''Incomplete Nature: How Mind Emerged from Matter'' is a 2011 book by
biological anthropologist Terrence Deacon
Terrence William Deacon (born 1950) is an American neuroanthropologist (Ph.D. in Biological Anthropology, Harvard University 1984). He taught at Harvard for eight years, relocated to Boston University in 1992, and is currently Professor of Anth ...
. The book covers topics in
biosemiotics
Biosemiotics (from the Ancient Greek, Greek βίος ''bios'', "life" and σημειωτικός ''sēmeiōtikos'', "observant of signs") is a field of semiotics (especially Neurosemiotics) and biology that studies the prelinguistic meaning-makin ...
,
philosophy of mind
Philosophy of mind is a branch of philosophy that deals with the nature of the mind and its relation to the Body (biology), body and the Reality, external world.
The mind–body problem is a paradigmatic issue in philosophy of mind, although a ...
, and
the origins of life. Broadly, the book seeks to
naturalistically explain "
aboutness
Aboutness is a term used in library and information science (LIS), linguistics, philosophy of language, and philosophy of mind. In general, the term refers to the concept that a text, utterance, image, or action is or something. In LIS, it is of ...
", that is, concepts like
intentionality
Intentionality is the mental ability to refer to or represent something. Sometimes regarded as the ''mark of the mental'', it is found in mental states like perceptions, beliefs or desires. For example, the perception of a tree has intentionality ...
, meaning,
normativity
Normativity is the phenomenon in human societies of designating some actions or outcomes as good, desirable, or permissible, and others as bad, undesirable, or impermissible. A Norm (philosophy), norm in this sense means a standard for evaluatin ...
, purpose, and
function
Function or functionality may refer to:
Computing
* Function key, a type of key on computer keyboards
* Function model, a structured representation of processes in a system
* Function object or functor or functionoid, a concept of object-orie ...
; which Deacon groups together and labels as
ententional phenomena.
Core ideas
Deacon's first book, ''
The Symbolic Species
''The Symbolic Species'' is a 1997 book by biological anthropologist Terrence Deacon on the evolution of language. Combining perspectives from neurobiology, evolutionary theory, linguistics, and semiotics
Semiotics ( ) is the systematic stu ...
'' focused on the
evolution of human language. In that book, Deacon notes that much of the mystery surrounding language origins comes from a profound confusion about the nature of
semiotic
Semiotics ( ) is the systematic study of semiosis, sign processes and the communication of Meaning (semiotics), meaning. In semiotics, a Sign (semiotics), sign is defined as anything that communicates intentional and unintentional meaning or feel ...
processes themselves. Accordingly, the focus of ''Incomplete Nature'' shifts from
human origins to the
origin of life
Abiogenesis is the natural process by which life arises from abiotic component, non-living matter, such as simple organic compounds. The prevailing scientific hypothesis is that the transition from non-living to organism, living entities on ...
and
semiosis
Semiosis (, ), or sign process, is any form of activity, conduct, or process that involves signs, including the production of meaning. A sign is anything that communicates a meaning, that is not the sign itself, to the interpreter of the sig ...
. ''Incomplete Nature'' can be viewed as a sizable contribution to the growing body of work positing that the problem of
consciousness
Consciousness, at its simplest, is awareness of a state or object, either internal to oneself or in one's external environment. However, its nature has led to millennia of analyses, explanations, and debate among philosophers, scientists, an ...
and the problem of the
origin of life
Abiogenesis is the natural process by which life arises from abiotic component, non-living matter, such as simple organic compounds. The prevailing scientific hypothesis is that the transition from non-living to organism, living entities on ...
are inexorably linked. Deacon tackles these two linked problems by going back to basics. The book expands upon the classical conceptions of
work
Work may refer to:
* Work (human activity), intentional activity people perform to support themselves, others, or the community
** Manual labour, physical work done by humans
** House work, housework, or homemaking
** Working animal, an ani ...
and
information
Information is an Abstraction, abstract concept that refers to something which has the power Communication, to inform. At the most fundamental level, it pertains to the Interpretation (philosophy), interpretation (perhaps Interpretation (log ...
