The Black Swan
At all times, knowingly or
unknowingly, we are exposed to a measure of risk. The key variables are twofold, likelihood and
impact. In general, we focus on mitigating risks that have a high likelihood of
crystallizing and which have a very high negative impact, either commercially
or in terms of people being harmed. Whilst all risks should be assessed, those
with a low chance of occurring and have minimal impact, are generally not priority
areas.
There is also a category of risk events which have a low likelihood of taking place but when there is an occurrence, the consequences may be catastrophic. These are the “Black Swan” events. The term “black swan” is Latin in origin, its oldest reference being found in the works of the Roman poet, Decimus Juvenalis’ who stated that "a good person is as rare as a black swan".
A rare stamp from Western Australia, issued circa 1854 depicting a Black Swan |
Former Options Trader, Nassim Nicholas Taleb developed on this ancient
expression and in 2007 authored a book entitled, “The Black Swan: The Impact of
the Highly Improbable”. In his book, Taleb proposes Black Swan Theory, which
encompasses his thinking on the extreme impact of rare and unpredictable
outlier events, that have major effect, and are then followed by the tendency of
humans to
retrospectively, inappropriately simplify or rationalize the incident.
Recent Black Swan Events
In the past two decades, Black Swan
events have increased in frequency.
On the morning of Tuesday, 11th of September 2001, nineteen terrorists, in a series of coordinated attacks, hijacked four commercial aircraft in mid-flight over United States airspace and crashed these planes into various prominent American targets. These targets included both the towers of the World Trade Centre complex in New York and the U.S. Department of Defense facility at the Pentagon. A fourth jet, headed towards Washington, crashed in a field in Pennsylvania after its passengers thwarted the hijackers from getting to their eventual target (which has remained a mystery). These attacks resulted in nearly 3,000 fatalities. In addition, the financial markets of Wall Street were closed for three market days, until the 17th of September.
A First Day Cover issued by Israel, remembering the 9/11 attacks |
The 9/11
attacks markedly changed security processes related to air travel. It also
resulted in a U.S. backed, global war on terror. As part of this war on terror,
the United States invaded Afghanistan in an effort to capture Osama bin Laden,
who was believed to have master-minded the 9/11 attacks. The hunt for Bin Laden
was relentless and he was eventually killed in a clandestine U.S. military
operation in Pakistan in 2011. The motion picture, “Zero Dark Thirty”, directed
by Kathryn Bigelow and written by Mark Boal, dramatizes the nearly decade-long
international manhunt for Osama bin Laden, leader of the terrorist network, “Al-Qaeda”.
Three years later, on Boxing Day of 2004, a rupture along the
geological fault of the Burma Plate and the Indian Plate caused the Indian
Ocean earthquake and tsunami. Known to the scientific community as the
Sumatra-Andaman earthquake, it had its epicenter off the west coast of northern
Sumatra and measured a devastating 9.1 on the Richter scale.
The earthquake itself was the third largest ever recorded, releasing energy equivalent to approximately 1,500 times that of the Hiroshima atomic bomb. The earthquake generated a seismic oscillation of the Earth's surface of between 200 and 300 millimeters, equivalent to the effect of the tidal forces caused by the Sun and Moon. Incredibly, the seismic waves originating from the earthquake were felt across the planet, as far away as inland the United States, where vertical movements of 3 millimeters were recorded in the state of Oklahoma.
Stamps from Slovakia and Thailand remembering the 2004 Boxing Day Tsunami |
The earthquake caused a series of massive tsunami waves to form, growing to an intimidating 30 meters (100 feet) in height as they approached landfall. Many communities were severely affected as the tsunamis killed an estimated 227,900 people living along the coastlines of 14 countries in a matter of hours. It remains one of the deadliest natural disasters in recorded history.
But this was not the last Black Swan event of the
decade. Between mid 2007 and early 2009, a downturn in the U.S. housing market
catalyzed an economic crisis that spanned a world connected through intricate, web-like linkages of the global financial system. Multiple banks across several continents
incurred large losses and without substantial government support, would have
suffered bankruptcy. Experts blamed excessive risk taking in a favourable
macroeconomic climate as being the root cause of this crisis. Others identified
over-exuberance in credit risk assessment by lenders coupled with poor
oversight by the regulators as the main drivers. This Global Financial Crisis
may not have claimed many lives but it certainly crushed millions of
livelihoods.
This second decade of this century has not been spared from a Black Swan event. As I write this post, the world is facing another war on terror. This time millions of lives have been lost and many livelihoods are under threat. The Economist (May 15th to 21st, 2021 publication) estimates, using a proprietary model, that “Covid-19 global pandemic has led to between 7 million and 13 million excess deaths worldwide.”
It almost
seems that the black swans are not as rare as once thought!
