhana (literally “woman’s wealth”) plays an important role in creating demand for gold jewelry. Gold ornaments emerged as a sophisticated legal and moral instrument designed to mitigate systemic gender inequality. In a societal structure characterized by patrilineal inheritance and patrilocal residence, strīdhana functioned as a personal property of the woman, immune to the claims of her marital kin.

    By recognizing that ornaments and other movable assets gifted to a woman at marriage remained her personal property, regardless of marital status, strīdhana functioned as an informal insurance mechanism and a hedge against widowhood‑related destitution. In this way, the valorization of gold jewelry was not merely symbolic or ornamental but became an institutionalized means of stabilizing household welfare in the face of recurrent political and military shocks. It then follows that the patriarchs of a household cannot unilaterally use a mother’s gold as strīdhana for her daughter. So the demand for gold continues, and so does the import of gold. Furthermore, two major forms of gold ownership, leaving aside the central bank’s gold reserves, that is, the gold reserves of temples and strīdhana maintained at households, do not provide much scope for a long-term policy of strictly tightening gold imports by jewelers and gold merchants through very high tariffs. The Government of India can also consider the following treatment of gold:

    Gold in any form should be considered as a property, and above a reasonable threshold in terms of volume, must attract property tax.  

    Data:

    WORLD OFFICIAL GOLD HOLDINGS

    CountryTonnes% of reserves**Holdings as of
    United States8,133.584.8%Feb 2026
    Germany3,350.384.6%Feb 2026
    IMF      2,814.082.0%Feb 2026
    Italy2,451.882.0%Feb 2026
    France2,437.082.5%Feb 2026
    Russian Federation2,311.048.1%Feb 2026
    China, P.R.: Mainland2,308.510.0%Feb 2026
    Switzerland1,039.915.6%Feb 2026
    India880.319.8%Feb 2026

    International Financial Statistics, April 2026

    Gold Usage TypeTonnesPercentage
    Jewelry 9764544
    Bars and coins (including gold backed ETFs) 5097823
    Central banks 3866618
    Other 3260215
    Total219891100

    EWN Database (External financial assets and liabilities)

    Year2010202020242025
    Total Supply (Tonnes)4316.84740.94961.95002.3
       Total Mine Supply61.3%72.7%72.5%71.9%
    Recycled Gold38.7%27.3%27.5%28.1%
    Demand
       Jewellery Fabrication48.4%28.1%40.8%32.7%
       Technology10.9%8.3%7.0%6.5%
       Investment38.3%38.1%23.9%43.5%
    Out of which Central Bank and Other Institutions1.8%5.4%22.0%17.3%
    LBMA Gold Price (US$/oz)1,224.51,769.62,386.23,431.5

  • Commercialization of Patents by China

    A recent Nature report (April 28, 2026) highlights China’s aggressive strategy to bridge the gap between research and industry. WIPO statistics underscore this dominance: China holds 5 million of the world’s 18.6 million active patents, outpacing the U.S. (3.5 million) and Japan (2.1 million), while India remains a distant follower.

    Quantity, however, is not a direct proxy for utility. Since patents require public disclosure and offer only a 20-year window of protection, trade secrets are often a preferred alternative for preserving competitive advantages. Yet, patent volume remains a credible barometer for a country’s technological “bench strength”—its capacity to innovate and re-engineer products more cost-effectively. From this perspective, China’s vast patent reserves signal its potential to redefine the global center of innovation.

    Towards this goal, China began a comprehensive screening of over 1.3 million patents held by universities and research institutions nationwide in 2023. The objective of this screening was to identify the commercialization prospects of each patent. This screening identified approximately 68,000 patents with the potential to become successful market products. At a press conference, the deputy commissioner of the China National Intellectual Property Administration informed the public that, by the end of 2025, the rate of patent commercialization had reached 10.1 percent for universities and 17.2 percent for research institutes.

