Artificial Intelligence and Humanity’s Last Exam

From LifeArchitect.ai

For many in the Field of Artificial Intelligence (AI) the holy grail is the development of human-like Artificial General Intelligence, or AGI. This is postulated to be the level of AI where the machine can show human intelligence, not just algorithmic, heuristic or complex pattern-matching but having the ability to reason, think, analyze and create (even feel passion, love, despair?).

If an AI system can do that at the level of humans, collectively then we bestow upon it the degree of “AGI” – or Artificial General Intelligence. Lo we have created a machine clone of the overall collective intelligence of the human race! (Note we are not talking here about one human expert in one field who may not know much outside his area of expertise, but about the ability of humans to share, use and advance the knowledge obtained by everyone.)

The problem is that we need to create an objective test to decide whether we have actually reached AGI – something like a Turing Test proposed many decades ago to decide whether we are interacting with a computer or a human. We need to subject today’s systems at the forefront of AI, such as ChatGPT from OpenAI, Gemini from Google, Grok from XAi etc., to a rigorous exam to gauge their advancement toward the holy grail of AGI. And this is what researchers at the forefront of this field have tried to do. They devise problems in different fields, both scientific and artistic, to test the problem-solving ability of the system in new situations, where they simply cannot look up solutions on the Internet or blindly compute complex patterns on the corpus of human knowledge that is documented and available for reference. There are problem sets, such as, GPQA (Google Proof Questions and Answers) or MMLU (Massive Multitask Language Understanding) or HLE (Humanity’s Last Exam) and others, that give AI systems a score – a 100% score means that the system has reached AGI.

Depending on who you believe we are now beginning to see scores of more than 90%. AI systems today are so good that it is becoming very difficult for individual experts to give it a challenging exam.

AI and Math

Organizations such as Epoch AI for instance want to devise Math Problem Sets (that human experts find challenging) to test the Math abilities of AI. First the systems were tested on SAT exam questions – they easily solved those. Then they were challenged with questions from the International Math Olympiad (IMO). These questions are only solvable by a few experts in Mathematics and even the gold medalists score at a sub-50% level. The AI systems now greatly exceed these levels.

My friend, Ravi Vakil, a Mathematics Professor at Stanford is currently President of the American Mathematical Society (AMS). Under his leadership a subgroup at AMS, called Advisory Group on AI in Mathematics, is being reinvigorated.

He, and a select group of mathematicians, who recently met in Berkeley, are now busy devising harder and harder exams for AI. The pace of advancement in AI being able to solve these problems is staggering. An optimist at heart, I made a wager with Ravi that AI will be solving problems like the Riemann Hypothesis within the next five years. He doesn’t believe that will happen. If it does he will owe me lunch!

ASI – Artificial Super Intelligence

It is now believed by the AI community that the improvement in AI is not going to stop at AGI. The next step is superhuman intelligence or ASI. These are systems vastly superior to humans – a human cannot compete. It will be like a human grandmaster playing chess with Super Grandmaster AI. The human will lose almost 100% of the time. At this point we will not be able to give AI meaningful exams. If you want to test the chess superintelligence of a Chess-playing ASI system the problems will have to be devised by ASI itself. This same thing is coming into being for other areas of human learning and cognition.

Grok -4

This week XAi, a company launched less than two years ago by Elon Musk, released their latest version of an AI System, called Grok 4. The announcement of its release was accompanied by a demonstration of its prowess, and it was impressive indeed. Grok 4 is being tested on Humanity’s Last Exam (HLE), the best questions that humans can formulate to test an AI system. After that no human or humans collectively will presumably be able to devise imaginative enough questions to test AI systems which will have reached ASI. Grok 4 now, it was claimed at the release, can outperform the best Ph. D.’s in every field! Just think about what that implies – it can do better than the best Physics Ph. D, the best in Math, Biology, Architecture, Psychology, Humanism, Ethics etc. through a collaborative bunch of domain expert AI Agents. This could just be hyperbole accompanying the release, but the developers certainly seemed confident that it is inevitably soon to come. In my opinion it doesn’t matter if an AI system beats a Ph. D. – even if it becomes a knowledgable multi-domain expert it is very impressive.

Please watch this video from Peter Diamandis, a known and respected futurist:

In the next year or so, (again this is a claim from the developers) Grok 4 is expected go beyond simply reflecting known knowledge – it will advance to creating new science, new cosmological models, new insights into biology, genetics, diseases, evolution, quantum computing, encryption, space exploration and the like. It will devise new strategies for advancing science, waging war and advancing social, business and governmental roles for human peace and prosperity – that at least is the hope. ASI will hopefully be a tool still in human hands, and it is humankind’s dream that our collective good nature will prevail, specially in an era of unimaginable prosperity possible through ASI. We will train AI as we train our own next generation of kids, with values, virtue and collaborative goals for the betterment of humans.

Grok 4’s release, and its claimed abilities to solve complex problems at a high level of expertise, is indeed a watershed moment for AI. Tesla has already announced that it will integrate Grok 4 into their cars, as a voice assistant to intelligent mobility issues beyond Full Self Driving, and as an intelligent companions while “driving”.

I feel exhilarated, if a bit wary, to be a witness to this coming new Wave!

Posted in Artificial Intelligence, Cosmology, Current Events, Education, Electric Vehicles (EV), Evolution, Innovation, Math, Medicine, Money, Philosophy, Politics, Science, Uncategorized | 2 Comments

Celebration of the First Images from a Remarkable New Telescope

On Monday earlier this week (June 23, 2025) I was lucky to be a specially invited guest to a “reveal party” by Stanford’s Kavli Institute for Particle Astrophysics and Cosmology (KIPAC) as they unveiled their very first images from an amazing telescope. This telescope, ten years in the making, just deployed at the Vera C. Rubin Observatory, high in the mountains of Chile and is set to map the Southern Hemisphere sky in exquisite detail.

