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The Future of Computing — Reuniting Bits and Atoms
A great presentation on computing with hardware and software which are homomorphic to each other. Logical automata (explained 11:51 to 15:50) is just this sort of a WYSIWYG architecture where the software is executed from a bulk raw material, i.e., not Gb of memory or number of processor cores, but square feet or pounds of programmable matter. Atoms, or groups of atoms, are here used directly as bits.
Gershenfeld compares how our current approach of computing requires multiple stages of compiling disparate formats, but that to more closely match nature, we should strive to imitate nature in the sense of having a consistent zoomable format on every scale.

In nature, the map is the same graphically regardless of the scope of magnification. Marrying these two concepts, the idea is to design shapes which are themselves instructions, i.e. physical interactions with other physical shapes, so that computation is not encoded but rather, embodied. As in biochemistry, the output is a material product, and the machine is itself is a self fabricating machine tool as opposed to a manufacturer of inert objects.
I think that he is probably right that this is the direction of the future in general, “computing aligned with nature” which brings computation into matter. It is compelling to imagine that this kind of embodied computing could be the Holy Grail of nano-engineering, giving us control over virtually anything eventually.
At the same time I can see that there is something which has been overlooked. To quote Deleuze:
“Representation fails to capture the affirmed world of difference. Representation has only a single center, a unique and receding perspective, and in the consequence a false depth. It mediates everything, but mobilizes and moves nothing.”
– Gilles Deleuze, Difference and Repetition, p56
(source http://sleepinginthegreenery.blogspot.co.uk/)
To understand why this universe of embodied computation is not the universe that we live in, Difference is the key. An overhead map is only so useful to us. Even if we can zoom down to the human scale level, we really need to switch to a first person street view to make the transition from outside-looking-down to inside-looking-around. To get further into the subjective view, we would have to have access to feelings and thoughts, so that at some level of description the model of zoomable shapes is less than useless. In our personal awareness, the appearance of neurological structures in our view would be hallucination.
The assumption then of this uniformly computational matter, while fantastic for our purposes as human beings, would be a catastrophe for the universe in general. It would be the ultimate monoculture, with everything and anything reinvented as collections of positionable nano-Legos. The problem of conformity to a generic, universal structure is not that it won’t work, but that if it does, there will be no Difference possible.
Given Deleuze’s assertion that representation moves nothing, this intention of “reuniting bits with atoms’ seems to presume that they were united to begin with but doesn’t address why they were ever separated. Indeed, if this method of embodied computation is the way of nature, how and why could it ever seem otherwise? Where have these Different perspectives on different levels emerged from, and for what purpose?
I think that on closer inspection, even though this new approach is brilliant and revolutionary in some important ways, it still is founded on a sloppy assumption. It presumes that hardware which looks and acts like the software is identical to it. If this were the case, instead of images we would see the shapes of ganglia and retinal cells, but we would see the same thing instead of smells, sounds, and feelings. We could not feel dizzy, but rather be informed of some vestibular condition by means of these same shapes – which we think of visually or tangibly, but without the Difference, there really is no reason to assume anything perceptual at all.
Once again, even though I am impressed with the futuristic thinking, it still takes us away from the missing piece in physics – the privacy and interiority and qualia. Buying into the universe as undifferentiated plenum of self-machining bubbles we are betting that there is no difference between biology, chemistry, and physics. It’s all physics, all surfaces and volumes in public spaces. Is that really what the universe is though? Could our experience be understood that way if we didn’t have our own familiarity with it already? I think if we lived in a universe that was really all about universal computation, then we would never have separated bits from atoms in the first place. We never would have approached bits as encoded abstractions because we would have been comfortable already with the universal format.
Instead, the universe appears to be the opposite. On every level, even though there are repeating themes and forms, it is never exactly the same presentation. A whirlpool would not be mistaken for a galaxy and a grain of salt is not the same thing as a cube of ice. In the universe we actually live in, the only thing which seems truly universal is Difference. More universal than mathematics and physics is the variety of sensory qualities and modalities. It is not just formations or embodied information, but direct experience.