Operation Pocket Money
Stamps from Vietnam commemorating the Vietnam War |
Naval mining had been frequently previously considered but always rejected for fear of the risk of provoking intervention by the Soviet Union or the People’s Republic of China. However, on 9th May 1972, on the orders of President Nixon, U.S. Naval and Marine Corps bombers started deploying two types of mines, one type being 1,000-pound (450 kg) Mk-52 magnetic mines, which were to be dropped in Haiphong's inner channel, and the other category being 500-pound (230 kg) Mk-36 acoustic mines, to be dropped in the outer portion of the channel.
By the end of that year U.S. bombers had dropped
more than eight thousand mines in North Vietnamese coastal waters, and about three
thousand more, in inland waterways. For several months the U.S. Strategy seemed
to be working according to plan. Many vessels were immobilized in the Haiphong habour
area and the port had to be closed. Habour depth also decreased by about 0.6
meters (2 feet) because the mines prevented routine dredging.
All was going according to U.S. military strategy
but then, along came a cosmic originating Black Swan ….
On 4 August 1972, dozens of the mines spontaneously detonated,
for no apparent reason. Up and down the Vietnamese coast, in the first few
weeks of that August, this mysterious phenomenon repeated itself, until,
according to one estimate, 4,000 destructor mines had detonated, as if ghost
ships had been trawling the waters and sweeping them for danger.
At the
time the U.S. Navy had no answer for these phenomena. After months of study, it
was noticed that all the mines that had self-detonated were installed with a
similar type of magnetic based trigger; i.e. sensors
that would measure the amplitude, polarity, or gradient of magnetic fields,
waiting for a steel-hulled ship to pass above, tweaking the field and
triggering the bomb. This was
the “smoking gun’’ and soon, an event that took place 93 million miles away,
was identified as the cause.
Naval
investigators concluded that this unexpected event was caused by magnetic radiation
emanating from a geomagnetic storm, triggered by a coronal mass
ejection from the Sun. When the solar
flares distorted the magnetic field of the Earth, the mines reacted and detonated.
This was later confirmed by scientific research in 2018, nearly forty-six years later.
A stamp from Hungary depicting solar flares |
The Carrington Event
Johann Zahn designed the first camera in 1685 but first photographs were actually captured by Joseph Nicephore Niepce in the year 1814. Practical photography was only invented by Louis Daquerre in 1829. So, on the morning of September 1, 1859, whilst British amateur astronomer Richard Carrington was in the private observatory attached to his country home outside London, he was without camera technology and instead sketched his astronomical observations, a common practice of scientists and astronomers of the day.
Joseph Niepce and Louis Daquerre, the developers of practical photography, featured on this stamp issued by France. |
With
his brass telescope trained in the direction of the Sun and his hands recording
the view of a cluster of enormous dark spots that freckled the Sun’s surface
that he saw through his eyepiece, Carrington spotted “two patches of intensely
bright and white light” erupting from the sunspots.
The
fireballs vanished within five minutes.
Within hours, the impact of these massive solar fireballs was felt on Earth. Telegraph communications systems around the world began to fail and there were reports of sparks showering radially from telegraph poles like exploding fireworks coupled with flames being spit out from telegraph machines, delivering electrical shocks to operators and setting papers ablaze.
In America, the telegraph system – the internet of the Victorian era – was rendered inoperable on the night of August 28 as the first of two successive solar storms struck. All over the planet, colourful auroras illuminated the twilight and night-time skies, glowing so brightly that birds began their morning chirp. Many thought the end of the world was nigh whilst newspapers from the U.S. to Australia featured glowing descriptions of brilliant auroras that had turned night into day.
The Aurora Borealis, sometimes called the "Northern Lights" are featured on these stamps from the United States. In the southern hemisphere, they are called the Aurora Australis. They are the result of disturbances in the magnetosphere of Earth caused by the Solar Wind. |
The true cause of this black swan event: a massive solar flare with the energy of 10 billion atomic bombs. The flare spewed electrified gas and subatomic particles toward Earth and the resulting geomagnetic storm—dubbed the “Carrington Event”— is the largest on record to have struck the planet. In fact, ice core samples have determined that the Carrington Event was twice as big as any other solar storm in the last 500 years.
An Inconvenient Truth
Nobel Laureate, U.S. Vice President Albert Gore, featured on these stamps from Guinea-Bissau, a country in West Africa. |
Whilst
the genesis of thinking related to how humans are causing detrimental changes
in the climate of the planet goes back several decades, it has only been since December
2015, after global alignment was achieved at the 21st
Conference of the Parties (COP 21) in
Paris, that verbal rhetoric on addressing the climate change emergency has
noticeably transformed into action.
A First Day Cover, from 1981, issued by the United Nations, carrying the signature of Secretary-General, Kurt Waldheim. It calls for the use of renewable sources of energy to prepare for the time when traditional sources become scarce. |
It is also probably accurate to state that only few conversations with members of government or the investment community are likely to take place these days without reference to initiatives in the ESG (environment – social – governance) space.