Stanford Provost, Jenny Matinez, welcoming us to the Party

Its 1.7m-long, 3,200-megapixel camera—the biggest digital camera ever built—has an enormous field of view, equivalent to an area of sky covered by 45 full Moons. Yet, even though it covers such a large swath of the sky, it has pinpoint resolution. Each picture is capable of being zoomed in by 400 times and still remain as sharp as an HDTV! The telescope is highly maneuverable and its images will cover the entire Southern Sky every 3 days. Over 10 years it will cover the sky many times and will provide a moving composite of many changing or fleeting objects such as Asteroids or exploding Novas.

We were shown images from this camera taken that very morning and the team at KIPAC was still gasping at the stunning pictures. Already the camera had revealed over 2000 new objects in the sky previously not seen. Risa Wechsler, the Director of KPAC, and virtually all her faculty and researchers were there and told us how they expect this telescope to impact the future of Physics and Cosmology.

Risa Wechsler, Director of KIPAC, hosted the party and gave us some personal insights. In the background were researchers from the Chile Observatory live to  answer our questions.

The telescope will be able to take an image every 30 seconds and it will use machine-learning algorithms to automatically locate the best places to point the camera every night. Over the course of a decade, each point in the sky will be photographed around 800 times.

Below is a video image showing the Zoom capabilities.

Each image can be zoomed like a huge telephoto lens and can capture billions of objects (some almost as old as our universe itself and not seen in this detail ever before).

It was a great celebration highlighting our relentless human quest to understand the Universe and our place in it. Do these galaxies have any idea that some sentient beings on a remote planet are actually peering at them, marveling at them and charting their evolution?

To paraphrase Prospero from Shakespeare’s Tempest: This is the stuff that dreams are made of!

Posted in Uncategorized | 1 Comment

The 1947 Partition Archive – Preserving a Crucial Period of Indian History

More than a decade ago Dr. Guneeta Singh Bhalla started a remarkable project. Its mission was to document and preserve eye-witness accounts from people that were affected by the 1947 Partition of India.

The partition of India was the most consequential and brutal event that looms over South Asian history. It has affected the destiny of two billion people. Over 6 million people were displaced and perhaps a million died in this colossally inept last act of British decolonization. The aftershocks have festered ever since and the eventual human toll is still to be tallied.


One Indian historian wrote that for Indians the Partition was the most important event of the 20th century compared to which the Second World War should be thought of as a mere European Civil War. Yet volumes have been written scrutinizing every aspect, every human story or recollection from WWII. By contrast very little is written about the Indian Partition and that history has stayed largely in oblivion.

Now, under the painstaking and meticulous scholarship of Guneeta Bhalla and her colleagues, The 1947 Partition Archive has been diligently piecing together a lived history of this era. She and her team have conducted and recorded in person interviews with tens of thousands people who have lived through the horrors as well as the humanity of this period, the fiery birth of two countries carved carelessly and violently by an exhausted and uncaring colonizer. There are heart-warming as well as gut-wrenching stories – history being recorded before those who lived it are no more.


I have been fortunate enough to support Guneeta Bhalla’s dedicated work. She has published and guardedly circulated the book “10,000 Memories, The Lived History of Partition” – guarded because the Partition is still a delicate subject for many. Emotions run high and religion-based animosity to lived truths and opinions remains.

Guneeta is working tirelessly to build the Archives databases and work in conjunction with Universities and Libraries to illuminate this important chapter of history and to preserve stories from eyewitnesses before they are all gone. She is building an invaluable resource for future historians and researchers.


Unfortunately under the current environment her budgets are being severely restricted by the US Government. She is still soldiering on, working on shoestring funds and raising money from private donations. I have been very impressed, have funded many aspects of her work and strongly endorse her.
Her website is here


https://1947partitionarchive.org/mission/


I would urge all who would like to be a part of this continent-spanning, meticulous chronicling of Indian History to visit her website, attend some of her outreach events and donate to keep it alive. She is soldiering on with scarce resources but unlimited passion and hard work.

Posted in Current Events, Education, History, India, Innovation, Money, Photography, Politics, Religion | Leave a comment

India’s “Tesla” and a CEO to Rival Elon Musk

 

Bhavish Aggarwal, CEO of Ola Mobility Pvt. Ltd, on the roof of his new Gigafactory

Bhavish Aggarwal, CEO of Ola Mobility Pvt. Ltd, laying out his green vision from the roof of his new green Gigafactory in Tamil Nadu

Is this really happening? In India of all places? I have to share an unbelievable story with you. (The Western media seldom reports such momentous developments from India, so it’s likely you haven’t heard about this). It is a story about a green future for our planet being set in motion by a charismatic Indian entrepreneur.

On 10:39 am, September 15th, less than two weeks ago, Bhavish Aggarwal, the 35-year old CEO and co-founder of Ola, made a breathless announcement on his Twitter feed:

The Floodgates to the Revolution are truly open! We’re selling 2 scooters every second! India is rejecting Petrol and choosing Electric!

In just 12 hours his company sold 80,000 electric scooters worth 8 billion Rupees ($110m). The number of scooters sold topped 110,000 in the next 12 hours, at which point they closed further orders until November 2.

Scooters, or more generally, 2-wheelers (which include motorcycles, scooters and mopeds) are very popular in India. 20 million are sold every year, all “very dirty and dull” according to Bhavish. He plans to replace them all by 2025 with his chic, safe and non-polluting electric ones.

