Knowledge is Power Part 1
Knowledge is Power
I'm writing this to get to the core of
that idea. Knowledge is power, information is energy.
Scientists have known for a long time
that information – knowledge – can be converted directly to
energy. The proof of concept is the Szilard engine, a 1929 thought
experiment, and refinement of Maxwell's demon that shows how having
one bit of knowledge about a thermodynamic system can be used to
harness work from that system.
Its an idea that makes sense of
thermodynamics. Thermodynamics says that a system should move toward
higher levels of entropy: If a box filled with gas has all particles
on one side, (low entropy) the laws of probability say the vast
majority of possible states have the particles distributed somewhat
evenly across both sides, so the most probable state to find the
system later is equilibrium. A move from imbalance to equilibrium is
almost inevitable. And that's what it does, simply because its most
probable.
However, this idea doesn't actually
preclude movements from high entropy to low entropy. To see it,
imagine 5 or so gas particles randomly moving around a box. It would
happen from time to time that all 5 would end up on one side, it
would simply be less probable than finding a mix with some on each
side.
So then couldn't we simply watch the
particles, wait for this to happen, and then harness work from them
when they do as they seek out a higher entropy state? Without
Szilard, the answer would be yes, and we would be able to build a
free-energy machine.
But with Szilard, we see the
fundamentally equivalence between information and energy, and know
this is impossible. Simply put, it takes energy to know things. It
takes energy to flip a bit. And his work shows that the energy cost
needed to know where the particles are at any given time must be
equal or greater than the amount of energy that can be harvested from
having that information. Thermodynamics saved, Maxwell's demon slain.
But equivalence is a two-way street,
the energy cost of knowing things isn't that much of a mind blowing
fact: Computers take electricity, our brains take calories. So that's
interesting, but well within the realm of the intuitive. But on the
other hand, the conversion of knowledge/information to energy, the
hidden side of this equivalence relation, is a BIG FUCKING DEAL.
Its a big fucking deal not just because
what it says, but because of the scope of the truth it applies to.
The second law of thermodynamics has proven to be one of the most
powerful and far reaching laws, resonating in each new framework of
science that is explored. The reduction of Von Neumann entropy to
Shannon entropy shows yet another holy repetition of the same mantra.
But the ideas I think are most powerful
are the common sense ones, which are informed by scientific realism.
From this desire for common sense, I ask a simple question:
How Many Bits Does it Take to Power a Light bulb?
This is an absurd question really, but as is my style, through absurdity, veritas.
The question has an answer. The quantum
nature of things – by which I mean a fundamental level under which
units of energy can no longer be divided, must also apply to
computer/information theory if the second law of thermodynamics is to
hold. There must be a minimal energy to to both observe a system, and
a minimal energy to record something, to set a bit. This ensures we
cannot create a free energy machine from a Maxwell Demon or Szilard
engine. It also gives to me a gut feeling of intuition on Young's
double slit experiment, and the power of “observation”
(information gathering) to change these systems, but exploring that
feeling is beyond the scope of what I'm writing about here.
But what is this fundamental limit?
There are probably physicists out there who could actually tell me,
and I'd love to learn from them. But what interests me even more is
how inequalities – departures from this pure level - so often
manifest in this relation. For instance, the energy needed to
literally track 5 atoms of gas around a chamber probably vastly
exceeds the energy that could be harvested from them, if its even
possible to track them at all. That's the dark side of this relation,
the side that feels futile. But there is also a light side: How many
bits of information were collected by exploratory deep earth imaging
by X fossil fuel company before their latest fracking operation? And
given the fundamental equivalence relation between information and
energy, what order of magnitude describes the amount of energy they
got out, vs the amount of information they put in? Certainly its
huge. Or again, what is the relationship between the total amount of
bits – again expressed in terms of these fundamentals - we will
learn about how to create fusion energy before humanity actually does
it? And what order of magnitude to the increase then, when we have
discovered a power source that will provide zettajoules for eons of
our great^18 grandchildren, after just a couple centuries of
research? Certainly, there is so much to gain from that work.
The reason I'm presenting this image,
this way of looking at things in terms of exploiting imbalances in
information energy equality, is because I feel it provides a general
framework for looking at things going forward. The peak oil question
has long been a matter of great importance, and now we have a new
lens: For a long time its been known that the cost of getting at the
remaining oil increases as the most easy to get to reserves become
tapped, but now we can see the whole picture: The actual cost is the
energy/bit cost of finding the oil that remains, the energy/bit cost
of figuring out how to get to it, and and the cost of getting to it,
all this offset by the gains. (given by the same information seeking
research) This provides the whole picture of oil costs going forward,
a generalization of what has been said before. But what's elegant
about this particular generalization is how elegantly it flows into
alternative sources of energy, like fusion. The cost of getting to
the deep oil, and the cost of getting to fusion, are measured in the
same fundamental units of information/energy. “Drill baby drill”
can mean into the earth, or it can mean into the unknown realms of
high energy physics needed to make fusion a reality. How deep you may
have to go before you hit gold can be an open question, but after
putting enough in, you are guaranteed to get a hell of a lot more
out, if the fundamental assumptions are right.
But I'm not here to advocate for fusion
research, though I think its a good idea. What I'm saying is that at
a deep and fundamental level of the universe, energy acquisition
is an IT problem. (where “IT” can be taken to stand for
Information Tech or Information Theory) And I mean “law of
gravity” deep and fundamental:
Knowledge is power, and power is
knowledge. Information is energy, and energy is information.
Information systems are what can identify potential energy for
harvesting within a physical system, whether these information
systems are our brains identifying wood that we can burn at the camp
sight, or food we can eat for calories, or complex computers identify
thermal imbalances in our new climate that can be exploited for
electricity. Its the same game. Its all the same fundamental forces
at work. Information machines like brains identifying energy sources
and exploiting them. This is as fundamental as the forces which drive
life itself.
That's why, when I hear alternative
energy narratives that focus on solar panels and windmills as “all
there is”, I know we have failed. Both these these are good ideas,
both of these ideas had a certain amount of bits of learning put in
to make them happen and make them energy positive, and they work. But
in saying these are all there is, we've missed the fundamental,
profound, big fucking deal that is information-energy equivalence:
I've seen a
once-free-energy-conspiracy-theorist attach a wire to hobby drone,
and fly it up in to the air to power a small engine with the
electrical potential difference between the air 100 feet up and the
ground. Of course we know this potential difference can exist, when
it gets really big that's where bolts of lightning come from. But
what we ignore is that its there most of the time, and it can be
harvested. Does the energy needed to know about it exceed the energy
that can be harvested? I highly doubt it. With a tall tower I'll bet
a person could harvest a little energy from the air above, on and
off, all day long. More in a thunderstorm.
My point isn't that this small amount
of energy is a solution to our energy needs, its not. My point is to
say that sources of potential energy are around us all the time, if
we only cultivate the information frameworks that can see them. That
means embracing information acquisition as the path to energy
acquisition in general, whether they apply to superficial knowledge of the systems around us, or to deep theoretic principles. The two are, at some level, one in the same.
Peace!
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