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Vol. 25, No. 4, 2026
 
     
 
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MUSINGS ON THE "BECOMING" OF A.I.

 

by

R. J. ANDRES

_________________________________________

R.J.Andres, Ph.D, is a retired Long Island, New York, mathematics and English teacher and author of numerous math textbooks.

Part 1.This was THEN….

In the beginning, in our Milky Way galaxy, and in a rather miraculous workaround, the earth, moon and sun convened at some point to create life. And, eventually,there came a time when the miracle of life and a sense of self was everything.

And we knew it. But now….

This knowing, of course, implies a mind alive not just to survive, but to discover, and to create. Not surprisingly, while we are the first and only species to argue about what is intelligence, for us to modify that word with “artificial,” or even the word “alien,” is to muddy the waters of what it means to be human.

And yet, here we are at an A.I. crossroads, puzzling over the possibility of further evolution in the melding of minds with machines (Part 2.).

Of course, it is a special moment in history when we can opine on the human-machine continuum and the creation of what might be autonomous carbon-silicone entities.

While we do not need to get into the weeds with A.I.,we can briefly summarize. Traditional A.I. simply processes data and completes tasks locked in by predetermined rules (algorithms). Generative A.I. systems, trained on the fertile fields of data-harvesting known as large language models (LLMs) like OpenAI’s ChatGPT, are exceptionally gifted at analyzing vast amounts of digital texts. But AGI (artificial general intelligence) or AMI (artificial machine intelligence) is a next level promise to improve itself with no human intervention and through its enhanced “neural network” toexhibit through data-driven probabilities (statistical inferences) a genius for pattern-recognition and “self”-correction.And, lastly, all A.I. competing countries are racing to be first to create ASI or Artificial Superintelligence.

Furthermore, to the extent we are what we make, A.I. relies on an exquisite digital sense of what is real, and yetA.I., in fact, never senses the fine quiddity of anything. Thus, if A.I. is an avatar of ourselves then what A.S.I. (Artificial Superintelligence) might be asking is not whose lives matter, but, rather, “whose existence matters?”

And considering that generative A.I. and AGI are technologies designed to outsmart us and, perchance, to replace us, the coming of A.S.I. will be a transformative moment in human history that raises at least three key questions: Are we on the verge of closing out the age of biological autonomy? Is humanity at risk of engineering its own extinction? And lastly, harsh as this may sound, is it possible that the future doesn’t need us? Or framed another way, perhaps the presence of A.S.I. is really asking “whose existence matters?” and “what, if anything, should come next?”

While all these questions are begging for answers, I suggest we first provide some historical perspective, some sense of where we’ve been. And we need to pull on two historical threads that tie A.I. behavior to both (A) our more distant past as well as (B) our more recent past.

(A) Crossing the African savanna around 4,000,000 years ago were these 4 ft. tall bipedal hominids now known as australopithecines (meaning southern apes—but more human than ape). They had small brains measuring barely 450 cubic centimeters (cm³), a bit smaller than a softball and about 1/3 the volume of today’s human brain (1400 cm³).

Assuming that an adaptive radiation occurred some 3,000,000 years ago
the result was that several similar, yet significantly different hominid species, appeared and coexisted. From one of these small-brained groups, around 2,000,000 years ago, our own genus Homo evolved. Within that genus were three subsequent human species: Homo habilis, Homo erectus, and finally Homo sapiens.

The first of the human species is called Homo habilis (or handy man), largely because of skills with stone tools; and the evolutionary successor, Homo erectus (or upright man), made his appearance in the Pleistocene period about 1,500,000 years ago. At this point, while retaining many simian features, the size of the brain had reached at least 750 cm³.

Of course, encephalization (the increase in brain size relative to body size) continued apace, so that approximately 250,000 years ago brain size had basically doubled to 1400 cm³ and Homo erectus gave way to the incredibly adaptable Homo sapiens (modern man or us).

As for the sophistication of our brain, whether due to more specialized tools, a carnivorous diet, social cooperation in hunting game, or a spoken language, the reasons for the brain’s growth remain uncertain and debatable. While this evolving hominid brain and its neural explosion spanned some millions of years, it is stunning to realize that today’s A.I. technology – in just 75 to 100 years – has produced a leap “akin to the intelligence” it took nature eons to develop.