[The company, which I’m calling Ola for short, started out as Ola Cabs, a ride hailing Indian start-up competing with Uber. It has now broadened into a mobility platform with an ambitious vision to electrify all Indian transportation, starting with electric scooters. The subsidiary, Ola Electric Mobility Pvt Ltd., has finished phase I of setting up the world’s largest electric 2-wheeler plant with a capacity of 2 million scooters a year, growing to 10 million/year in a few years.]

They sell two models, the S1 (Price: $1350) and the S1 Pro ($1700), with eye-popping specs. The range of up to 180 Km (110 miles) is enough for a week’s worth of mobility for typical urban  driving in India. Charging time is 6 hours with a supplied plug and Ola is planning a solar powered “supercharging” network in all the big cities which can charge up the scooter in 15 minutes. The electricity required for a full charge (3 – 4 units) is extremely low – about the same as running a window air-conditioner for two hours.

Fully charging these scooters costs 30 -40 cents! Great, non-polluting, urban mobility for less than half-cent per mile! They are offered currently in half a dozen cities in India.

The ten sexy colors of Ola’s electric scooters

Not only that, they are spiffy: o- 40 Km/hr in 3 seconds, and sexy: handsomely styled and available in 10 artistic colors to make any fashion statement you like. They are quiet and feature a modern sound system that, it is claimed, will surround you with whatever mood you want.`

 

Check out this video ad featuring the CEO Bhavish Aggarwal himself, bursting with passion and his vision to transform transportation. It is an ad, yes, but so mesmerizing – you must see it to appreciate this company. The Ad is a few months old, and since it was aired, Phase I of the scooter manufacturing plant is complete. The pride of the CEO in his country and the positivism of his vision come through.

The Factory

The Ola FutureFactory as of August 15. Phase I is complete and production of electric scooters has begun.

The plant is named, Ola FutureFactory. It is in the state of Tamil Nadu in India and is patterned like a Tesla Gigafactory. Some amazing aspects of this factory:

  1. The world’s largest two-wheeler factory! A Giga-factory to be.
  2. The most automated in India: around 5000 robotic machines will be deployed. See video of this amazing manufacturing here
  3. 10 million two-wheeler production, when Phase II is complete. One of many phases envisioned.
  4. Will create 10,000 new jobs despite high automation, in house developed AI, and next generation Industry 4.0 Technology. The pictures of the factory floor resemble Tesla-esque automation.
  5. It is part of Ola’s vertically integrated planning: owning the entire EV (Electric Vehicle) value chain. Ola has designed and engineered everything in house, and it will manufacture its batteries, motors, charging stations, and motor controllers. It develops all the software that powers these scooters. The plant will house a separate battery manufacturing unit. Currently batteries are imported from S. Korea, I believe.
  6. Will eventually serve as a global manufacturing hub for a range of two-wheelers that will be exported to international markets, like UK, Latin America, Australia and New Zealand.
  7. Ola plans to evolve rapidly from two-wheelers to cars, vans etc.
  8. Eventually green. Ola claims there is 100 acres of forest surrounding their 500-acre site. Manufacturing operations will be powered in part by solar energy. The company aims for a carbon-negative footprint overall.

Perhaps the most remarkable aspect of this factory is that it will be staffed entirely by women!! This is mind blowing – obviously the CEO, Bhavish Aggarwal thinks outside the box.

Bhavish Tweets about an all-women factory!

Watch this video to get a sense of this.

Women as part of the Ola revolution!

When he was asked whether  Ola is the Tesla of India, Bhavish Aggarwal remarked, “No, it is the Ola of the World!”

India expects the EV market to reach over 6.5 million vehicles/year by 2030 according to IESA (India Energy Storage Alliance). That is probably an underestimate, given that Ola alone aspires to produce 10 million electric scooters a year.

Isn’t it great that a home grown company is helping India get there while deploying a vision of sustainability and inclusion!

 

 

 

 

Posted in Current Events, Electric Vehicles (EV), Emerging Markets, Fun, Green Energy, India, Innovation, Investing, Money, Politics, Solar Power, Venture Capital | 6 Comments

Amazing Good News from India on the COVID Front!

Shekhar Gupta, a commentator for the newspaper, The Print, talking about India’s COVID turnaround and also about India’s role in the new geopolitics of South Asia

There is amazing news from India!

Good news from India is remarkably scarce of late, particularly in the Western media which is continuously bewildered by the superficial chaos of a very, very messy democracy with rampant, visible poverty, noisy sectarian uprisings and terrible governance. Add to that a divisive nationalistic leader and you have perfect recipe for liberal commentators to be brutally critical of India.

In March India had hit rock bottom. A sweeping tsunami of COVID hit the country. India had been complacent, as it had been relatively spared a catastrophe at the height of the First Wave. The number of Indians vaccinated was in the single digits. People moved freely without masks in misguided political rallies and in mass gatherings, such as the one for the Kumbh Mela, where tens of millions congregated for the major Hindu pilgrimage and festival.

A “Second Wave” of  COVID struck! We saw pictures of devastation – overflowing hospitals, people dying on the streets, and unending video footage of burning funeral pyres. It looked bleak indeed – India was shut down. The economy, already crippled, was once again in a free fall and the misery was unimaginable. Officially 400,000 deaths were reported by the Government but foreign and private media talked of a toll 5 – 10 times worse. Confidence in the country’s ability to govern itself and deliver basic services to the people was so low that we heard predictions of an existential collapse of the country.

But India has engineered an amazing turnaround! (Please see this excellent video commentary by reporter Shekhar Gupta of The Print newspaper). By the way his numbers are in Crores, which is used in India to denote 10 Millions. So 63 crores is 630 million.

