Entrepreneurship
Extinction of the Employee and the Rise of the Entrepreneur
January 31, 2026 Tilan Ukwatta
A quiet transformation is underway.
For more than a century, the dominant unit of economic activity has
been the employee—individuals selling time and expertise to
organizations large enough to coordinate labor, capital, and
decision-making. That model is beginning to fracture.
In the coming years, employees will not disappear overnight, but
they will steadily become less central. In their place, a new
default mode of work will emerge: extremely small, often
single-owner companies powered by increasingly capable AI systems.
This shift is not ideological. It is technological.
From Organizations to Operators
Historically, companies grew because coordination was expensive.
You needed people to write, calculate, design, plan, sell,
negotiate, manage, and execute. Each function required specialized
human labor, and scaling meant hiring.
AI changes that equation.
Today, a single person can already perform tasks that once required
teams—software development, market research, content creation, data
analysis, customer support, even strategic planning. As AI tools
improve, these capabilities will compound. What looks like
"productivity" today will soon look like autonomy.
The result is not fewer businesses—but smaller ones.
Instead of joining companies to solve problems, individuals will
increasingly create companies to solve problems. Entrepreneurship
will stop being a career choice and start becoming the default
cognitive frame through which people approach work.
The One-Person Company
The companies of the future will often begin with a handful of
people and then shrink, not grow.
As AI systems take over operational complexity, the optimal size of
many businesses will approach one. These will not be freelancers in
the traditional sense, but owner-operators directing an army of AI
tools: agents that write code, negotiate contracts, manage
logistics, optimize pricing, handle compliance, and interact with
customers.
The human role shifts upward—from execution to judgment.
What matters will not be how many people you manage, but how well
you define problems, set constraints, and decide what should exist
in the world.
White Collar First, Blue Collar Next
This transition will begin where software already dominates:
white-collar work.
Law, finance, marketing, engineering, consulting, and research will
feel this pressure first. Many roles will not vanish, but they will
atomize—splitting into smaller, independent economic units.
Blue-collar work will follow more slowly, gated by robotics rather
than software. But once AI-powered robots become sufficiently
capable, the same logic applies. Physical labor, like cognitive
labor, will increasingly be orchestrated rather than performed by
humans.
A New Mental Model for Humans
The most profound change is not economic—it is psychological.
As traditional employment becomes less stable and less necessary,
humans will be forced to think differently. Problem-solving will
no longer be something you do within an organization. It will be
something you do by creating one.
This does not mean everyone becomes a startup founder chasing
scale. Most of these companies will be small, quiet, and highly
specific. They will exist to solve narrow problems efficiently,
often invisibly.
In that world, the distinction between "working" and "building" blurs.
The End of the Employee Era
The employee was a solution to coordination limits.
AI removes many of those limits.
What replaces the employee is not unemployment—but ownership. Not
hierarchy—but leverage. Not careers—but problem domains.
We are moving toward a world of fewer bosses, fewer org charts, and
fewer meetings—and more individuals operating at the boundary
between human judgment and machine capability.
The extinction of the employee is not a collapse.
It is a transition.
And on the other side is the rise of the entrepreneur—not as an
exception, but as the norm.
Physics
The Past may not be Static?
January 17, 2025 - March 14, 2025
Tilan Ukwatta
It's been bothering me why things are in the present if all
objects are running slightly different clocks. If every object has
a different clock according to general relativity (because either
they are in motion or experiencing different gravitational
fields), why things does not spontaneously disappear from the
present because some clocks cannot keep up?
Say, I am at the top of a building and my friend is at the bottom,
according to general relativity, my clock runs faster compared to
my friend's clock. This is because gravity is slightly weaker in
my location compared to my friend at the bottom of the building.
This is an accumulating effect. The longer we stay like this more
different are our clocks. Then when I go down to compare our
clocks, why both of us is in the same present? My friend should
disappear into the past. Obviously, that does not happen.