Climate Change Movement
The
momentum of the climate change movement has been building. Action towards achieving
a cleaner planet has transitioned from a pace akin to participation in a controlled
Sunday morning public demonstration in Trafalgar Square to full involvement in
a riotous stampede by the “Extinction Rebellion” pressure group. Additional effort is also
being channeled by the younger generations through social media to get the climate change message heard. An increased level of importance being placed
on health-related matters, brought about by the Covid-19 pandemic, is a further driver fueling greater awareness on the subject of climate change. The global financial system is also playing a
role by demonstrating a palpable preference to invest in, or fund companies,
that provide solutions for a cleaner planet.
The global objective is simple to comprehend whilst the intent is noble – let us save our planet, together.
A Financial Frenzy
Over the past two years, the world has seen much investment in the green agenda. More has been committed for the coming decade. In Europe, the European Green Deal is expected to cost around €1 trillion in public and private investment over the next decade with the main aim of achieving carbon neutrality by the year of 2050. Several countries, including the United States, are also heavily investing into achieving such an objective. Most studies indicate that this goal must be achieved to ensure that we do not cause the planet to warm up to a tipping point, that when crossed, will result in catastrophic long-term consequences. Droughts that will impact food production and availability of water, rising sea water levels that will flood areas and displace coastal populations, and more frequent and destructive wildfires which will reduce animal and plant species, are just some of the consequences. China has not been left behind in the quest and has also embraced the climate change agenda, setting 2060 as its target to reach carbon neutrality.
So, what exactly is the plan to achieve the 2050 / 2060 target? Currently, it appears that the primary agenda is to curtail fossil fuel production. The fossil fuel industry is being decimated in the financial markets, challenged in the board room and persecuted in the court room. In fact, it has been a historic week for Big Oil commencing 24th May 2021, when:
- A Dutch court ruled that Royal Dutch Shell had to make a 45 % reduction in its greenhouse gas emissions by 2030; and
- Engine No. 1 won votes for two of its candidates to be inducted onto the Board of ExxonMobil, both individuals being proponents of the climate change agenda.
Is this the right strategy?
I am not sure.
It is likely that Royal Dutch Shell will reduce its emissions by cautiously sanctioning future projects that result in emissions. At the same time, it may divest its interest in its existing, highest emitting assets. A divestment does not reduce global emissions, it just shifts the metrics to a third party. Reducing the implementation of new projects causes another problem - where will the cashflow come from to fund the large decommissioning and abandonment liabilities (of existing facilities) that sit on Shell's Balance Sheet for existing projects.?
How to Avoid a Climate Disaster?
Bill Gates, in his book, “How to Avoid a Climate Disaster” outlines a blueprint for the transition to a "Nett Zero" world. He articulates the obstacles that will impede the achievement of results and calls for more global cooperation, innovation and a review and rewrite of national policies. He also proposes what each of us can do, in our own small way, to reduce our personal carbon footprint. Innovation is critical as many of the most pertinent questions are yet to be answered.
Entrepreneur, Innovator and Philanthropist, Bill Gates. Now bringing his influence to bear on the Climate Change agenda. |
An Inconvenient Super Truth
There is one area that must be addressed quickly, but remains without real solution neither in Gates’ text nor in any other credible document.
The bp Statistical Review of World Energy 2020 estimates that the world consumed circa 584 exajoules of energy in 2019. Of this amount, eighty-four percent, came from fossil fuels (coal, oil and gas). By 2050, only about half of this eighty-four percent can be replaced with alternative, cleaner sources of energy.
So here are some of the questions which immediately arise:
- Vast sums of capital are being withdrawn from investment in the current energy mix and players are being incentivized to invest in the new energy ventures for tomorrow. In these circumstances, who is going to ensure a stable and secure energy supply for today?
- With only a modicum of investment going into fossil fuels, supply will become scare and prices will increase as a certain level of demand will prevail. What happens to those countries which are not ideally located for solar or wind as renewables and are not gifted with hydro as a form of energy generation ? Oil and gas will likely be expensive in the future as there was no investment in fossil fuels today for a balanced and secure tomorrow? Who will provide these countries with the hydrogen or nuclear based technologies that will be sorely required for their survival?
- Historical statistics demonstrate that the longevity and quality of human life has improved since energy supply became reliable, affordable and available. What happens when the population of the planet increases to 9.5 billion in 2050 (from 7.5 billion today) with less primary energy available? Innovations to improve energy efficiency (less energy required to do the same activity) will help, but it will not close the gap.