As of the end of August India has completed 653 Million vaccinations – the largest of any country on earth. Last Friday 10.3 million people were vaccinated in a single day. Here are some astonishing statistics:

  • 50% of all eligible adults in India have been vaccinated at least once as of August 30th. It was single digits four months ago.
  • India plans to produce 1.25 billion doses of vaccine in the next four months to the end of this year!
  • In June the Government of India told the Supreme Court that it plans to do 1,350 million vaccinations from August to December this year, A stunning number that caused some incredulity in the press. Now India is well on the way to achieve this goal.
  • The logistics for doing this are mind bending. India has deployed 42,000 inoculation centers – mostly government but many private – around the country. Many centers are mobile and medical workers travel from home to home or village to village to provide the jabs. They hand carry portable freezers full of thousands of doses of mostly Indian manufactured vaccines that are rugged in the sense that they don’t require extremely low temperatures.
  • There is very little vaccine hesitancy in India. The people respect science and medical workers coming to their villages with medicines and jabs is not unusual for them. India has seen much success in eradicating diseases like small pox and polio through mass vaccination efforts.
  • All available vaccine doses – 250 million in September, 300 million in October and rising from there to over 400 million in December will be eagerly consumed.
  • By the end of this year anyone in India who wants to be vaccinated will be vaccinated – a virtually universal vaccination rate for the country of more than 1.3 billion people!

This turnaround will have a much needed salutary effect on all aspects of India’s rebound – economic and geopolitical. Its economy will normalize and, unless some horrible mutation happens, we can expect no Third Wave. Even if COVID persists in an endemic ever-mutating state India has developed world class technology to be at the cutting edge of vaccine innovation and delivery. In the quarter ended June 2021 the Indian GDP had a V-shaped recovery even though COVID was still raging, and economic observers are optimistic that with COVID behind it India can grow even faster for many following quarters.

 

 

 

 

 

 

Posted in COVID, Current Events, Emerging Markets, Healthcare, India, Innovation, Medicine, Money, Science, Uncategorized | 4 Comments

How Will We Pay for It? Modern Monetary Theory and the Deficit Myth

Modern Monetary Theory and the Deficit Myth

Screen Shot 2020-05-23 at 5.22.20 PM

Stephanie Kelton, Economist and Advisor to Bernie Sanders, has written about the Deficit Myth and Modern Monetary Theory

There is a fascinating new economic insight emerging that is changing the debate over government spending and “deficits”. It’s called Modern Monetary Theory and one of its vocal proponents is Stephanie Kelton, who was Bernie Sanders’ economic advisor during his presidential campaign. She has a book (to be released June 8, 2020) called the Deficit Myth which lays out the concepts behind Modern Monetary Theory.

It is a concept of wide-reaching implications and is becoming increasingly embraced by serious economists and policy makers. It’s still quite a novel and counterintuitive idea and if you haven’t heard about it you will undoubtedly be bombarded with it soon, specially as the coronavirus epidemic puts new pressure for government spending for vital public needs.

Screen Shot 2020-05-23 at 5.06.23 PMIn essence Modern Monetary Theory (MMT) says government deficits are not necessarily bad. Since our government has the authority to “print” money it cannot go bankrupt. In this way the government is not like a household which must balance its income with its expenditures. We shouldn’t even label the gap between taxes and public spending as a “deficit”. To the economy at large, such as  the American households, the small businesses, the NGO’s, the corporations etc.  the extra spending by government means a surplus. So the deficit is really a surplus when viewed from the point of view of the actual economy.

Yes, the government can overspend, but that can’t result in bankruptcy The accumulated debt is NOT something we are leaving for our children to repay –  the only possible harmful side effect is inflation. 

But here’s the key insight: as long as the spending is for useful purposes, and as long as there is a slack in the economy   (i. e. surplus capacity to produce goods and services) the government deficits will not produce inflation. In effect we can get a big stimulus, a huge boost to stir up jobs, build the infrastructure, provide healthcare, clean up our environment, develop new technologies and make education affordable without constraints on how to pay for all these things because we do not have to balance government expenditures with taxes. We might be constrained by resources to do all this: manpower needed, skills needed etc – there is an upper speed limit to how fast we can produce new highways, new services, new education, new technologies etc. If we outrun these resources we will create inflation as stimulus money will be wasted in non-productive activities.

But the good news from Stephanie Kelton (and others) is: we are nowhere near capacity in the US; there is plenty of surplus resources not used. Even before the COVID-19 induced economic slowdown we could easily spend $500 billion to a $1 trillion more per year in “deficits” without any overheating of the economy. Now with 30 million (and more) people out of work there is a huge slack in the US economy. Redirecting these idle resources into rebuilding America should not be constrained by a fear of deficits.

Here is a quote from Stephanie Kelton in a recent Bloomberg article:

The claim that deficits are a sign of overspending is just one myth distorting the national debate about the deficits. Liberals as well as conservatives have argued that the trillion-dollar deficits the U.S. is projected to run, beginning as early as 2022, are putting America on a dangerous and unsustainable path. Distinguished economists on both the left and the right have warned that a debt crisis is coming, and that we should act sooner rather than later to deal with our looming budget problems.

Both sides have this wrong. This is not a trivial complaint. Myths and misunderstandings about budget deficits distract from the many legitimate challenges facing our country and leave us poorer than we could otherwise be. 

Here’s a YouTube video of a lecture on MMT by Stephanie Kelton. Worth seeing as she goes in some depth.

 

Implications For Us Today

What does this mean as we reel from the impact of the health crisis?