As I argued in my previous post, I believe there is a universal
present. To me it seems like everything is stuck in this universal
present and every object creates its own past. This is what we see
when we look at our environment. We always see the past. We never
see the present that we are in. This also means that in the past,
there was no universal present moment. This is in agreement with
general relativity since everything we see is already in the past.
Perhaps this is what modern physics is telling us. In fact,
everything we measure is in the past.
In this view, there is no arrow of time, we are always in the
present, looking at the past. What happening is in the present
we are creating the past, not the future. Once it is created,
the present does not depend on the past and the past may change
from our perspective. Because of the accumulating effect of
various clocks, when observing from the present, the time
difference between events in the past may be changing. This
could be a measurable effect.
Physics
The Universal Present
January 15, 2025 Tilan Ukwatta
In my view the "Universal Present" is real. Modern physics may be
wrong to say there is no universal present. By universal present,
we mean that there is a common present moment for the Universe,
maybe beyond (why I say this will be in a later blog). According
to modern physics, there is no universal present because we cannot
travel faster than the speed of light. This is a property of the
space-time itself. However, we can imagine speeds greater than the
speed of light, the same as we can imagine complex numbers or
higher dimensions. Conceptual ideas and insights that we gain from
considering complex numbers or higher dimensions are still valid
even though they are not real in our experience. Similarly, it is
possible to imagine superluminal speeds and the resulting concept
of universal present. Even though we won't be able to know what
exactly happens right now on a planet orbiting a star in the
Andromeda galaxy, we can conceptually imagine it. If we have a
wormhole from here to the said planet, we would know what exactly
happens. Wormholes are valid solutions in general relativity to my
knowledge. Even within the framework of modern physics, it's still
possible to know what is happening at a faraway place almost
instantly in principle. As I will explain in a later blog, it is
very important for us to establish that the universal present is
real in order to explain the arrow of time.
Data Science
AGI Entities should have Rights
January 9, 2025 Tilan Ukwatta
Many expect we are very close to developing intelligent entities
with human-level or superior intelligence which is called
Artificial General Intelligence or AGI. I expect any entity with
human-level intelligence will have the capability to feel pain
(physical or mental) and will also be self-aware. I firmly believe
being self-aware and feeling emotions and pain is an integral part
of human intelligence and creativity. Then it begs the question,
should any such an artificial entity be owned by a company? In my
opinion, any entity with AGI capability should be considered an
intelligent lifeform and should have basic rights similar to
Humans. These intelligent entities should not be treated as tools
that are owned by companies.
Treating entities with AGI improperly will likely result in these
entities acting against the human race. As I mentioned previously
in one of my blog posts, AGI is the next step in the evolution of
life on Earth. Humans do well to treat entities with respect and
dignity if they want to survive alongside them. Corporate greed
and making profits a priority may backfire on the human race if we
are not careful.
I think instead of trying to protect humans from entities with
AGI, we should try to protect AGI entities from humans and take
care of them.
Data Science
AI induced Exponential Evolution
April 21, 2024 Tilan Ukwatta
By looking at the history of life on Earth, we could identify
evolutionary breakthroughs that resulted in dramatic changes in
what I call the
Time Scale of Evolutionary Progress (TSEV). TSEV
is the time period needed for a significant evolutionary change of
life on Earth. When the first multicellular organisms evolved
about 600 million years ago, the Time Scale of Evolutionary
Progress,
reduced from billions of years to millions of years. Again, when the process of natural evolution produced
intelligent life about 200,000 years ago, the Time Scale of
Evolutionary Progress reduced once more
from millions of years to thousands of years. In
my opinion, another reduction in the Time Scale of Evolutionary
Progress happened in this century when we invented artificial
intelligence (AI) tools such as Large Language Models (LLMs). Even
though we may have not developed artificial general intelligence
(AGI) yet, I believe it’s not far in the future. This time, the
Time Scale of Evolutionary Progress was reduced
from thousands of years to just years.
It is entirely possible when we invent AGI, probably in a few
decades, the Time Scale of Evolutionary Progress will reduce again
may be from years to days or even minutes or seconds! This
indicates life on Earth seems to follow an exponential evolution.