    This initiative demonstrates that the current Chinese leadership has moved beyond rigid ideological dogmatism regarding state-controlled power. Simultaneously, the leadership maintains a pragmatic distance from the “intellectual allure” of the Western market economy. By navigating between these two poles, China is attempting to forge a unique developmental path that discards prevailing global economic orthodoxies. The success of this hybrid model—balancing state oversight with aggressive commercial innovation—will be of immense significance to the global economic order.

    Patents in Force-2024:   World Intellectual Property Indicators 2025

    CountryIn Force 2024Change over previous year
    China5,688,867+698,234
    United States of America3,519,879+64,659
    Japan2,085,215+21,539
    Republic of Korea1,312,294+40,535
    Germany963,941+35,835
    France757,026+21,972
    United Kingdom744,130+45,986
    India228,402+39,617
    CountryTotal applications processedGrantedRejectedWithdrawn or abandoned
    China1,678,0081,044,777496,733136,498
    United States of America444,743324,11222,12198,510
    Japan243,732183,94955,8073,976
    Republic of Korea167,790122,38239,7615,647
    Germany45,24923,9448,17813,127
    France12,2259,5791,5261,120
    United Kingdom8,22810,094
    India82,59164,94110,1897,461

    Mohana Basu:  China’s latest push to commercialize research: match 680,000 innovators with companies: Nature News 28 April 2026

    Xinhua Editor: huaxia : China completes patent screening at universities, research institutions to enhance commercialization

    :   World Intellectual Property Indicators 2025

  • Race to the Moon

    On January 20, 1920, the League of Nations was founded by the victorious nations of World War I to usher in an era of permanent global peace and security. However, within just 19 years, World War II began, effectively bringing the League to an end. At the conclusion of that war in 1945, the United Nations was established with the primary goal of “to maintain international peace and security,” as stated in Article 1 of the UN Charter. Now, 81 years later, the possibility of a third world war is being discussed by none other than the president of the world’s most powerful nation. It is an accepted fact that both world wars were fought to gain territory and control vital resources—land, water, and minerals. Crucially, these were all terrestrial resources rather than extra-terrestrial ones.

    The Covenant adopted by the League of Nations dealt only with terrestrial issues such as national sovereignty, disarmament on Earth, the treatment of colonies, and the resolution of international disputes on the ground. There was no mention of any outer space issue that could lead to a conflict between nations. The UN Charter also did not mention outer space.

    In 1962, the General Assembly of the UN adopted a “Declaration of Legal Principles Governing the Activities of States in the Exploration and Use of Outer Space,” which incorporated the following three principles:

    1. The exploration and use of outer space shall be carried on for the benefit and in the interests of all mankind.
    2. Outer space and celestial bodies are free for exploration and use by all States on a basis of equality and in accordance with international law.
    3. Outer space and celestial bodies are not subject to national appropriation by claim of sovereignty, by means of use or occupation, or by any other means.

    The lofty ideals enshrined in such declarations notwithstanding, outer space became an arena for rivalry after the erstwhile USSR launched Sputnik in 1957, and the first human being was sent into outer space on April 12, 1961. On 3 February 1966, Luna 9, launched by the USSR, became the first spacecraft to achieve a soft moon landing. The USSR’s initial success in developing cutting-edge technology to navigate outer space rang a warning bell for the USA, the world’s most developed and richest country. Taking up the challenge, the US initiated the mission to put a human foot on the moon. President Kennedy set the ball rolling with his famous speech on May 21, 1961, urging Congress to accept that moon landing was an “urgent national need.” He said, “If we are to win the battle that is now going on around the world between freedom and tyranny; if we are to win the battle for the minds of men, the dramatic achievements in space which occurred in recent weeks should have made clear to us all, as did the Sputnik in 1957.” The sentiments of the US military were quite clear about the importance of exercising hegemony over the moon to maintain US hegemony over Earth, as reflected in a speech given by decorated Brigadier General Homer A. Boushey in 1958: “Whoever controls the Moon controls the Earth. The Moon offers a retaliatory base with unparalleled advantage.”

    Luna 2 was the first spacecraft to reach the surface of the Moon, but it was designed to crash on the Moon’s surface.