The coronavirus has shone a very unflattering light on the U. S.. The picture is not pretty.

We see grotesquely lit, in front of our eyes, something that was lurking in the shadows: a country whose public institutions have been allowed to rot; where not only the poor, but  much of the middle class lives one paycheck away from choosing between paying rent or eating, and where the infrastructure is worse than many of the poorest countries. Now more than ever we need an epiphany – a Roosevelt like New Deal to rebuild our fractured society from the bottom up, and to undo decades of deferred maintenance on our infrastructure and our institutions.

Bernie Sanders and many in his camp (like Alexandria Ocasio-Cortez, Ro Khanna, Elizabeth Warren and Ed Markey to name a few) saw the hollowing out of America even before the COVID-19 crisis. They have been suggesting urgent action, what they call a Green New Deal (GND), a very audacious program to bring our country’s backbone into the 21st century while solving the issues of middle class poverty and alienation. Their New Deal for America contained a very bold re-prioritization of our economy:

  • A massive overhaul of our infrastructure into the 21st century: roads, ports, sewers, utilities, green tech, intelligent grids, solar and wind power to replace fossil fuels, zero emission housing and factories etc. Non-exportable, decent blue collar jobs would be created in the private sector to rejuvenate the rust-belt rot and the globalization-induced job losses. The America Society of Civil Engineers estimates a deferred maintenance in our infrastructure to be $4 Trillion. Fix this backbone and you might get a 100-fold  return on your $4T, as we did in the original New Deal.
  • Healthcare, paid for the government (like Medicare) but possibly delivered via the private sector, for all people living in (or visiting) the U. S. Healthcare to be enshrined as a fundamental right and value of our society.
  • Free college education for all who want it. Forgiveness of existing college debt.
  • Rebuilding of our public institutions to provide a public-private partnership in enhancing the efficiency and resiliency of the country. Strengthening of Institutions like the CDC, EPA, DARPA, FEMA, Energy Department etc. that reduce risk to society. (By the way to get a better flavor for the benefits of reduced societal risk please read the excellent book by Michael Lewis, The Fifth Risk. I promise you won’t be able to put it down and will learn a lot.)

Not many argued against the benefits of doing this but the question most persistently asked was: How are you going to pay for it? The question was not answered well: I winced as Bernie Sanders and Elizabeth Warren, the presidential candidates, stammered defensively every time the question was asked.

We’ll tax Wall Street, they said.
Corporations have made obscene profits, they must pay, they avowed
A wealth tax on the rich, they offered.

And these, of course, were non starters. We are talking about large amounts of money, something like 15 Trillion dollars over 10 – 15 years by some estimates. Give or take. (Although to put this in context it is about 3 – 5% of GDP over 10 years.).

Bernie and his ideas scared many. The Green New Deal was considered pie-in-the-sky, wishful thinking, pollyana-ish. The Democratic Party got scared and acted to make sure he would not prevail. To be fair he did not explain it very well in MMT terms. It’s possible he did not grasp the full impact of his advisor, Stephanie Kelton’s views. It must have sounded too good to be true – naively interpreted she says: spend as much as you want without any negative consequences! Had we learned the lesson from the subsequent coronavirus health disruption, we would have realized that the costs of social catastrophe are even larger when fundamental well being is neglected.

So how would we pay for all the projects of the Green New Deal? Would we raise taxes; would we run ruinous “deficits”; would we leave our children with unsustainable debt?

That’s where MMT comes in. It teaches us that that the debate is not about how we’ll pay for it but about what we should do and how to design and implement a practical plan that serves us to become strong and prosperous. The Green New Deal was the start of the debate. Maybe we can all join the debate, and fine tune the ideas in the plan and embark on a rejuvenation course with new vigor.

If so the coronavirus emergency will have taught us a valuable lesson and we will be stronger for it.

 

 

 

 

 

Posted in Current Events, Education, Green Energy, Healthcare, Innovation, Investing, Money, Philosophy, Politics, Science, Solar Power, Uncategorized | 19 Comments

Did a Huge Volcano in India Help kill off the Dinosaurs? A Fun Journey to Search for the Answer!

 

DeccanBlog - Ghats

The Scenic “Ghats” in the Deccan Plateau in Maharashtra

In December I got a phone call from a friend, Mark Richards, inviting me to join a small team of researchers on a trip to India. He said we would be looking for clues to the mystery of the extinction of the dinosaurs 66 million years ago.

It was an offer I could not refuse, and, indeed it proved to be an expedition of great adventure and learning – learning about how geologists, paleontologists and other scientists collect data and use modern scientific techniques to piece together interesting aspects of the earth’s history.

A Little Background

What killed the dinosaurs? It is now widely accepted that it was a large extra-terrestrial object (a meteorite or comet) that hit the earth 66 million years ago. The object was as large as a big city and came crashing into the earth at a speed of 30 km per second – so fast that it went through the earth’s atmosphere in a fraction of an instant. It pulverized the rocks constituting the earth’s crust where it hit, and penetrated all the way into the magma, creating fierce supersonic shock waves with the energy equal to millions of times the Hiroshima nuclear bomb. The rocks then rebounded violently throwing ejecta all over the earth. The ejecta included fused rock that had vitrified into glassy spherules called tektites.

The person most responsible for piecing this story together from the geological evidence is Walter Alvarez, Professor of Geology at UC Berkeley. He has written a beautiful book, T-Rex and the Crater of Doom,  which I urge you to read. It is a page turner, an evocatively written scientific thriller, as Alvarez uncovers unmistakable evidence of the meteorite hit and finds its traces in the rocks around the earth. He then goes on to actually find the (then unknown) meteorite crater in the Yucatan peninsula in a triumph of scientific inference and painstaking geological exploration.