in order to give an account of
ententionality that is consistent with
materialism
Materialism is a form of monism, philosophical monism according to which matter is the fundamental Substance theory, substance in nature, and all things, including mind, mental states and consciousness, are results of material interactions. Acco ...
and yet does not seek to explain away or pass off as
epiphenominal the non-physical properties of
life
Life, also known as biota, refers to matter that has biological processes, such as Cell signaling, signaling and self-sustaining processes. It is defined descriptively by the capacity for homeostasis, Structure#Biological, organisation, met ...
.
Constraints
A central thesis of the book is that absence can still be efficacious. Deacon makes the claim that just as the concept of
zero
0 (zero) is a number representing an empty quantity. Adding (or subtracting) 0 to any number leaves that number unchanged; in mathematical terminology, 0 is the additive identity of the integers, rational numbers, real numbers, and compl ...
revolutionized mathematics, thinking about life, mind, and other
ententional phenomena in terms of constraints (i.e., what is absent) can similarly help us overcome the artificial dichotomy of the
mind body problem. A good example of this concept is the hole that defines the hub of a wagon wheel. The hole itself is not a physical thing, but rather a source of constraint that helps to restrict the conformational possibilities of the wheel's components, such that, on a global scale, the property of rolling emerges. Constraints which produce
emergent phenomena may not be a process which can be understood by looking at the make-up of the constituents of a pattern. Emergent phenomena are difficult to study because their complexity does not necessarily decompose into parts. When a pattern is broken down, the constraints are no longer at work; there is no hole, no absence to notice. Imagine a hub, a hole for an axle, produced only when the wheel is rolling, thus breaking the wheel may not show you how the hub emerges.
Orthograde and contragrade
Deacon notes that the apparent patterns of
causality exhibited by living systems seem to be in some ways the inverse of the causal patterns of non-living systems. In an attempt to find a solution to the philosophical problems associated with
teleological
Teleology (from , and )Partridge, Eric. 1977''Origins: A Short Etymological Dictionary of Modern English'' London: Routledge, p. 4187. or finalityDubray, Charles. 2020 912Teleology. In ''The Catholic Encyclopedia'' 14. New York: Robert Applet ...
explanations, Deacon returns to
Aristotle's four causes
The four causes or four explanations are, in Aristotelianism, Aristotelian thought, categories of questions that explain "the why's" of something that exists or changes in nature. The four causes are the: #Material, material cause, the #Formal, f ...
and attempts to modernize them with
thermodynamic
Thermodynamics is a branch of physics that deals with heat, work, and temperature, and their relation to energy, entropy, and the physical properties of matter and radiation. The behavior of these quantities is governed by the four laws of th ...
concepts.

Orthograde changes are caused internally. They are spontaneous changes. That is, orthograde changes are generated by the spontaneous elimination of asymmetries in a thermodynamic system in disequilibrium. Because orthograde changes are driven by the internal geometry of a changing system, orthograde causes can be seen as analogous to
Aristotle's formal cause
The four causes or four explanations are, in Aristotelian thought, categories of questions that explain "the why's" of something that exists or changes in nature. The four causes are the: material cause, the formal cause, the efficient cause, ...
. More loosely,
Aristotle's final cause
The four causes or four explanations are, in Aristotelian thought, categories of questions that explain "the why's" of something that exists or changes in nature. The four causes are the: material cause, the formal cause, the efficient cause, ...
can also be considered orthograde, because goal oriented actions are caused from within.