    The USA began its Apollo program in 1961 to land a human being on the moon, and the goal was achieved when Apollo 11’s Lunar Module landed safely with three astronauts on board on July 20, 1969. Subsequently, five Apollo spaceflights took 12 astronauts to the moon between 1970 and 1972. The Apollo program ended when Apollo 17 landed on the Moon in December 1972. After the closure of the Apollo program, expenditure on the space program declined from about 4% of the federal budget to 0.4% at the end of 2023.

    In the meantime, on July 3, 1969, the Soviet Union made a second attempt to launch its moon rocket N1 and met with a devastating failure, bringing an end to its moon expedition program.

    Despite the intense political rivalry of the Cold War, both the USA and Russia did not refrain from scientific cooperation, particularly in lunar missions. In the early stage of the space race (1957 to 1970), cooperation was minimal and largely symbolic. In 1972, the U.S. and USSR signed the Agreement Concerning Cooperation in the Exploration and Use of Outer Space for Peaceful Purposes. This agreement led to the creation of joint working groups to share data on space medicine, satellite communications, and planetary exploration. This collaboration culminated in the first joint lunar mission in July 1975, when two space vehicles—NASA’s Apollo spacecraft and the Soviet Soyuz spacecraft—docked in orbit and American astronaut Thomas Stafford and Soviet cosmonaut Alexey Leonov had a symbolic handshake in space. However, this détente collapsed when the Soviet Union invaded Afghanistan in 1979. When Ronald Reagan took over the US presidency in 1981, the Cold War between the two space giants resumed with full force.

    The disintegration of the USSR in 1991 precipitated a huge economic crisis across all newly created independent republics. Transition from a state-driven planned economy to a market-driven economy was neither smooth nor immediately productive. A rapid and poorly managed privatisation process created a new class of robber barons with no history of creating wealth through innovation and productive competition. The population of the new Russia was half that of the erstwhile USSR. For Russia, keeping the race to the moon alive in the early period of its new incarnation became financially and organizationally difficult. As a result, the USA had no more compulsion to remain engaged in a one-nation race to the moon. Apollo was wound up because the political reason vanished.

    However, by the end of the 1980s, the exploration of outer space had ceased to be a purely scientific endeavour and emerged as a new arena of geopolitics. The technologies underpinning space navigation are closely intertwined with advanced military capabilities and modern communication systems that have become integral to everyday life. Research in rocketry and satellite technology not only facilitated the development of intercontinental ballistic missiles but also enabled the development of global positioning systems (GPS) and worldwide communication networks. Today, financial and economic infrastructures are critically dependent on internet-based applications, and the global system would be severely disrupted if the internet were to cease functioning. Indeed, the history of human civilisation over the past 5,000 years suggests that the pursuit of power has been a primary driving force behind the quest for new technologies.

    Interest in the Moon was revived following the discovery that it contains a resource crucial for establishing a permanent human presence—namely, water. Chandrayaan‑1, India’s first lunar probe, launched in October 2008, was the first mission to report the widespread presence of water molecules in the lunar regolith. Subsequent studies have identified significant permafrost deposits—frozen water—near the Moon’s south pole. This region is also characterised by abundant solar energy in the form of near‑continuous sunlight, further enhancing its suitability for sustained human activity.

    In addition to water and solar energy, the Moon is believed to contain deposits of Rare Earth Elements (REEs), a group of minerals essential to several strategically important sectors of modern manufacturing. REEs are critical for the production of high‑performance permanent magnets used in communication devices, computing systems, and military surveillance technologies, among other applications. Although these elements are relatively abundant in the Earth’s crust, they are seldom found in concentrated and economically exploitable forms. According to the United States Geological Survey (USGS), while most lunar rocks exhibit low concentrations of REEs, a distinct category of lunar material rich in potassium (K), rare earth elements, and phosphorus (P)—collectively known as KREEP—contains comparatively high concentrations of these elements. Data obtained from orbiting lunar satellites have identified locations where substantial KREEP deposits are likely to exist.