My Book Club fellow-member and friend, Mark Richards, now a Provost at the University of Washington, has been a Professor of Geophysics, University of California, Berkeley since 1994. He had induced us to read the book and later he introduced me to Walter Alvarez. I ended up funding a Ph. D. student (a paleontologist called Robert DePalma) who had made a remarkable find in North Dakota. and now has published some paradigm shifting papers. If you are curious about his findings read this  very informative article in the New Yorker.

Does the Meteorite Explain Everything?

However questions still remain about how exactly the dinosaurs met their demise. The precise mechanism by which billions of dinosaurs and other species vanished forever is still not known – it takes a lot for abundant, well-adapted, dominant species inhabiting all of the niches of the earth for over a hundred million years, to go extinct. Paleontologists and evolutionary biologists are still making models to try and explain numerically how this could have happened from the aftermath of the meteorite hit.

One possible scenario has to do with a massive volcano eruption in India. 

The Deccan Traps and our Area of Travel in India

The second largest volcanic eruption in earth’s history occurred in India   – it lasted for a million years, and the lava flow created the entire Deccan plateau plus nine times the volume of the Deccan which is beneath the Arabian Sea. More than 500,000 cubic kilometers of lava was released – a small continent’s worth! By contrast the Mount St. Helens eruption was only about 1 cubic km. The basalts from this flow are called the Deccan Traps. The volcanic eruptions started before the meteorite impact, so were not initiated by it, but they went on for a long time after the impact. Some geologists believe that the meteorite hit was so severe – it caused a global earthquake of magnitude 11, according to a paper by Mark Richards – that it loosened the pathways of lava flow, making them substantially more voluminous and releasing life-destroying noxious gases, such as Sulfur-di-oxide that enveloped the earth for a long time. According to these geologists this was a contributing cause of the mass extinction.

Trip to the Deccan Plateau – January 2020

One such scientist, who was part of the team that I joined last month on the trip to the Deccan Ghats, is Paul Renne, Director of the Geochronology lab in Berkeley – a world class facility with state-of-the-art dating of rocks.

Above is a video of Paul Renne at an outcrop near Polladpur, Maharashtra. Paul has demonstrated that the rocks here are 66 (plus or minus 1) million years old and we are looking at lava deposits from before and after the meteorite hit, 66 million years ago. The “Polladpur” Formation on top (Post K-T boundary) represents a flood of lava, he believes was loosened by the meteorite impact. This released toxic gases in copious quantities causing mass extinction.

Paul uses Argon-Argon dating to very precisely determine the age of the Deccan basalts. He brought along his Ph. D student, Ande. Mark, Paul, Ande and I were also joined by Professor Kanchan Pande, a senior professor and  geologist at IIT Bombay, who acted as our host and directed us to interesting sites and outcroppings straddling the dinosaur extinction geological boundary (known as the K-T boundary).

Paul, Ande and Kanchan drove more than 3500 km in the Deccan ghats and collected upwards of a thousand kg of rock samples for shipment to Paul’s lab and Ar-Ar dating.

IIT Bombay Sam[ples

At IIT Bombay: Ande, Paul Renne, Kanchan Pande and Mark Richards with bags of rock samples for shipment to the US.


Mark and I joined them for more than 1500 km driven over 6 days. I got to witness the process by which interesting rock candidates are identified and also to help in chiseling out samples!

It was a fun trip. The ghats are very beautiful – they make a rugged landscape of weathered plateau and deep sinuous river valleys. It was a pleasure to traverse this landscape and to sample some of the small towns, with their great food and welcoming local hotels.

Here are some pictures including our visit to the Sula winery in Nashik, 200 km north of Mumbai.

 

 

 

 

 

 

 

 

Posted in India, Photography, Science, Travel, Uncategorized | Tagged | 16 Comments

India – An Unhappy Country!

INDIA-RELIGION-HINDU-KUMBH-MELA-MODI

Prime Minister Modi of India

A recent issue of the Economist magazine (March 27, 2019) has an interesting article titled, Economic Growth Does Not Guarantee Happiness. In this article the results of a self-reported Happiness Index are reported over the last ten years. The index goes from 1 to 10 with 10 being the happiest and 1 the unhappiest. The median of 80 countries with populations over 5 million is about 5.6. There are only 10 countries below an index of 4.0

It turns out that the general rule is that as a country prospers economically (as measured by the Gross Domestic Product (GDP) per capita) it tends to get happier. But there are many exceptions: The US for instance has done economically well over the past ten years but its Happiness Index has declined from 7.4 to 6.8.

The country that shocked me the most in this survey was India. Its GDP per capita has gone up 80% in the last 10 years, but its Happiness Index has plummeted sharply! It has gone from a 5.1 to a dismal 3.7. In fact there are only 6 countries out of 80 that are unhappier than India, countries like Rwanda, Afghanistan, Zimbabwe, Haiti and Burundi. Here is a chart that shows the relative movement of the Happiness Index in the last 10 years for India and China vs the Rest of the World:

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China which was less happy than India in 2008 has increased its Happiness Index to above 5.0, while India has declined precipitously.

India’s decline has been the sharpest in the last five years – the period of Modi’s leadership as Prime Minister. Modi came in with much fanfare, and in fact India saw a brief uptick in perceived happiness because of high expectations. But he has less than delivered. Slogans and hype have replaced concrete actions. His nationalistic fervor and vows to strengthen India in a tough neighborhood have been hollow.