Contragrade changes are imposed from the outside. They are non-spontaneous changes. Contragrade change is induced when one thermodynamic system interacts with the orthograde changes of another thermodynamic system. The interaction drives the first system into a higher energy, more asymmetrical state. Contragrade changes do
work
Work may refer to:
* Work (human activity), intentional activity people perform to support themselves, others, or the community
** Manual labour, physical work done by humans
** House work, housework, or homemaking
** Working animal, an ani ...
. Because contragrade changes are driven by external interactions with another changing system, contragrade causes can be seen as analogous to
Aristotle's efficient cause
The four causes or four explanations are, in Aristotelian thought, categories of questions that explain "the why's" of something that exists or changes in nature. The four causes are the: material cause, the formal cause, the efficient cause, ...
.
Homeodynamics, morphodynamics, and teleodynamics
Much of the book is devoted to expanding upon the ideas of classical
thermodynamics
Thermodynamics is a branch of physics that deals with heat, Work (thermodynamics), work, and temperature, and their relation to energy, entropy, and the physical properties of matter and radiation. The behavior of these quantities is governed b ...
, with an extended discussion about how consistently
far from equilibrium systems can interact and combine to produce novel
emergent properties.

Deacon defines three hierarchically nested levels of thermodynamic systems: Homeodynamic systems combine to produce morphodynamic systems which combine to produce teleodynamic systems. Teleodynamic systems can be further combined to produce higher orders of
self organization
Self-organization, also called spontaneous order in the social sciences, is a process where some form of overall order arises from local interactions between parts of an initially disordered system. The process can be spontaneous when sufficie ...
.
Homeodynamics
Homeodynamic systems are essentially equivalent to classical
thermodynamic systems
A thermodynamic system is a body of matter and/or radiation separate from its surroundings that can be studied using the laws of thermodynamics.
Thermodynamic systems can be passive and active according to internal processes. According to inter ...
like a gas under pressure or solute in solution, but the term serves to emphasize that homeodynamics is an abstract process that can be realized in forms beyond the scope of
classic thermodynamics. For example, the diffuse brain activity normally associated with emotional states can be considered to be a homeodynamic system because there is a general state of equilibrium which its components (neural activity) distribute towards. In general, a homeodynamic system is any collection of components that will spontaneously eliminate constraints by rearranging the parts until a maximum
entropy
Entropy is a scientific concept, most commonly associated with states of disorder, randomness, or uncertainty. The term and the concept are used in diverse fields, from classical thermodynamics, where it was first recognized, to the micros ...
state (disorderliness) is achieved.
Morphodynamics
A morphodynamic system consists of a coupling of two homeodynamic systems such that the constraint dissipation of each complements the other, producing macroscopic order out of microscopic interactions. Morphodynamic systems require constant perturbation to maintain their structure, so they are relatively rare in nature. The paradigm example of a morphodynamic system is a
Rayleigh–Bénard cell. Other common examples are
snowflake formation,
whirlpools
A whirlpool is a body of rotating water produced by opposing currents or a current running into an obstacle. Small whirlpools form when a bath or a sink is draining. More powerful ones formed in seas or oceans may be called maelstroms ( ). ''Vo ...
and the
stimulated emission
Stimulated emission is the process by which an incoming photon of a specific frequency can interact with an excited atomic electron (or other excited molecular state), causing it to drop to a lower energy level. The liberated energy transfers to ...
of
laser
A laser is a device that emits light through a process of optical amplification based on the stimulated emission of electromagnetic radiation. The word ''laser'' originated as an acronym for light amplification by stimulated emission of radi ...
light.
Maximum entropy production: The organized structure of a morphodynamic system forms to facilitate maximal entropy production. In the case of a
Rayleigh–Bénard cell, heat at the base of the liquid produces an uneven distribution of high energy molecules which will tend to diffuse towards the surface. As the temperature of the heat source increases,
density
Density (volumetric mass density or specific mass) is the ratio of a substance's mass to its volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' (or ''d'') can also be u ...
effects come into play. Simple
diffusion
Diffusion is the net movement of anything (for example, atoms, ions, molecules, energy) generally from a region of higher concentration to a region of lower concentration. Diffusion is driven by a gradient in Gibbs free energy or chemical p ...