    The availability of the three above usable natural resources, particularly water, makes the Moon the nearest extraterrestrial base for future missions to Mars and other planets. This has triggered a new race to the Moon. This race is not merely for landing on the Moon, but for the long‑term occupation of those regions that are rich in the three resources mentioned above. Once countries on Earth begin using lunar land for the extraction of natural resources, a crucial question will arise: whether the Moon’s land will be demarcated into “national colonies” or remain the common property of all humankind.

    Based on the 1962 UN Declaration (cited above), the Legal Subcommittee of the UN prepared the Outer Space Treaty in 1966, which came into force in October 1967. The first three principles of the Outer Space Treaty, quoted below, give clear directions about the use and ownership rights of any occupied segment of outer space:

    1. The exploration and use of outer space shall be carried out for the benefit and in the interests of all countries and shall be the province of all mankind.
    2. Outer space shall be free for exploration and use by all States.
    3. Outer space is not subject to national appropriation by claim of sovereignty, by means of use or occupation, or by any other means.

    These principles were laid down when the true, usable value of the Moon, the Earth’s only natural satellite, was unknown to the dominant powers of that period. Furthermore, the composition of power across nations has also evolved—“silently shifting into the hands of those who control data, belief, attention, and innovation. … real influence today lies in algorithms, not armies.” In other words, corporates who now control a big slice of power on Earth will also demand a similar distribution of power on the Moon. In recent years, several nations, including the United States (2015) and Japan (2021), have introduced legislation that explicitly authorises the commercial use of space resources, signalling a transition in which terrestrial corporate economic dominance will also be replicated in extra‑terrestrial environments. The integration of market‑driven entities into future human habitations is no longer a theoretical abstraction; rather, it is a tangible development reflected in contemporary U.S. space exploration paradigms. According to Sci‑Tech Today, in the year 2023, the “commercial sector accounted for 85% of all satellite launches by volume in 2023, highlighting the growing role of private enterprises.” Of all satellites launched in 2023, 94% were classified as small satellites (mass < 600 kg), largely driven by commercial constellation deployments.

    Although Russia is a “nuclear‑weapons state,” it is not rich enough to engage with the US as an independent contender for a seat at the high table of the space race to the Moon. The only real contenders to join in the race to the Moon are, as of today, the USA and China. The story of China’s rise as the only contender to the USA in the race to the Moon is not just a story of a race to become hegemon of the solar system but also a race between two ideas of societal arrangement of power—one involving a continuous balancing between political power and the power of wealth, and another involving power struggle mainly within a political bureaucracy with only a supplementary involvement of wealth.

    China’s goal is, in the words of President Xi Jinping, to “explore the vast cosmos, develop the space industry and build China into a space power—our eternal dream.” In January 2022, the Chinese government published its vision for the future space program. The document clearly lays out China’s ambitious space program to be on par with the USA. Building a space laboratory, keeping astronauts on long‑term assignments on the Moon, and building an international research station on the Moon were all part of this ambitious program. The relative spending on space programs shows how China is gradually becoming the only contender to the US in the race to the Moon.

    Table 1: Country-wise Governmental Spending on Space Programs

    CountryYear 2024Year 2023Year 2022
    USA79.6873.261.97
    China  19.8914.1511.94
    Japan6.84.654.9
    Russia3.963.413.42
    France3.713.474.2
    European Union2.982.812.6
    Germany2.782.292.53
    Italy2.652.111.74
    India1.891.691.93

    Source:  https://www.statista.com/statistics/745717/global-governmental-spending-on-space-programs-leading-countries/

    That China is the most important as well as the more resourceful contender to the USA has been recognised by the US itself. The Wolf Amendment of 2011 imposed legal restrictions prohibiting NASA from engaging in scientific collaboration on space projects with China without congressional approval. In its 2019 report submitted to the US Congress, the U.S.-China Economic and Security Review Commission (USCC) had two chapters with the following headings: Chapter 3: China’s Ambitions in Space: Contesting the Final Frontier; Chapter 7: The Final Frontier: China’s Ambitions to Dominate Space. This report identified three areas of contention between the two powers—one already established and another emerging. These are: Military Vulnerability, Economic Displacement, and Loss of Strategic Autonomy.