Three Dimensions of Time?

Another way of thinking about subjectivity (as I have modeled it with the multisense continuum as sub-personal, personal, and super-personal ranges of awareness) is that time has three dimensions.
Unlike the three dimensions of space, where the dimensions are presented as converged and simultaneous, the three dimensions of time are more like parallel gears or lenses which are relativistic to the scope of the participant’s awareness rather than to the position of their body. In short, as the structure of space resembles space itself, this new model proposes that the structure of time should be understood in a progressive way, as a multi-stage evolution of structure which is smeared across the totality of interior perception.
If that were true, then my candidates would be as follows, and you can think of them as three levels of description of a clock, oscillation, progression, and orientation.

1. Oscillation. On the lowest level of accurate clocks, there is a recursive sensory-motor engine. Be it a bobbing float, a swaying pendulum, a spring, or a piezo-electric material being stimulated to vibrate, the source of momentum for a clock is the tension between release and restraint, resolved as oscillation. We don’t know that an electric current on a quartz crystal generates an experience of release and restraint, but I suspect that on it’s own molecular scale, there is such an experience, 32,768 times per (human scaled) second.
A very simple water clock could consist of just a leaky measuring cup. In that case, there would not be an oscillation, but a smooth flow. If you watch flowing water, however, it is your awareness which tends to oscillate, tracking between the recursive rushing of the flow through a fixed position and the fluidity of the total motion downstream. In a water clock, the amount of water which leaks out is abstracted quantitatively. When we say, for instance, that there are X number of gallons in a pool, we don’t mean that there are literally gallon-sized units which water comes in that are all squeezed into the pool. We mean there is enough water in the pool to fill X number of gallon jugs if we wanted to. This is a bit of a detour, but it is important because we seem to have forgotten this in physics and now routinely mistake our quantum measurements for the underlying phenomenon which drives that which we believe we are measuring as well as the measuring device itself.
The more relevant point here, is that while the lowest level of time can be either the smooth fluidity of force* or the oscillating dissipation of that force. With the oscillation we get a better sense of the recursive quality of the sub-personal experience. The sub-personal is characterized by its intolerable recursiveness. So generic and monotonous is the stream of identical passing moments of the oscillator that our attention cannot face it for long. We need hands or digits or hash marks on a ruler to help us keep track of their progress indirectly. To a human mind, the experience of the trillions of micro-organic presences which make up our body at any given moment, is recursive madness. The experiential qualities of molecular and quantum levels beneath that, can only be more insanely generic, vast, and uniformly repetitive.
3. Progression. In the middle, personal range of chonometric experience, the hands of a clock are used to denote the wheel of the sun’s progress across sky. Because of the pervasiveness of the sun’s presence, it is only necessary to capture twelve hours at a time, since it should be obvious whether an hour is am or pm by countless perceptual cues internally and externally. The sundial or mechanical clock with round face emphasize the cyclical nature of the progress of time, really a helical sense of second, minute, hour, progressive cycles and day/night oscillating cycles.
In modern time, the worldliness of the solar clock has been shattered in favor of digital time. In digital time, cycle and oscillation are pushed into the sub-personal range of awareness to yield a pure coordinate space. Time no longer passes, rather it is set and synchronized to a satellite signal.
The implications of this psychologically are a double edged sword. Digital time is precise, accurate, and uniform, but its granular nature has replaced the flow of time with dehydrated instants. The meaning of time is purely relative now, an enumerated code tied to geography and policy. Time doesn’t so much ‘march on’ anymore as it does march in place on multiple levels. Time is now an infinite commodity of finite moments, meaningless, disconnected, and interchangeable. We have, in a sense, stopped time while in another sense, we have made time more inescapable and relentless. We are pushing the personal sense of active progress and flow into an impersonal sense of fixed point geosynchronous addressing.