can no longer dissipate energy as fast as it is added and so the bottom of the liquid becomes hot and more
buoyant
Buoyancy (), or upthrust, is the force exerted by a fluid opposing the weight of a partially or fully immersed object (which may be also be a parcel of fluid). In a column of fluid, pressure increases with depth as a result of the weight of t ...
than the cooler, denser liquid at the top. The bottom of the liquid begins to rise, and the top begins to sink - producing
convection
Convection is single or Multiphase flow, multiphase fluid flow that occurs Spontaneous process, spontaneously through the combined effects of material property heterogeneity and body forces on a fluid, most commonly density and gravity (see buoy ...
currents.
Two systems: The significant heat differential on the liquid produces two homeodynamic systems. The first is a diffusion system, where high energy molecules on the bottom collide with lower energy molecules on the top until the added kinetic energy from the heat source is evenly distributed. The second is a convection system, where the low density fluid on the bottom mixes with the high density fluid on the top until the density becomes evenly distributed. The second system arises when there is too much energy to be effectively dissipated by the first, and once both systems are in place, they will begin to interact.
Self organization: The convection creates currents in the fluid that disrupt the pattern of heat diffusion from bottom to top. Heat begins to diffuse into the denser areas of current, irrespective of the vertical location of these denser portions of fluid. The areas of the fluid where diffusion is occurring most rapidly will be the most viscous because molecules are rubbing against each other in opposite directions. The convection currents will shun these areas in favor of parts of the fluid where they can flow more easily. And so the fluid spontaneously segregates itself into cells where high energy, low density fluid flows up from the center of the cell and cooler, denser fluid flows down along the edges, with diffusion effects dominating in the area between the center and the edge of each cell.
Synergy and constraint: What is notable about morphodynamic processes is that order spontaneously emerges explicitly because the ordered system that results is more efficient at increasing entropy than a chaotic one. In the case of the
Rayleigh–Bénard cell, neither diffusion nor convection on their own will produce as much entropy as both effects coupled together. When both effects are brought into interaction, they constrain each other into a particular geometric form because that form facilitates minimal interference between the two processes. The orderly hexagonal form is stable as long as the energy differential persists, and yet the orderly form more effectively degrades the energy differential than any other form. This is why morphodynamic processes in nature are usually so short lived. They are self organizing, but also self undermining.
Teleodynamics
A teleodynamic system consists of coupling two morphodynamic systems such that the self undermining quality of each is constrained by the other. Each system prevents the other from dissipating all of the energy available, and so long term organizational stability is obtained. Deacon claims that we should pinpoint the moment when two morphodynamic systems reciprocally constrain each other as the point when
ententional qualities like
function
Function or functionality may refer to:
Computing
* Function key, a type of key on computer keyboards
* Function model, a structured representation of processes in a system
* Function object or functor or functionoid, a concept of object-orie ...
,
purpose and
normativity
Normativity is the phenomenon in human societies of designating some actions or outcomes as good, desirable, or permissible, and others as bad, undesirable, or impermissible. A Norm (philosophy), norm in this sense means a standard for evaluatin ...
emerge.
Autogenesis
Deacon explores the properties of teleodynamic systems by describing a chemically plausible model system called an autogen. Deacon emphasizes that the specific autogen he describes is not a proposed description of the first life form, but rather a description of the kinds of thermodynamic synergies that the first living creature likely possessed.

Reciprocal catalysis: An autogen consists of two self
catalyzing cyclical morphodynamic chemical reactions, similar to a
chemoton. In one reaction, organic molecules react in a looped series, the products of one reaction becoming the reactants for the next. This looped reaction is self amplifying, producing more and more reactants until all the substrate is consumed. A side product of this reciprocally catalytic loop is a
lipid
Lipids are a broad group of organic compounds which include fats, waxes, sterols, fat-soluble vitamins (such as vitamins A, D, E and K), monoglycerides, diglycerides, phospholipids, and others. The functions of lipids include storing ...