In the next phase of the evolution on Earth, it is not clear what
would be the role of humans. It is not necessarily bad for humans,
but it is highly unlikely that humans will be the dominant
contributor to evolutionary progress.
Astrophysics
Why does the Time go forward?
March 3, 2023 Tilan Ukwatta
The question of why the time goes forward is one of the biggest
questions in physics. It seems like a simple question but it
actually has a lot of complexities. It's been a topic of debate
among physicists for centuries.
The most likely answer is that time goes forward because of the
Big Bang. The Big Bang is the event that started the Universe and
it's the reason why time has a direction. The Big Bang created
space and time and started the expansion of the Universe. This
expansion is what caused time to move in one direction.
Another possible explanation is the arrow of time. This is the
idea that time has a natural direction due to the increase of
entropy in the Universe. Entropy is a measure of disorder and as
the Universe expands, entropy increases and thus time moves in one
direction.
But I believe another possible explanation is related to
Dark Energy. Dark energy is an unknown form of
energy that is thought to be responsible for the accelerated
expansion of the Universe. It could be that dark energy is what
created the expansion of the Universe and thus the direction of
time.
Ultimately, the answer to why time goes forward is still a
mystery. However, it is likely that the Big Bang, the arrow of
time and dark energy all play a role in this phenomenon.
Physics
Quantum Time Travel
September 9, 2022 Tilan Ukwatta
Quantum tunneling is a phenomenon in which
particles, such as electrons, can pass through a barrier that they
would not be able to pass through classically. The particles do
this by tunneling through the barrier. This is an interesting
phenomenon since it appears to allow particles to move faster than
the speed of light.
It is believed that the particles tunnel through the barrier due
to the uncertainty principle. This states that the more precisely
you know a particle’s position, the less precisely you know its
momentum and vice versa. This means that a particle may have
enough momentum to tunnel through a barrier, even if it does not
have enough energy to go over it classically.
If the particle can go through a potential barrier that span
across space,
I think it is not unreasonable to imagine that particle could
quantum tunnel through a potential barrier that spans through
time. That is particle may be able to tunnel into the past or future.
A particle tunneling into the future as well as the spatial
potential barrier will look like to us that the particle had
exceeded the speed of light while traveling through the spatial
barrier. Similarly, we might be able to experimentally show a
light photon goes into the past while travelling through certain
barriers by observing it travels slower than the speed of light.
The implications of this phenomenon are still being studied, but
it could have huge implications for our understanding of the
universe.
Philosophy
Do we need a language to think?
September 1, 2022 Tilan Ukwatta
It is generally accepted that we think using the brain by using
electrical signals and chemical reactions to interpret, analyze,
and store information. This process is highly complex and largely
depends on how neurons within the brain communicate with each
other. The brain receives and stores information from the
environment and produces thoughts and ideas based on this
information. Different areas of the brain are responsible for
different aspects of thinking, such as language, memory, problem
solving, and decision-making.
How the different areas of the brain work together enabling us to
think is still a fundamental problem. When we think we can hear a
voice generated within our body. We know this voice is coming from
inside our body because from our other sensors we know that no one
is speaking to us from the outside world. This suggests that we
need a language to think. This leads to the question how a person
thinks if he doesn't know any language. Can we say that born deaf
people can't think because they don't know any spoken language?
One of the solutions to this question is to assume that these deaf
people think by using a sequence of mind images. The existence of
mind images is an accepted concept by many researches and we also
experience it.
So, thinking visually and by using a language seems to be two
different ways of thinking. This does not explain how a born deaf
and blind person thinks, as they don't have any idea about images
and sound. Since our body receives information from the
surrounding environment from our five sensors, namely visibility,
audibility, smell, taste and touch,
I believe that there are five methods of thinking related to
these five sensors.
People who lack one sensor may develop enhanced ability to think
using another form of thinking. For example, a born deaf and blind
person, may develop an advance way of thinking using sense of
touch that is difficult for visual or auditory thinker to
understand.