Fortunately we still feel our own lives personally as progress and growth. Our cycles are longer and more spacious than they were a century ago, causing strange red shifting and blue shifting in the extension of childhood, adolescence, and old age but contracting adulthood. Stripping away the superstition of the past has reduced the human life from a pageant of astrological or religious significance ordered by time to its bare bio-genetic mechanisms. Aging is nothing more than a set of symptoms to be banished through medication and cosmetics, diet, and exercise. Otherwise, one year is much the same as the next. Our window of progress has been contracted to match our pay cycle or school schedule. Groundhog Week is always beginning, ending, flying by, or dragging.
Progress is about passing significant milestones. We talk about dates A.D. or B.C. (formerly Before Christ, not secularized as Before Common Era), or characterize them in Ages, Bronze, Iron, Industrial, etc. In our own lives too we think in terms of relationships, residence changes, jobs, or other shifts in the content of our life story – a matrix of befores and afters. These markings in our personal progress are totally unlike the impersonal measures of oscillation and cycle, which are fixed recursively. The chronometry of our lived experience is not so much marked as it is ritually scarred. From the inside, the clockwork thematic and plastic. It retains the irreversible arrow of time, but hyper-extended into aching nostalgic ruins and amputated in chronic disillusion. The retelling of stories and reimprinting of memories smooths out the rough edges, compensates for the incompensible and runs out the clock on personal ages we can’t bear to revisit in their full glory. Memory is a mindfuck. Part propaganda, part revelation…which leads me to.
3. Orientation. Clocks and calendars provide us with a birds-eye view of time. Beyond flow, oscillation, and progress, the wheel or grid of time gives us a presentation of time as universal collection. A science fiction zodiac of possible futures. If oscillation begins with outward flow, then it ends with containment within. Flux and flow persist as perturbations of currency, ripples on the surface of an Akashic plenum of eternity. Finding our way to and from this ocean is perhaps the greatest mystery – one which we have tried to solve with intuition and divination. This is the scientifically despised layer of time which can be described as super-personal, or super-signifying.
Jung talked about the collective unconscious, echoing what every mystic tradition has said about a world beyond time itself – a nexus of hyper-convergence where meaning originates or terminates. Archetypes, symbols from dreams, alchemical models, all point to a kind of absent presence of a divine Totality. Campbell’s ‘hero with a thousand faces’. A bottomless well of teleology and significance – images, encounters, mythic adventures.
Perhaps as the thin trickle of water clock drips out of its vessel, so too does the trickle of possibility drip into our imagination. Unlike the despised drip-drip-dripping of the Sub-Personal level Chinese water torture, the Super-Personal drip into our Personal ‘now’ is generally welcome, if not desperately so. Novelty and variety are precious and we are fiercely proprietary about them. We want to be the first to know, to see, to feel the future for ourselves. ‘What’s next’ is the hope for release from cycles and oscillation – for transcendence and cessation. “Tis a consumation devoutly to be wish’d”.
*flowing from private sensory potentials to public motor presentations (aka thermodynamic entropy, or the arrow of time…a continuous public declaration of pure irreversibility, which is the source of all motive, all expansion, or fractal self-diffraction of the cosmos).
Chosen
I wondered about what anyone/everyone thought about the notion of ‘chosenness’ as a way to understand where we are here in the world.
What I propose is that a complete description of the universe must include:
1. The experience of significance.
This speaks to the idea of chosen-ness, of choice, of free will, of improbability as a quality as the subject of appreciation.
2. The experience of the significance of the idea of insignificance.
I word “the significance of the idea of insignificance” in this convoluted way to reflect the natural sequence in which the revelation of objectivity has occurred across all human societies. As far as I know:
a. *all* cultures begin their history steeped in animistic shamanism, divination, creation myths and charismatic deities and
b. *no* cultures develop eliminative materialism, mathematics, and mechanism earlier than philosophy or religion, and
c. *all* individuals experience the development of their own psyche through imaginative, emotional, and irrational or superstitious thought
d. *no* individuals are born with a worldview based only on generic facts and objectivity. Healthy children do not experience their lives in an indifferent and detached mode of observation but rather grow into analytical modes of thought through experience of the public world.