that can be used as a reactant in a second reaction. This second reaction creates a boundary (either a
microtubule
Microtubules are polymers of tubulin that form part of the cytoskeleton and provide structure and shape to eukaryotic cells. Microtubules can be as long as 50 micrometres, as wide as 23 to 27 nanometer, nm and have an inner diameter bet ...
or some other closed
capsid
A capsid is the protein shell of a virus, enclosing its genetic material. It consists of several oligomeric (repeating) structural subunits made of protein called protomers. The observable 3-dimensional morphological subunits, which may or m ...
like structure), that serves to contain the first reaction. The boundary limits
diffusion
Diffusion is the net movement of anything (for example, atoms, ions, molecules, energy) generally from a region of higher concentration to a region of lower concentration. Diffusion is driven by a gradient in Gibbs free energy or chemical p ...
; it keeps all of the necessary
catalysts
Catalysis () is the increase in reaction rate, rate of a chemical reaction due to an added substance known as a catalyst (). Catalysts are not consumed by the reaction and remain unchanged after it. If the reaction is rapid and the catalyst ...
in close proximity to each other. In addition, the boundary prevents the first reaction from completely consuming all of the available substrate in the environment.
The first self: Unlike an isolated morphodynamic process whose organization rapidly eliminates the energy gradient necessary to maintain its structure, a teleodynamic process is self-limiting and self-preserving. The two reactions complement each other, and ensure that neither ever runs to equilibrium - that is completion, cessation, and
death
Death is the end of life; the irreversible cessation of all biological functions that sustain a living organism. Death eventually and inevitably occurs in all organisms. The remains of a former organism normally begin to decompose sh ...
. So, in a teleodynamic system there will be structures that embody a preliminary sketch of a
biological function. The internal reaction network functions to create the
substrates for the boundary reaction, and the boundary reaction functions to protect and constrain the internal reaction network. Either process in isolation would be
abiotic
In biology and ecology, abiotic components or abiotic factors are non-living chemical and physical parts of the environment that affect living organisms and the functioning of ecosystems. Abiotic factors and the phenomena associated with them und ...
but together they create a system with a
normative
Normativity is the phenomenon in human societies of designating some actions or outcomes as good, desirable, or permissible, and others as bad, undesirable, or impermissible. A Norm (philosophy), norm in this sense means a standard for evaluatin ...
status dependent on the functioning of its component parts.
Work
As with other concepts in the book, in his discussion of
work
Work may refer to:
* Work (human activity), intentional activity people perform to support themselves, others, or the community
** Manual labour, physical work done by humans
** House work, housework, or homemaking
** Working animal, an ani ...
Deacon seeks to generalize the
Newtonian conception of work such that the term can be used to describe and differentiate mental phenomena - to describe "that which makes daydreaming effortless but metabolically equivalent problem solving difficult." Work is generally described as "activity that is necessary to overcome resistance to change. Resistance can be either active or passive, and so work can be directed towards enacting change that wouldn't otherwise occur or preventing change that would happen in its absence." Using the terminology developed earlier in the book, work can be considered to be "the organization of differences between orthograde processes such that a locus of contragrade process is created. Or, more simply, work is a spontaneous change inducing a non-spontaneous change to occur."
Thermodynamic work
A thermodynamic system's capacity to do work depends less upon the total energy of the system and more upon the geometric distribution of its components. A glass of water at 20 degrees Celsius will have the same amount of energy as a glass divided in half with the top
fluid
In physics, a fluid is a liquid, gas, or other material that may continuously motion, move and Deformation (physics), deform (''flow'') under an applied shear stress, or external force. They have zero shear modulus, or, in simpler terms, are M ...
at 30 degrees and the bottom at 10, but only in the second glass will the top half have the capacity to do work upon the bottom. This is because work occurs at both
macroscopic
The macroscopic scale is the length scale on which objects or phenomena are large enough to be visible with the naked eye, without magnifying optical instruments. It is the opposite of microscopic.
