Cited by 53Diverse Interdisciplinary Research StudiesCybernetics and Technology in SocietyComplex Systems and Dynamics

Control information theory: the ‘missing link’ in the science of cybernetics

Corning, Peter A.·2007·Systems Research and Behavioral Science

Abstract

AbstractNorbert Wiener's cybernetic paradigm represents one of the seminal ideas of the 20th century. It has provided a general framework for analysing communications and control processes in ‘purposeful’ systems, from genomes to empires. Especially notable are the many important applications in control engineering. Nevertheless, its full potential has yet to be realized. For instance, cybernetics is relatively little used as an analytical tool in the social sciences. One reason, it is argued here, is that Wiener's framework lacked a crucial element––a functional definition of information. The functional (content and meaning) role of information in cybernetic processes cannot be directly measured with Claude Shannon's statistical approach, which Wiener also adopted. Although so‐called Shannon information has made many valuable contributions and has many important uses, it is blind to the functional properties of information. Recently, we proposed a radically different approach to information theory. After briefly critiquing the literature in information theory, this new kind of cybernetic information will be described. We call it ‘control information’. Control information is not a thing or a mechanism but an attribute of the relationships between things. It is defined as: the capacity (know how) to control the acquisition, disposition and utilization of matter/energy in ‘purposive’ (cybernetic) processes. We will briefly elucidate the concept and we will describe a proposed formalization in terms of a common unit of measurement, namely the quantity of available energy that can be controlled by a given unit of information in a given context. However, other metrics are also feasible, from money to allocations of labour (time and energy). Some illustrations will be provided and we will also briefly discuss some of the implications. Copyright © 2007 John Wiley & Sons, Ltd.

AI snapshot

Written from the paper’s full text.

TL;DR

The paper argues that Wiener’s cybernetics lacked a functional definition of information and proposes “control information”—the capacity to control the acquisition, disposition, and utilization of matter/energy in purposive systems—as the missing link. It formalizes control information in terms of available energy controlled per informational unit and positions it as a bridge between statistical information theory and second-order cybernetics.

Key findings

  • Control information is defined as the capacity (know how) to control the acquisition, disposition and utilization of matter/energy in purposive (teleonomic) processes; it is not a thing or mechanism but a relational, context-dependent, user-specific attribute with no independent material existence. Potential control information (\(I_p\)) is actualized as control information (\(I_c\)) only when used by a cybernetic system.
  • Shannon/Wiener statistical information is blind to functional content and meaning; the paper argues that conflating information with thermodynamic entropy, negative entropy, or physical order is a dimensional error because information has no dimensions, can be reused and multiplied indefinitely, and is not conserved. Feedback is described as incomprehensible in conventional information theory because it depends on functional effects, not statistical properties.
  • The proposed formalization measures control information in thermoeconomic terms: the quantity of available energy that can be controlled by a given unit of information in a given context, using available energy net of entropy and an ln form/amplification ratio; other metrics such as money or allocations of labour (time and energy) are also feasible. Illustrations include a 2001 Super Bowl one-minute TV commercial costing $2.3 million with some 130 million domestic viewers, an automobile with about 15,000 component parts, a television screen displaying \(10^7\) bits of statistical information per second, and hawks having some eight times the number of photoreceptors per millimetre of retina as humans.
  • Control information is positioned as a bridge between objective/universalistic views that treat information as a natural element equivalent to matter and energy and subjective/particularistic second-order cybernetics; it can accommodate second-order cybernetics within mainstream cybernetics and provides a measurable functional account distinct from semiotics and sociological communication theories such as Habermas’s and Luhmann’s.

Methods

  • Theoretical/conceptual paper; no empirical sample or statistical analysis. It critiques Shannon/Wiener information theory and related literature, then develops the control information paradigm.
  • Uses illustrative thought experiments and examples: a red stoplight, a boulder on a hiking trail, language examples (“RAT,” “TAR,” “ART,” “TRA”; “gift” in English vs German), automobile versus bicycle operation, advertising, and Maxwell’s demon.
  • Formalization defines control information in relation to available energy, with \(A_u\) as total available energy potentially accessible for cybernetic control, \(A_i\) as available energy cost of bringing energy under control and exercising control (including Shannon entropy/information cost), and \(f\) as a multiplier for informational units; it uses an ln form and an exponential amplification ratio, and proposes energetic units initially as a common currency.

Limitations

  • The paper states that its measuring rod is initially confined to the “thermoeconomic” realm—the capacity to control purposeful work—and that this formulation does not exhaust the meaning of “meaning,” only cybernetic control functions.
  • The paper states it makes no provision for developmental or capital costs, such as the energetic investment in designing and building a demon or an automobile, citing analytical challenges and infinite regress; it suggests amortization/cost-allocation instead.
  • The paper states that control information cannot actually be measured except in vivo and in situ, and that potential control information is only latent until used. Evident from the text: no empirical validation or operational measurement is presented, and the examples are hypothetical/illustrative.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1002/sres.808

Cites

75 of 75 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 19 cited sources checked · 0 supported · 0 flagged

  • Interpretationcitation
    § INFORMATION THEORY · p. 6

    Definitions of information that equate physical/statistical order with functional organization involve a fundamental typological error.

    “definitions of information that equate physical/statistical order with functional organization involve a fundamental typological error.”
    Quote in the paperNot a substantial claim
  • Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 10

    Equation (5) explains why we will never see a real-world Maxwell's demon, even if it were technically feasible.

    “Indeed, our Equation (5) above expresses precisely the reason why we will never see a real-world Maxwell's demon, even if it were technically feasible.”
    Quote in the paperNot a substantial claim
  • Interpretationreasoning
    § CONTROL INFORMATION AND SECOND-ORDER CYBERNETICS · p. 12

    Second-order cybernetics can be accommodated within mainstream cybernetics as a unified discipline.