    Finally, it is certain that by 2035 the two contending superpowers—the US and China—will start using a permanent lunar outpost each. It is also possible that some corporations participating in either the Artemis or ILRS program will build their own outposts. The question of ownership of these outposts will be a contentious issue and will call for a solution acceptable to all. The applicability of the concept of sovereignty in space has been denied in the Outer Space Treaty (OST). Since current international jurisprudence denies any existence of “Space Nations,” the only framework that can be meaningfully applied to extra‑terrestrial bodies will be the one now applied to the high seas—no restriction for use but no ownership by any body. But the political system of the USA is not ready to accept this approach to extra‑terrestrial bodies. Without formally discarding the OST, the USA has broached the idea of “functional sovereignty.” The Artemis Accords have introduced the concept of “safety zones,” which nations outside the sphere of the accord consider a violation of Article II of the OST.

    Article 7 of the Artemis Accords gives the following definition of “safety zones”:

    “In order to implement their obligations under the Outer Space Treaty, the Signatories intend to provide notification of their activities and commit to coordinating with any relevant actor to avoid harmful interference. The area wherein this notification and coordination will be implemented to avoid harmful interference is referred to as a ‘safety zone’. A safety zone should be the area in which nominal operations of a relevant activity or an anomalous event could reasonably cause harmful interference.”

    This definition leaves the right to declare a specific part of the Moon under its usage for some purpose as a “safety zone” to individual signatories and not to an international body. There is no mention of permissible access to the “safety zone” to view and understand the nature of the activities underway. A “safety zone,” thereby, becomes an area under a sovereign, thus…

    Finally, accords like the OST and Artemis were prepared when AI was in a nascent stage of development. For example, if robots are sent to the Moon to establish a colony for REE mining, how easy or difficult will it be to create a safety zone for them? Will it be possible to imbibe a national spirit in the robots so that they cannot be manipulated to work for a rival nation? Space exploration by Homo sapiens is now at a very nascent stage—a child’s play—and its future will most probably follow a path that Carl Sagan forecasted:

    “It will not be we who reach Alpha Centauri and other nearby stars. It will be a species very like us, but with more of our strengths, and fewer of our weaknesses … more confident, far‑seeing, capable and prudent.”
    Pale Blue Dot: A Vision of the Human Future in Space, Carl Sagan

    Neither Trump nor Xi Jinping will be able to take one small step toward this destiny of ours.

    References:

    China’s Space Program: A 2021 Perspective https://english.www.gov.cn/archive/whitepaper/202201/28/content_WS61f35b3dc6d09c94e48a467a.html

    China’s Vision for Space: Interview with Khyle Eastin: November 21, 2023; The National Bureau of Asian Research

    2019 Annual Report to Congress produced by the U.S.-China Economic and Security Review Commission (USCC). Author: U.S.-China Economic and Security Review Commission (USCC)

    https://www.bcg.com/publications/2024/private-firms-are-helping-explore-and-develop-the-moon

    https://gulfnews.com/special-reports/moon-rush-why-private-companies-race-for-lunar-dominance-1.500054984#google_vignettehttps://theconversation.com/the-race-to-mine-the-moon-is-on-and-it-urgently-needs-some-clear-international-rules-270943

    NASA CLPS program: https://www.nasa.gov/commercial-lunar-payload-services/#clps-overview

    Senate Commerce Committee confirmation hearingNASA Administrator Jared Isaacman 

    U.S.-China Economic and Security Review Commission’s 2025 annual report to Congress

    Eric Berger – Aug 18, 2025 : https://arstechnica.com/space/2025/08/after-recent-tests-china-appears-likely-to-beat-the-united-states-back-to-the-moon/