Overview
When applied to physical phenome ...
and
microscopic
The microscopic scale () is the scale of objects and events smaller than those that can easily be seen by the naked eye, requiring a lens or microscope to see them clearly. In physics, the microscopic scale is sometimes regarded as the scale betwe ...
levels. Microscopically, there is constant work being performed on one molecule by another when they collide. But the potential for this microscopic work to additively sum to macroscopic work depends on there being an asymmetric distribution of particle speeds, so that the average collision pushes in a focused direction. Microscopic work is
necessary but not sufficient for macroscopic work. A global property of asymmetric distribution is also required.
Morphodynamic work
By recognizing that asymmetry is a general property of work - that work is done as asymmetric systems spontaneously tend towards symmetry, Deacon abstracts the concept of work and applies it to systems whose symmetries are vastly more complex than those covered by
classical thermodynamics
Thermodynamics is a branch of physics that deals with heat, work, and temperature, and their relation to energy, entropy, and the physical properties of matter and radiation. The behavior of these quantities is governed by the four laws of th ...
. In a morphodynamic system, the tendency towards symmetry produces not global
equilibrium
Equilibrium may refer to:
Film and television
* ''Equilibrium'' (film), a 2002 science fiction film
* '' The Story of Three Loves'', also known as ''Equilibrium'', a 1953 romantic anthology film
* "Equilibrium" (''seaQuest 2032'')
* ''Equilibr ...
, but a complex geometric form like a hexagonal
Benard cell or the
resonant frequency
Resonance is a phenomenon that occurs when an object or system is subjected to an external force or vibration whose frequency matches a resonant frequency (or resonance frequency) of the system, defined as a frequency that generates a maximu ...
of a flute. This tendency towards convolutedly symmetric forms can be harnessed to do
work
Work may refer to:
* Work (human activity), intentional activity people perform to support themselves, others, or the community
** Manual labour, physical work done by humans
** House work, housework, or homemaking
** Working animal, an ani ...
on other morphodynamic systems, if the systems are properly coupled.
Resonance example: A good example of morphodynamic work is the induced
resonance
Resonance is a phenomenon that occurs when an object or system is subjected to an external force or vibration whose frequency matches a resonant frequency (or resonance frequency) of the system, defined as a frequency that generates a maximu ...
that can be observed by singing or playing a flute next to a string instrument like a harp or guitar. The vibrating air emitted from the flute will interact with the taut strings. If any of the strings are tuned to a
resonant frequency
Resonance is a phenomenon that occurs when an object or system is subjected to an external force or vibration whose frequency matches a resonant frequency (or resonance frequency) of the system, defined as a frequency that generates a maximu ...
that matches the note being played, they too will begin to vibrate and emit sound.
Contragrade change: When energy is added to the flute by blowing air into it, there is a spontaneous (orthograde) tendency for the system to dissipate the added energy by inducing the air within the flute to vibrate at a specific frequency. This orthograde morphodynamic form generation can be used to induce contragrade change in the system coupled to it - the taut string. Playing the flute does work on the string by causing it to enter a high energy state that could not be reached spontaneously in an uncoupled state.
Structure and form: Importantly, this is not just the macro scale propagation of random micro vibrations from one system to another. The global geometric structure of the system is essential. The total energy transferred from the flute to the string matters far less than the patterns it takes in transit. That is, the
amplitude
The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
of the coupled note is irrelevant, what matters is its
frequency
Frequency is the number of occurrences of a repeating event per unit of time. Frequency is an important parameter used in science and engineering to specify the rate of oscillatory and vibratory phenomena, such as mechanical vibrations, audio ...
. Notes that have a higher or lower frequency than the resonant frequency of the string will not be able to do morphodynamic work.