As for (B), the second,more recenthistorical thread, we (somewhat arbitrarily) begin in the fifth century B.C., with the Greek philosopher Leucippus, who, maintaining his faith in a predictable universe, stated with great confidence, “Nothing happens at random but everything for a reason and by necessity.” He believed that if certain phenomena appear to be unpredictable, such as hurricanes, volcanos, eclipses, or the skipping passage of a butterfly, it is only due to man’s inability to decipher the combination of predictable forces causing them.

Really? One could only hope.

However, in 1687, the English polymath, Isaac Newton, outlined these predictable forces in his Philosophia naturalis principia mathematica, and attributed all movement to three laws of motion. Here he was asserting the existence of a mechanistic universe able to be measured and governed entirely by cause and effect. The challenge, of course, was finding that cause. Again, quite a reach and not so easy.

In the eighteenth century, the French mathematician Pierre-Simon, Marquis de Laplace, was given to boasting that, given the position and velocity of every particle in the universe, he could then predict all movement for the rest of time. This, too, was clearly wishful thinking.

As an example of the relentlessly unpredictable, in1827, the Scottish botanist Robert Brown observed that when pollen grains were suspended in a liquid, each grain (for no apparent reason) appeared to move about randomly. This phenomenon, called appropriately “Brownian motion,” remained a puzzle to be solved by Albert Einstein.

Einstein explained that such pollen grains are pushed around by the collisions of numerous water molecules. And since there was no way to know the position and velocity of all the billions of water molecules, one could never determine the next position of a pollen grain. Such random behavior, unresponsive to those Newtonian equations of motion, could only be described by statistical probabilities, a topic neither Leucippus nor Newton were familiar with.
Lastly, in the 1960s, as the father of chaos theory, the meteorologist Edward N. Lorentz from M.I.T. observed that it is impossible to know all the precise conditions necessary to predict the weather, and the very flapping of a butterfly’s wings might generate an air flow that eventually triggers a tornado. This scientific hyperbole is sometimes referred to as the “butterfly effect.”

With all that in mind, consider the following: despite the microwave satellite stations forming a computational membrane swaddling the globe, and despite bingeing on massive digital internet data, the task of ever collecting “enough” data is impossible. Furthermore, the responses of any A.I. system are an algorithmic attempt to simulate, in silicone, the carbon-based connections between neurons in the human brain.

Given these machine-learning algorithms, what generative A.I.’s neural networks have achieved already (as with Google’s Deep-Mind or China’s DeepSeek) seemingly matches or exceeds the problem-solving ability of even our most gifted humans.

To be sure, one might suggest as a metaphor that A.I. could be technology’s version of the fluttering of a butterfly’s wings. And without hesitation, the tech wizards assert that the results may not be either fully understandable or even knowable. In other words, given the very real issue of our survival, since A.I. has no moral compass, there is the compelling and inconvenient question of how much autonomy should be given to any such unpredictable silicon A.I. system.

Of course, if we get this wrong, apocalyptically speaking, we may not live to talk about it. And so, to that end we offer the following:

We cannot remember, but . . .

Beneath the startling simmer of new stars
we never knew our cosmic dawn,
or the sun’s first solar winds
devouring the blackness
and splashing light over land.

Yet, soon after, so to speak,
those earth winds
scouring paleocontinents
and surfing the Gaian tides
were urging micro-organisms to multiply,
to conceive and bear witness to life.

But much, much later, after ancient winds
were no longer shepherding clouds
and pterodactyls,
and after tens-of-millions of full moons
lit their way through limbs and leaves,
those differing tribes of hominids
still evolving, were still moving
from then towards us.

And despite time’s corrosive tyranny,
leaving only fossils behind,
we pressed into the future relentlessly,
wanting to know, needing to remember,
planning to control, believing we could,
while making, dreaming,
savoring that driving sense of survival,
coveting each second smitten with the possible
and forging the how of how to be human.

And against the cave wall, as Plato wrote,
there was only the shadow of the real,
never the object itself
nor any name or metaphor so incandescent
as to burn through and capture
the very essence of anything as it is
or even a self.

Beyondthe data-sense of any fiber-optic A.I.,
wherein and to which meaning does not matter,
our very sentient self of flesh and blood
(sharing DNA of bone and branch,
of bird and tree) is ever rejoicing
in knowing that in every sunrise,
we are salmon, frog, oak, rose, hawk,
seed and egg,
singing of a lived past, a future purpose
and the driven needs of a mind pausing
to cast our dreams where hope prevails.

 

also by R.J. Andres

Is It More Than Just a Thought
Archaeopteris and Us
Portrait of Black Hole
Poetry
Two Poems


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