  • AI- Some Thoughts

    Innovation always signals the withering away of the present and the rise of the future. While many hark back to a golden past where life was supposedly simple and one could find meaning in ‘enough’, reality shows a relentless human pursuit for more: more productivity, more growth, and more knowledge. This drive is fundamental to Homo sapiens, tracing back to our journey from the African savanna across all continents over the last 285,000 years. During this long period, the very character of our species has undergone significant changes, and today we dream of colonizing other planets. It appears now, that the same evolutionary impulse has led to something unprecedented: the creation of a new ‘species’, born not from nature, but from our own ingenuity. It would be a serious mistake to consider Artificial Intelligence as merely a new and highly sophisticated technology and not a potential new species in the making. The word ‘intelligence’ has always been ascribed to living beings, while technology is the result of applying this intelligence to solve real-world problems. This article examines the impact of AI on the job market from two perspectives: AI as only a technology and AI as a potential new species, currently under human oversight.

    AI as a Technology

    The word Intelligence comes from the Latin word “intelligere” which is a verb, meaning, “to understand” or “comprehend”. Etymologically, this verb is composed of two components, namely inter (“between”) and legere (“to choose”). Therefore, an intelligent living creature can take decision when confronted with multiple alternatives. The word Artificial is self-explanatory:- instead of a living thing, a machine is endowed with intelligence. 

    W. Brian Arthur (Arthur, 2007) in his article “The Structure of Invention” defined technology as possessing “a purpose, a combination of components, an architecture, and embodies a base principle that exploits some base phenomenon. We could therefore define an invention to correspond to a significant change in any one of these”. This definition of any technology does not ascribe any choice making capability to the technology itself. Currently, AI excels at making optimal choices primarily in well-defined, structured environments where the possible options are limited (a fixed spectrum of choices) and the criteria for selecting the best option can be statistically derived from vast quantities of historical data (e.g., classification and prediction tasks). This reliance on structure and available data confines an AI tool’s competency to the limits of its memory capacity, rather than demonstrating true intelligence. The Large Language Model (LLM) that provides the technological foundation of current AI tools has its own limitations in identifying truth that human intelligence is capable of determining. S. Johnson & D. Hyland-Wood in their paper on LLM [reference] have highlighted this well- “(LLM models) can sometimes produce output that goes very rapidly from amazing to badly wrong. As an example, we asked ChatGPT 4, 4o and o1-preview to identify the canonical academic references for LLM orchestration. Most of the resulting academic paper suggested by the LLMs did not exist, the links to the papers did not resolve, and the conferences and journals cited do not list the papers. They were bullshit, appearing plausible but untrue”. These observations are important but do not diminish the significant impact of current form of AI in the job market. It is quite likely that in another 10 years AI may start possessing “intelligence”. 

    John Schumpeter in his 1942 book “Capitalism, Socialism, and Democracy” floated the idea of “creative destruction” as the driving force of capitalism. According to Schumpeter, capitalist entrepreneurs can sustain their market dominance only by inventing new product, new and more efficient production process and seeking new market. The success in any of this endeavor can materialize if and only if the old system meets its destruction. Notwithstanding Schumpeter’s definitive and mostly accepted view about dynamics of post- industrial -revolution market economy, it would be a travesty of history, if a long series of innovations that shaped the humanity since the invention of “ stone chopping tool”  1.8-2 million years ago, is credited exclusively to market driven capitalism. In other words, AI is a result of history and not a product of capitalism per se.

    Metamorphosis of AI to a new Species:

    That evolution has reached its final goal with the arrival of Homo sapiens will be the most unscientific claim by any human being. The concept of God, an almighty humanistic creator of universe, is only a projection of this human thought process, “Après moi le déluge”.  Irrespective of language, social norms and economic structure, every human being will fight to the end to avoid metamorphosis of AI to a digital species. Mustafa Suleyman, CEO of Microsoft AI, in a Ted Talk underlined the danger that is likely to materialize, if AI is allowed autonomy. He argued that “autonomy is very obviously a threshold over which we increase risk in our society. .. If you allow the model to independently self-improve, update its own code, explore an environment without oversight, and, you know, without a human in control to change how it operates, that would obviously be more dangerous.”  