Teleodynamic work
Work is generally defined to be the interaction of two orthograde changing systems such that contragrade change is produced. In teleodynamic systems, the spontaneous orthograde tendency is not to equilibriate (as in homeodynamic systems), nor to self simplify (as in morphodynamic systems) but rather to tend towards self-preservation. Living organisms spontaneously tend to
heal, to
reproduce
Reproduction (or procreation or breeding) is the biological process by which new individual organisms – "offspring" – are produced from their "parent" or parents. There are two forms of reproduction: asexual and sexual.
In asexual reprod ...
and to pursue resources towards these ends. Teleodynamic work acts on these tendencies and pushes them in a contragrade, non-spontaneous direction.

Evolution as work:
Natural selection
Natural selection is the differential survival and reproduction of individuals due to differences in phenotype. It is a key mechanism of evolution, the change in the Heredity, heritable traits characteristic of a population over generation ...
, or perhaps more accurately,
adaptation
In biology, adaptation has three related meanings. Firstly, it is the dynamic evolutionary process of natural selection that fits organisms to their environment, enhancing their evolutionary fitness. Secondly, it is a state reached by the p ...
, can be considered to be a ubiquitous form of teleodynamic work. The othograde self-preservation and reproduction tendencies of individual organisms tends to undermine those same tendencies in conspecifics. This competition produces a constraint that tends to mold organisms into forms that are more adapted to their environments – forms that would otherwise not spontaneously persist.
For example, in a population of New Zealand
wrybill
The wrybill or (in Māori language, Māori) ngutuparore (''Anarhynchus frontalis'') is a species of plover Endemic (ecology), endemic to New Zealand. It is the only species of bird in the world with a beak that is bent sideways in one direction, ...
who make a living by searching for grubs under rocks, those that have a bent beak gain access to more calories. Those with bent beaks are able to better provide for their young, and at the same time they remove a disproportionate quantity of grubs from their environment, making it more difficult for those with straight beaks to provide for their own young. Throughout their lives, all the
wrybill
The wrybill or (in Māori language, Māori) ngutuparore (''Anarhynchus frontalis'') is a species of plover Endemic (ecology), endemic to New Zealand. It is the only species of bird in the world with a beak that is bent sideways in one direction, ...
s in the population do work to structure the form of the next generation. The increased efficiency of the bent beak causes that morphology to dominate the next generation. Thus an asymmetry of beak shape distribution is produced in the population - an asymmetry produced by teleodynamic work.
Thought as work: Mental problem solving can also be considered teleodynamic work. Thought forms are spontaneously generated, and task of problem solving is the task of molding those forms to fit the context of the problem at hand. Deacon makes the link between evolution as teleodynamic work and thought as teleodynamic work explicit. "The experience of being sentient is what it feels like to ''be'' evolution."
Emergent causal powers
By conceiving of work in this way, Deacon claims "we can begin to discern ''a basis for a form of causal openness'' in the universe." While increases in complexity in no way alter the laws of physics, by juxtaposing systems together, pathways of spontaneous change can be made available that were inconceivably improbable prior to the systems coupling. The causal power of any complex living system lies not solely in the underlying
quantum mechanics
Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
but also in the global arrangement of its components. A careful arrangement of parts can constrain possibilities such that phenomena that were formerly impossibly rare can become improbably common.
Information
One of the central purposes of ''Incomplete Nature'' is to articulate a theory of biological
information
Information is an Abstraction, abstract concept that refers to something which has the power Communication, to inform. At the most fundamental level, it pertains to the Interpretation (philosophy), interpretation (perhaps Interpretation (log ...
. The first formal
theory of information was articulated by
Claude Shannon
Claude Elwood Shannon (April 30, 1916 – February 24, 2001) was an American mathematician, electrical engineer, computer scientist, cryptographer and inventor known as the "father of information theory" and the man who laid the foundations of th ...
in 1948 in his work ''
A Mathematical Theory of Communication
"A Mathematical Theory of Communication" is an article by mathematician Claude E. Shannon published in '' Bell System Technical Journal'' in 1948. It was renamed ''The Mathematical Theory of Communication'' in the 1949 book of the same name, a s ...