We are so convinced by the sophisticated realism of objective insignificance that we tend to project it into a default position, when in fact, it does not occur naturally that way. It is we who choose subjectively whether or not to project objectivity beneath our own ability to choose it.
The fact is, if were it that simple; were objectivity the final word, then we should have had no reason to be separated from it in the first place. The whole notion of illusion depends on the non-illusory capacity of our own reason to deduce and discern illusion from reality, so that to question our own ability to freely choose, to some extent, how we reason, gives us no possibility of ever contacting any truth to deny.
Looking at 1. and 2. more scientifically, I would link significance with teleology (choice) and insignificance with teleonomy (chance). I have proposed that while these two opposite potentials seem mutually exclusive to us from our subjective experience, that from an absolute perspective, they are in adjacent ranges of the same continuum. I suggest that the subjective experience of sensation, and nested layers of meta-sensation constitute significance, and that this significance is what allows the possibility of choice based on personal preference. It is the choice capacity itself which divides the sense of the world for the chooser between the chosen and the unchosen. This ontological fracture is what gives the impression that there is a difference between chance and choice and creates the possibility of feedback loops in which we can question both:
a. the reality of choice by choosing to adopt the perspective of impersonal chance, as well as
b. the reality of chance by choosing to adopt the perspective of super-personal choice.
In both cases we cannot arrive at a perspective without exercising our will to choose one over the other, even for hypothetical consideration. There is no ontological possibility of our abdicating our choice altogether, although the position which elevates insignificance compels through an appeal to do just that. This is true of contemporary forms of science in general, as the outside-in bias inherently demands compulsory and involuntary acceptance of facts and unambiguous inferences between them rather than recognizing the self-same subjective autonomy which drives the scientific consideration from beginning to end. Science relies on peer-review to enforce the belief in disbelief – the faith that peer-review itself is an unexplained artifact of human weakness, and that the rest of the universe has no need for such deliberations, nor could it generate them even if it were useful.
In practical terms, what this means is that
a. you can choose to pursue the chosen-feeling significance of your experience, but you risk increasing possibility of delusion and conflicting intuitions.
b. you can choose to pursue the unchosen analytical feeling of the significance of insignificance, but you risk cutting yourself off from the most unbelievable experiences of personal truth and participation.
In both cases the potential rewards are equally intense. If you open the door, you open the door to Heaven and Hell. If you close the door, you can be more effective as a practical agent on Earth. Sometimes the choice seems to be coerced by circumstance. Sometimes we open the door in some contexts more often and close it more in others. Our choices can change and evolve. Sometimes it doesn’t matter either way.
The universe that we find ourselves in is chosen on the inside, chance on the outside, but it is only because we are inside that we can discern the difference. Without an inside, nothing can choose to recognize a difference.
All You Touch and All You See
“All you touch and all you see is all your life will ever be.” – Pink Floyd
Beginnings
Option 1: In the beginning, there was X. At some point, some iteration of X(X) bridged the presumably senseless world of X to the real world which we know.
Option 2: In the beginning, there was X and X was sentient.
Option 3: In the beginning, there was sense.
Option 4: The idea of beginning is a function of sense, so that sense is more fundamental than beginnings and sequences.
Option 5: The universe could be a perpetual collection of conditions without any fundamental capacities or beginnings.
Sense from the senseless
To see a universe as brought into being by senseless effects such as the spontaneous appearance of physical ‘forces’ or as a permanent physical fact leaves sense itself unexplained. How do several things operate as a ‘group’, simply by spatial proximity? What makes a pattern or signal different from noise? What really is a ‘beginning’ other than a distinction made from an expectation of sequence?