I believe that the great risk on the horizon is that as we transition to a green world at an accelerated pace, we are going to stress the supply infrastructure of current sources of primary energy to the extent that crude oil and gas prices will increase and the green bubble will drive a black gold boom, for a while at least. To close the shortfall in energy supply for the long term, caused by a lack of investment made today, the only choice available will be the nuclear option, literally, and potentially, hydrogen, which still remains in its infancy.
Is this the preferred route?
A series of stamps from the Ukraine, remembering the horrors of the Chernobyl nuclear accident that occurred on 26 April, 1986 |
The Great Reset II
There could be even more risks. The new technologies, supporting the future global economy and its infrastructure are all highly dependent on integrated circuits, fiber optic networks and data centers. Ownership of our assets are no longer recorded on paper. They are stored as bits, on a blockchain based ledger residing at digital addresses on a virtual sever, in an energy-sapping datacenter, which is backed-up by another redundant (also energy-sapping) system, located at another site, a system collectively known as the “cloud”.
And along comes a Carrington type event … a coronal mass ejection … the lead black swan in that wedge coming at us from the Sun. In a matter of eight hours, chaos would prevail. An energy system based on nuclear technology, solar cells and wind turbines would be shut down for years. The banking system could come to an abrupt halt and all those digital records of asset ownership could be corrupted.
A sequel to the Great Reset, being currently being enthusiastically discussed, could indeed become a reality.
And here is the thing:
In early May 2021, millions of tons of super-heated gas, originating from a coronal mass ejection on the surface of the Sun hurtled 150 million kilometers toward Earth. On the space-weather scale, it was not a particularly powerful event but when it collided with the Earth's magnetic field it triggered the strongest geomagnetic storm seen for many years.
There was not much disruption to our electrical and communications infrastructure, but it served as a reminder that the Sun has woken from a period of hibernation.
A series of stamps issued by the United States: photographs taken through various filters, shows solar flares being ejected from the Sun
Master Musician and songwriter, Sting, featured on this stamp from he island of Malta |
WE WORK THE BLACK SEAM – STING
(https://www.youtube.com/watch?v=P9FIScxsvyc)
This place has changed for good
Your economic theory said it would
It's hard for us to understand
We can't give up our jobs the way we should
Our blood has stained the coal
We tunneled deep inside the nation's soul
We matter more than pounds and pence
Your economic theory makes no sense
One day in a nuclear age
They may understand our rage
They build machines that they can't control
And bury the waste in a great big hole
Power was to become cheap and clean
Grimy faces were never seen
Deadly for twelve thousand years is carbon fourteen
We work the black seam together
We work the black seam together
The seam lies underground
Three million years of pressure packed it down
We walk through ancient forest lands
And light a thousand cities with our hands
Your dark satanic mills
Have made redundant all our mining skills
You can't exchange a six inch band
For all the poisoned streams in Cumberland
Your economic theory makes no sense
One day in a nuclear age
They may understand our rage
They build machines that they can't control
And bury the waste in a great big hole
Power was to become cheap and clean
Grimy faces were never seen
Deadly for twelve thousand years is carbon fourteen
We work the black seam together
We work the black seam together
Should the children weep
The turning world will sing their souls to sleep
When you have sunk without a trace
The universe will suck me into place
One day in a nuclear age
They may understand our rage
They build machines that they can't control
And bury the waste in a great big hole
Power was to become cheap and clean
Grimy faces were never seen
But deadly for twelve thousand years is carbon fourteen
We work the black seam together
We work the black seam together
Songwriter: Gordon Sumner
© Sony/ATV Music Publishing
LLC
Very good read. I like the flow of how the Black Swan is narrated and an apt song to tie the post down.
ReplyDeleteCouldn't agree more with you on the Energy sapping world we live in. Digitalisation is always not discussed on the same page as high energy usage from intensive energy usage by data centers and by cloud. Recent bitcoin mining energy usage awareness is important for all others to realise and factor this into organization as they sail into the digitalisation space.
"Johann Zahn designed the first camera in 1685 but first photographs were actually captured by Joseph Nicephore Niepce in the year 1814. Practical photography was only invented by Louis Daquerre in 1829."
ReplyDelete336 years later .. today Tik Tok rules the optic lens .. periphery of human imagination
yet another masterpiece Dr Ken.. cerebral entertainment 1st class!
Humanities energy train wreck is overloaded carriages still pilling up against the massive Kardashev milestone of a type 1 civilization.
ReplyDeleteWe bask in energy..there will never be a shortage...divesting in its harvest can equally support and flourish in global economies when there is appetite to do so. Future generations will thank and respect our tenacity.
I had to read 3x to understand. But I get the last part.
ReplyDeleteKen has done it again. Weaved a fantastic set of learned views in the black Swan (read Tayeb's book years back and loved jt) all the way through to dealing with the environment. It would be a huge task to comprehend it all let alone distil and elegantly put it out coherently, then ending with a fabulous song. Kudos to Ken. Only he can pull this off.
ReplyDelete