''. Shannon's work is widely credited with ushering in the
Information Age
The Information Age is a historical period that began in the mid-20th century. It is characterized by a rapid shift from traditional industries, as established during the Industrial Revolution, to an economy centered on information technology ...
, but somewhat paradoxically, it was completely silent on questions of
meaning and
reference
A reference is a relationship between objects in which one object designates, or acts as a means by which to connect to or link to, another object. The first object in this relation is said to ''refer to'' the second object. It is called a ''nam ...
, i.e., what the information is ''about.'' As an engineer, Shannon was concerned with the challenge of reliably transmitting a message from one location to another. The meaning and content of the message was largely irrelevant. So, while Shannon information theory has been essential for the development of devices like
computers
A computer is a machine that can be programmed to automatically carry out sequences of arithmetic or logical operations ('' computation''). Modern digital electronic computers can perform generic sets of operations known as ''programs'', ...
, it has left open many philosophical questions regarding the nature of information. ''Incomplete Nature'' seeks to answer some of these questions.
Shannon information
Shannon's key insight was to recognize a link between
entropy
Entropy is a scientific concept, most commonly associated with states of disorder, randomness, or uncertainty. The term and the concept are used in diverse fields, from classical thermodynamics, where it was first recognized, to the micros ...
and
information
Information is an Abstraction, abstract concept that refers to something which has the power Communication, to inform. At the most fundamental level, it pertains to the Interpretation (philosophy), interpretation (perhaps Interpretation (log ...
.
Entropy
Entropy is a scientific concept, most commonly associated with states of disorder, randomness, or uncertainty. The term and the concept are used in diverse fields, from classical thermodynamics, where it was first recognized, to the micros ...
is often defined as a measurement of disorder, or randomness, but this can be misleading. For Shannon's purposes, the entropy of a system is the number of possible states that the system has the capacity to be in. Any one of these potential states can constitute a message. For example, a typewritten page can bear as many different messages as there are different combinations of characters that can be arranged on the page. The information content of a message can only be understood against the background context of all of the messages that could have been sent, but weren't. Information is produced by a reduction of entropy in the message medium.
Boltzmann entropy
Shannon's information based conception of entropy should be distinguished from the more classic
thermodynamic
Thermodynamics is a branch of physics that deals with heat, work, and temperature, and their relation to energy, entropy, and the physical properties of matter and radiation. The behavior of these quantities is governed by the four laws of th ...
conception of entropy developed by
Ludwig Boltzmann
Ludwig Eduard Boltzmann ( ; ; 20 February 1844 – 5 September 1906) was an Austrian mathematician and Theoretical physics, theoretical physicist. His greatest achievements were the development of statistical mechanics and the statistical ex ...
and others at the end of the nineteenth century. While Shannon entropy is static and has to do with the set of all possible messages/states that a signal bearing system might take, Boltzmann entropy has to do with the tendency of all dynamic systems to tend towards equilibrium. That is, there are many more ways for a collection of particles to be well mixed than to be segregated based on velocity, mass, or any other property. Boltzmann entropy is central to the theory of work developed earlier in the book because entropy dictates the direction in which a system will spontaneously tend.
Significant information
Deacon's addition to Shannon information theory is to propose a method for describing not just how a message is transmitted, but also how it is interpreted. Deacon weaves together Shannon entropy and Boltzmann entropy in order to develop a theory of interpretation based in teleodynamic work. Interpretation is inherently normative. Data becomes information when it has significance for its interpreter. Thus interpretive systems are teleodynamic - the interpretive process is designed to perpetuate itself. "The interpretation of something as information indirectly reinforces the capacity to do this again."
[Incomplete Nature. pg. 434]
References
* ''Incomplete Nature: How Mind Emerged from Matter.'' New York: W.W. Norton & Company. 2011.
* Deacon, T. (2006) Reciprocal linkage between self-organizing processes is sufficient for self reproduction and evolvability. Biological Theory 1 (2) 2006, 136–149.
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