This may seem to be a silly issue, but I think that whether or not we take sense for granted guides the entire future of science. From physics to neuroscience to computer science, our assumptions about the capacity to sense and makes sense lead us either to discover a fundamental physical principle of orientation uniting subjectivity and objectivity, or drives us further into alienation. Without sense, we are forced to double down on either the primacy of object-hood or the primacy of disembodied simulation, either route leading inevitably to an orphaning of the self – a ghost-machine within a machine-ghost.
Digital Oblivion
Understanding the relation between symbols and reality is notoriously difficult, partly because our experience of reality is overrun symbols to the extent that the vast majority of what we consider real has been mediated through symbolic description rather than direct experience. Our appreciation for direct experience has naturally tended to atrophy in adaptation to this environment so that we no longer consider ourselves to be an authoritative source on any subject. We define our own presence in terms of learned knowledge to the extent that many people find it impossible to separate their actual sensory-motor experience from the understanding of neurology. The former is relegated to the trash heap of ‘illusion’ or ‘models’ and the latter is elevated to the status of objective reality.
Giulio Tononi’s recent Integrated Information Theory, (covered in a SciAm article by Christof Koch) takes a good first step at measuring consciousness by quantifying in formulas the degree to which information is integrated, but by working from the outside in, it fails to grasp the absolute authenticity of awareness itself, and the role that it plays in putting the ‘in’ into ‘in-formation’.
For example, from the Wiki, the diagram showing how to decompose systems into overlapping complexes assumes some primitive level of association that just comes built in with math, or physics, or reality.

Unfortunately this oversight really makes the question of what consciousness is fade out completely, as we have already assumed some sort of discernment and attachment among digits, bytes, or other theoretical ensembles of data.
Philosophers seem to have an advantage over many scientists in being able to question pattern recognition itself and to see semiotic relations between minds and matter rather than data as objective facts. Almost without exception, information science and quantum physics theories seem fuzzy on the difference, and often staunchly deny map-territory distinctions at all. Cognitive science and neurology both seem to be unaware or dismissive of the depth of the Explanatory Gap and Hard Problem of Consciousness, which are seen to be purely philosophical indulgences. In fact, the location of meaning in subjective sense capacities rather than objects is an essential key to understanding the relation of consciousness and physics.
Divorced from physics, computational theories posit a Platonic universe of digital perfection, unhampered by tangible resources. Neglecting the fact that all computation we know of occurs as the result of physical interaction, modern information-centric theories have little to bring numbers down to Earth. Rather than seeing numbers as a counting of static, memorable, locatable, digitally addressable objects, the enthusiasm for Boolean logic seems to have transcended materiality altogether and replaced consciousness itself. Every week there seems to be a new article proclaiming the possibility of digital simulation, each one more cavalier than the last in its dismissal of concrete realism. It is as if to say ‘With our simulated awareness of simulated logic, we simulate understanding that the only reality of sense stems from the unreality of senseless imitation (whatever that is).’
Truth or Consequences
My point in all of this is that our straying from realism has been a fruitful excursion this far, but that we are now seem to be approaching a fork in the road where we will have to place our bets on the authenticity of ourselves or that of objects or information. If we continue to define the self in terms of unrelated bits and pieces of not-self, we will have successfully disappeared our opportunity to thrive and explore the universe in favor of an automatic cataloging and curating of emptiness. What difference does it make what we choose for our supreme X, as we have already determined its nature in advance.
For all possible X, be it genetic, quantum-universal, information-theoretic, we can be sure that they will share the same curious quality of not resembling ourselves in any way. Where we are irrational, indecisive, sentimental, X is inevitable, automatic, and without need for aesthetic presence. We envision an endless web of digital patterns, racing around each other, working out probabilistic games by necessity rather than choice. Yet somehow, we remain the ones who see and touch this world – still unexplained perceiving participants; translators between one meaningless ensemble of data and another.
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