India has been unable gain relevance in a world where China is unabashedly circling it with footholds in Pakistan, Sri Lanka, Nepal, Bangladesh and the Maldives. One even wonders whether the much touted 7% growth in GDP is smoke and mirrors as many economists have contended.

Here are the Happiness Indexes of the countries neighboring India.

Pakistan —- 5.7. (Higher than China)
Bangladesh — 4.4
Nepal —— 4.9
Sri Lanka —- 5.1
India —   3.7

Do go this link and read the full article.

 

Posted in Current Events, Emerging Markets, India, Money, Philosophy, Politics, Travel, Uncategorized | Tagged , , , | 2 Comments

Modern Day Physics and the Vedic Hymn of Creation

 

Guth and Ashok Breakthrough Conf

With Alan Guth, Nov. 5

I ran into Andrei Linde a couple of weeks ago at the Breakthrough Awards* Symposium at Berkeley and engaged with him in a fascinating debate at dinner afterwards. Andrei Linde is a world renowned Theoretical Physicist and Professor of Physics at Stanford University. In 2004 he received, along with Alan Guth, the Gruber Prize in Cosmology for the development of inflationary cosmology.  In 2014 he received the Kavli Prize in Astrophysics “for pioneering the theory of cosmic inflation”.

 

Andrei Shamit at Tamarin

Having Lunch with Andrei Linde and Shamit Kachru of SITP (Stanford Institute of Theoretical Physics)

Andrei is a deep thinker, a pioneer in setting radical directions in science, and an engaging speaker with a great sense of humor. We talked in general terms about his work and where physics stands today – at the cusp of a paradigm shift, a new understanding of the way in which the universe works.

To my surprise, Andrei said he has always been inspired by Vedic thought and the profound ideas expressed by the ancient Hindus in contemplating the universe, how they were constantly speculating about its immutable laws and  subtle interconnectedness – the oneness or non-duality of seemingly differentiated things.

Andrei’s invoking the Vedas made me look up the beautiful Hymn of Creation in the Rig Veda, which is much celebrated and has always been one of my most beautiful pieces of ancient Hindu poetry:

The Vedic “Hymn of Creation
Then even nothingness was not, nor existence,
There was no air then, nor the heavens beyond it.
What covered it? Where was it? In whose keeping?
Was there then cosmic water, in depths unfathomed?
Then there was neither death nor immortality
nor was there then the torch of night and day.
The One breathed windlessly and self-sustaining.
There was that One then, and there was no other.
At first there was only darkness wrapped in darkness.
All this was only unillumined cosmic water.
That One which came to be, enclosed in nothing,
arose at last, born of the power of heat.In the beginning desire descended on it –
that was the primal seed, born of the mind.
The sages who have searched their hearts with wisdom
know that which is kin to that which is not.And they have stretched their cord across the void,
and know what was above, and what below.
Seminal powers made fertile mighty forces.
Below was strength, and over it was impulse.But, after all, who knows, and who can say
Whence it all came, and how creation happened?
the devas (gods) themselves are later than creation,
so who knows truly whence it has arisen?

Whence all creation had its origin,
the creator, whether she/he fashioned it or whether she/he did not,
the creator, who surveys it all from highest heaven,
she/he knows – or maybe even she/he does not know.

 

 

Cosmologists today believe that the net energy in the Universe is zero! However, because of quantum fluctuations, a perfect zero state, such as a vacuum cannot exist. Matter (and antimatter) blinks in and out of existence. The universe exists – emerging out of nothing, which has seeds of non-nothing!

Also, the vacuum itself has a small but fluctuating “dark energy” which powers the waxing and waning of space-time. How well this is captured in the Vedic Hymn! Even nothing was not.There was neither existence nor non-existence! How can both existence and non-existence not be? That’s a head scratcher!

Well, we have a very similar concept at the  heart of modern physics and cosmology – the vacuum is unstable, constantly jittering, and space-time at minute scales is frothy. It does not quite exist or non-exist. (Most physicists today go beyond Einstein’s space-time as a fundamental construct. The basic “reality” is quantum at the very core of being – a pulsation of possibilities at tiny scales – that gives rise to space-time as something derived, not fundamental).

The Creation Hymn takes on a deeper meaning. I’m sure that the Vedic intellectuals did not understand quantum theory as we know it today – as an experimentally verified, quantitative science with profound implications. But they had a sense of some overriding cosmic truth that unified all creation and pervaded everything at the minutest scale. (The Planck length?)

Also note the delightfully doubt-provoking last stanza.

Whence has the Universe arisen? The creator, who surveys it all from highest heaven,
only she/he knows – or maybe even she/he does not know! 

Wow! No absolutism here. No fundamental declaration of an almighty Creator, omniscient, omnipotent,  separate, ruling over what He created. God, instead, is not a  omnipotent  creator, separate from the created, but a part of it – undivided, non-dual (advaita in Sanskrit) and subject to all its uncertainties and unknowabilities.

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This kind of thinking is being reflected in modern physics more and more, as the central question asked incessantly these days is: Why is there anything at all? Why is there something rather than nothing?  Check out the science of this in this youtube video if you want to see a thought-provoking  presentation of the World Science Festival on this.

Could it be that nothing and something are dual aspects of each other? So you can only have both in a well posed understanding of our Universe. It’s a stunning insight – something that the ancients somehow sensed!