    Isaac Asimov formulated “Three Laws of Robotics” to ensure that AI always remain under the strict control of human (see Appendix).  In the real world, it would be impossible to enforce these laws across the globe, especially across different developers, companies, and nations. 

  • My request to Perplexity- Can AI anticipate General Theory of Relativity?

    My Question to Perplexity:   I want to conduct an experiment. I will gather all literature published on the subject of physics that Einstein was working on. I will then use various LLM to provide answer to the problem that Einstein was working on. We will check how close these results are to theory of relativity developed by Einstein.

    Perplexity’s Answer:

    This experimental design will systematically compare answers produced by various large language models (LLMs) on the core problems Einstein addressed, using the contemporary literature available to physicists in Einstein’s era, and then assess how close these answers come to the established results of the theory of relativity developed by Einstein.

    Core Problems Einstein Worked On

    In the late 19th and early 20th century, experimental physics outpaced theoretical abstraction, with concepts like Maxwell’s electromagnetic theory, the nature of light, heat, and the structure of atomic particles occupying focus. Prior to Einstein, physicists were tackling issues such as:

    Contradictions between Maxwell’s equations and Newtonian mechanics, particularly for moving bodies and the propagation of light. The puzzle of the “luminiferous aether (or eather)” as the medium for light waves.

    Length contraction and time dilation theories, motivated by experiments like the Michelson-Morley experiment. The electromagnetic theory of matter and how moving electrons might deform, foundational concepts in energy, heat, and atomic structure.

    Published Literature from Einstein’s Era

    Literature in the decades before Einstein focused on:

    Maxwell’s electromagnetic theory.

    Lorentz’s electron theory.

    Hertz, Kirchhoff, and Helmholtz’s works on electromagnetism and radiation.

    Röntgen’s discovery of X-rays, Thomson and Wien’s experiments, and Becquerel’s discovery of radioactivity.

    Attempts to reconcile experimental data with theoretical models for light, energy, and atomic processes.

    Einstein’s Solutions: Theory of Relativity

    In his 1905 papers, Einstein united disparate results into the special theory of relativity, introducing radical concepts: time dilation, length contraction, constancy of the speed of light, and the mass–energy equivalence 

    E=mc2 .   Later, general relativity replaced gravity as a force with space-time curvature.

    Experimental Plan Outline

    Collect and catalog pre-1905 physics literature relevant to Einstein’s research topics.

    Present key problems as framed in those works to different LLMs.

    Gather responses and reasoning from the models, limited only to knowledge available in the historical literature.

    Compare LLM solutions to Einstein’s theory of relativity (special and general).

    Assess closeness, originality, and gaps in LLM answers with reference to Einstein’s published solutions.

    Key Comparison Points

    Time dilation and length contraction: Did the LLMs deduce these concepts from historical sources?

    Mass–energy equivalence: Was  E=mc2  derived or suggested?

    Gravity and space-time: Were model answers limited to Newtonian or ether theories, or did any approach space-time curvature?

    Logical structure: Did any LLM echo Einstein’s method of synthesizing core principles:  (constancy of light speed, relativity of motion) in a new framework?

    This experiment will highlight the limits of historical literature and human reasoning at the time, as well as the potential of LLMs to recombine pre-existing knowledge into novel theoretical results.

    A reproducible literature collection protocol for Einstein’s physics topics should systematically identify, acquire, and document all primary and secondary scholarly works relevant to the problems Einstein addressed, especially those published before his major relativity papers.

    Protocol Overview

    Define Scope and Objectives

    Precisely delineate the physics topics worked on by Einstein (e.g., electromagnetism, light and ether theories, relativity, quantum phenomena).

    Establish a clear historical time frame (e.g., publications from 1850 to 1910).

    Set Inclusion and Exclusion Criteria

    Include primary literature (journal articles, books, letters) by major physicists of the era (Maxwell, Lorentz, Poincaré, Hertz, Planck, and Einstein himself).

    Exclude unrelated fields (chemistry, experimental biology) unless they directly relate to Einstein’s focus.

    Identify and Access Sources

    Use authoritative databases and sources: Annalen der Physik, Philosophical Magazine, Nature archives, Royal Society archives, and institutional libraries holding historical physics materials.

    Collect works in relevant languages (mostly German, English, French).

    Search Strategy

    Develop keyword lists for systematic searching: relativity, ether, Maxwell equations, Lorentz transformation, Michelson-Morley experiment, quanta, Einstein’s publications.

    Use catalog metadata and classification systems (e.g., Library of Congress, INSPEC physics database).

    Documentation and Verification

    Maintain a structured log with bibliographic information (author, title, publication year, source, abstract, digital access links).

    Note any duplicates, editions, translations, or historically significant reviews.

    Quality Control and Transparency

    Regularly update records to document search process, inclusion/exclusion rationale, and completeness.

    Archive all records in a publicly accessible repository or dataset to enable independent verification and reproduction of the process.

    Example Steps Summary

    Step Description Source [citation]

    Scope Define time period and Einstein’s physics topics 

    Criteria Set publication types, relevant figures, language limits 

    Search Use keywords; access historical databases 

    Log Record full bibliographic and access info 

    QC Archive protocol, allow transparency and audit 

    This approach ensures any future researcher can reproduce the literature dataset and validate the completeness and appropriateness of the materials selected for Einstein’s physics problem analysis.

    My comments:This inquiry does not aim to evaluate the current capacities of large language models to conceptualize emergent scientific paradigms or to actively propel the evolutionary process beyond Homo sapiens. Instead, it seeks to critically examine the epistemic distance between contemporary artificial intelligence and the prospective, arguably inevitable, horizon where such capacities may be realized, acknowledging the inherent limits of present understanding and technological development.

  • Bitcoin – Distribution of Wealth

    The difference between fiat money like the US Dollar and Bitcoin is comparable to the difference between the US Dollar and gold. The global supply of gold increases as new gold is mined, just as the mining process determines the supply of new Bitcoin. Like gold, people buy, hold, and sell Bitcoin largely in pursuit of capital gains. Today, cryptocurrencies are primarily viewed as investment assets rather than everyday mediums of financial transactions.

    Currently, the total value of Bitcoin in circulation is about 19.91 million BTC (≈ 1.6816 trillion USD). In comparison, the estimated above-ground stock of gold is around 216,215 tons, valued at approximately 23.5 trillion USD. Therefore, it is anybody’s guess as to how long it will take Bitcoin to become the most preferred way to be a store of value. Interestingly, 45% of the world’s gold is held in the form of Jewelry- a feat beyond the capacity of bitcoin.  This is because “ Gold is unbelievably beautiful” ( Why do we value gold? By Justin Rowlatt)

    As the ownership of gold is highly skewed, the same is true of Bitcoin. It is interesting to know that the highest ownership of Bitcoin as an individual is none other than Satoshi Nakomoto, an unknown person or a group of persons going by this pseudonym, who invented Bitcoin in October 2008. The total Bitcoin held under this name is around 1.1 million BTC, across 22000 wallets. The market value of this holding is around 93 billion dollar as on April 2025. The skewed distribution of this digital asset can be seen from the following table.

    BTC Holding AmountPercentage of AddressesPercentage of BTC in CirculationPercentage of Value in Circulation
    Up to 1 BTC98.19%7%7%
    1–100 BTC1.78%32.3%32.26%
    100–1000 BTC0.03%23.1%23.12%
    More than 1000 BTCnegligible (2,095)37.6%37.62%
    Total54,907,608 addresses / 19,848,413 BTC / 1.6816 trillion USD
    Top 4 addressesnegligible3.4%

    Source: https://paxful.com/university/who-holds-the-most-bitcoins

    Conclusion
    Bitcoin, like gold, demonstrates both its appeal as a store of value and its tendency toward concentrated ownership. While its future role in global finance remains uncertain, its distribution patterns suggest that Bitcoin is not unlike other scarce assets—valuable, but unevenly held.