*ABOUT THE BREAKTHROUGH AWARDS AND SYMPOSIUM
Stanford University, UC Berkeley and UC San Francisco jointly host the Breakthrough Awards Symposium each year. UC Berkeley held the daylong event of laureate talks and evening panel discussions on November 5th. Attending were giants of science and math, such as: Alan Guth, Steven Weinberg, Jennifer Doudna, ….  The discussions are inspired by the idea of big questions in science and technology. Sponsored by well-known figures in the tech industry such as Sergey Brin and Mark Zuckerberg, this year’s event was the seventh Breakthrough Prize Symposium to recognize the world’s top scientists by awarding prizes of $3 million to the recipients. It was my pleasure to attend, have dinner  and chat with these superstars.
Posted in Cosmology, Education, Evolution, Fun, Innovation, Math, Philosophy, Religion, Science, Uncategorized, Whimsy | Tagged , , , , | 4 Comments

A Magical Journey into Imagination, Art, Math and Whimsy!

 

Eames House.jpg

Last Sunday (November 19, 2017) we entered through the beautiful blue steel gates of the Eames house in Sonoma County and were immediately transformed into the magic of Charles and Ray Eames’ world of art, function, mathematics and whimsy. We were hosted by Llisa Eames Demetrios, Eames’ granddaughter, who herself is an artist and an accomplished sculptor, and her husband, Mark Burstein, who has a fantastic collection of Alice in Wonderland memorabilia. He has a tower full of books – tens of thousands of them – and other fun objects all related to capturing the imaginative writings, the mathematical undertones and the dreamlike artwork associated with Lewis Clark’s classic. One fascinating folio contained artwork by Salvadore Dali to annotate Alice in Wonderland.

 

Dali Page from Wonderland

A Salvadore Dali painting with mouse, walrus and other Alice themes.

Seen in this picture from Mark’s folio (which he doesn’t usually open for visitors because it is fragile and precious) is Dali’s beautiful illustration, alongside a California license plate about the Mock Turtle. Note the text printed in the form of a mouse’s tail and Dali’s swishy-tailed mouse in the picture! There are dozens of such stunningly beautiful Dali paintings in this book. Mark is full of passion for all things delightfully whimsical – he recited “nonsense” poetry by Ogden Nash and delighted in mathematical curiosities and lateral thinking – jumping from a set of ideas from one realm of learning to another seemingly unrelated one. His is a world of puzzles, adventures, Martin Gardner, surrealism and imaginative poetry!

 

We went there at the invitation of MSRI, the Mathematical Sciences Research Institute in Berkeley, which promotes this kind of wonderful thinking. Their Museion society membership is a great way to join their outreach and get invited to such functions. Llisa and Mark laid out a sumptuous lunch, gave us a leisurely tour of their premises and even showed us a nice video interview of Charles Eames, which they projected on the ceiling while we lay on cushions! All in all a treat for the mind and the senses.

I want to highlight one piece of beautiful artwork bringing together two fascinating mathematical curiosities.

  1. Knight’s Tour

Knight's Tour

Painting from the Eames’ Collection depicting a knight’s tour – starts at 1 and ends at 64. Each square is visited once. It also represents a magic square!

The painting above shows a knight’s tour. What is a knight’s tour? It is a journey by a knight across the chessboard starting at a given point and traversing all 64 squares while visiting every square just once. Knights tours are a big mathematical curiosity and have only been partially understood, even today with modern computers. For a 8 by 8 chessboard trillions of  knight’s tours are possible. Knight’s tours can also form a closed loop – topologically a circle route through the 64 squares of a chessboard. There are more than 26 trillion possible closed tours!

Here’s an excerpt from the Wikipedia:

On an 8 × 8 board, there are exactly 26,534,728,821,064 directed closed tours (i.e. two tours along the same path that travel in opposite directions are counted separately, as are rotations and reflections). The number of undirected closed tours is half this number, since every tour can be traced in reverse. There are 9,862 undirected closed tours on a 6 × 6 board.

It has only been possible to calculate these numbers recently thanks to great algorithms developed by the likes of the legendary Don Knuth. So you can see that the knight’s tour is a fascinating problem. Incidentally there are no closed loops possible on an odd numbered chessboard e. g. a board with 7 squares to a side. Can you see why?

The ancient Hindus, who invented the earliest form of chess, were fascinated by the knight’s tour problem. In the 9th century AD a Sanskrit poem by Rudrata presents the knight’s tour as an elaborate metric composition, the “city-alankara”.

2. Magic Squares

Screen Shot 2017-11-26 at 3.18.43 PMThe second mathematical curiosity is the magic square. A magic square is an arrangement of the numbers from 1 to n-squared in an nxn matrix, with each number occurring exactly once, and such that the sum of the entries of any row, any column, or any main diagonal is the same. In the figure to the right we have 4X4 magic square with numbers from 1 to 16 arranged in a 4X4 pattern and each row, column and diagonal adding up to 34.

Magic squares, like knight’s tours, occur with great frequencies and form beautiful objects. It is possible to build a magic square of virtually every square size. Astonishingly they can also be made from such rarities as consecutive primes instead of consecutive numbers.  Prime number magic squares can be made of almost any square size, but consecutive primes starting with 1 is another matter. (1 is technically not a prime but is sometimes allowed for prime magic squares). Here is the smallest magic square with 144 consecutive primes starting with 1 (size 12X12). Only odd primes are used, it’s hard to include 2. (the Example is taken from Wikipedia, of course)

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3. Combining Knight’s Tour and Magic Squares

Putting these two great mathematical curiosities together we come back to the painting at the Eames’ home of the knight’s tour. Not only is it a geometrically pleasing traversal of the board by a knight, it is also a magic square! All rows, columns and diagonals add up to 260. Check it out.

Fascinating! This was one of many engrossing items at the Eames’ home and I feel lucky to have had a chance to sip from their magic fountain.

 

Posted in Education, Fun, India, Innovation, Math, Philosophy, Puzzles, Science, Uncategorized, Whimsy | 7 Comments