    “Second-order cybernetics can be accommodated within mainstream cybernetics as a unified discipline.”
    Quote in the paperNot a substantial claim
  • Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 10

    Similar quantities of neuronal activity may control very different quantities of cybernetic work.

    “similar quantities of neuronal activity may control very different quantities of cybernetic work.”
    Quote in the paperSubstantial claim
  • Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 10

    The basic equation for control information measures profits net of entropy and informational costs, not total available energy.

    “our basic equation for control information is designed to measure not the total available energy involved in a particular context but the 'profits', net of entropy and the informational costs associated with the exercise of control.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 62
  • May combine two claims. 27
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given
    § CONTROL INFORMATION AND FEEDBACK · p. 11

    Feedback is routinely observed and measured in practice, in many different media.

    “Feedback is routinely observed and measured in practice, and in many different media”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Feedback is a fundamental and quintessential aspect of any cybernetic process.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 12

    Habermas's work does not rise to the level of science.

    “While Habermas's focus is useful and his aspirations commendable, his work does not rise to the level of science.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION AND SECOND-ORDER CYBERNETICS · p. 12

    Control information cannot encompass all forms of subjectivity, perception and meaning, but a certain class of external cybernetic consequences can be fully understood and measured.

    “this is not to say that control information can encompass all of the many forms of subjectivity, perception and meaning but only that a certain class of external (cybernetic) consequences can be fully understood and measured.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 13

    Leydesdorff's work does not move us closer to a definition of information that can be related to cybernetic control in concrete, real-world systems.

    “Conceptually, this seems quite useful, but it does not move us any closer to a definition of information that can be related to the problems of cybernetic control in concrete, real-world systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 6

    Potential control information is only actualized when a purposeful (cybernetic) system makes use of it.

    “this potential is only actualized when a purposeful (cybernetic) system makes use of it.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given
    § INFORMATION THEORY · p. 6

    Cybernetic processes are relational in nature-they are always dependent upon the relationship between a given system (inclusive of its goals) and its specific environment.

    “cybernetic processes have the perverse property of being relational in nature --they are always dependent upon the relationship between a given system (inclusive of its goals) and its specific environment”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given
    § INFORMATION THEORY · p. 5

    Information by itself cannot do anything; it cannot control a thermodynamic process without the presence of a user that can do purposeful work.

    “information by itself cannot do anything; it cannot control a thermodynamic process without the presence of a user that can do purposeful work.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given
    § CONTROL INFORMATION AND SECOND-ORDER CYBERNETICS · p. 12

    The effects of control information are objectively measurable and can be comprehended and documented by an outside observer.

    “And yet, its effects are also objectively measurable in such a way that they can be fully comprehended and documented by an outside observer (in theory, at least).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION AND SEMIOTICS · p. 12

    Even the absence of something may be of informational significance to a cybernetic system.

    “Indeed, even the absence of something may be of informational significance to a cybernetic system.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Every aspect of the phenomenal world represents latent information that may be detected and used in cybernetic processes, and its role may be entirely passive.
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONCLUSION · p. 13

    Control information provides both a qualitative and a quantitative measure of information in terms of the functional consequences produced by a given informational unit in a given context.

    “It provides both a qualitative and quantitative measure of information in terms of the functional consequences that are produced by a given informational unit in a given context.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given
    § CONCLUSION · p. 13

    Control information lends itself well to economic analyses.

    “As we noted above, it also lends itself well to economic analyses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    Mechanisms for coding, storing and transmitting potential control information are reducible to their underlying physical processes; their informational properties arise only from the variety of ways these physical media may actually be utilized for informational purposes.

    “the various mechanisms which exist in nature and human societies for coding, storing and transmitting potential control information are reducible to their underlying physical processes; their informational properties arise only from the variety of ways in which these physical media may actually be utilized for informational purposes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § CONTROL INFORMATION AND SEMIOTICS · p. 11

    The semiotics paradigm in its contemporary form requires a source or producer of messages communicated via some channel to a receiver or destination.

    “Akey element of the semiotics paradigm in its contemporary form is the requirement for a source or a producer of messages that are communicated via some channel to a receiver or a destination.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sebeok (1986) source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § FORMALIZING CONTROL INFORMATION · p. 9

    The utility of the formalization can be broadened by making appropriate conversions from other units into energetic equivalencies.

    “We believe that the utility of our formalization can be broadened by making appropriate conversions from these units into energetic equivalencies--a well-established technique in energetic analyses dating back to various efforts to develop energy theories of economic value in the 1930s.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § INFORMATION THEORY · p. 5

    Information is not conserved in accordance with the first law of thermodynamics; it can be multiplied indefinitely.

    “Nor is information ''conserved'' in accordance with the first law of thermodynamics; it can be multiplied indefinitely”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § CONTROL INFORMATION AND SEMIOTICS · p. 11

    Semiotics has been applied to communications processes in other living systems, and there is a nascent inter-discipline called biosemiotics.

    “Although the semiotics paradigm rather obviously applies to human language and communications systems, it has also been applied by semioticians to communications processes in other living systems. There is even a nascent new inter-discipline called biosemiotics (Hoffmeyer, 1997).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hoffmeyer, 1997

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONCLUSION · p. 13

    The concept of control information provides a new tool for analysing cybernetic processes, including feedback processes, in nature and in human systems.

    “We believe that the concept of control information provides a new tool for analysing cybernetic processes, including feedback processes, both in nature and in human systems.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 9

    No control information exists for a motorist who did not see the light, a Yanomamo tribesman, or an infant, and there are no measurable energetic consequences.

    “Conversely, in accordance with our definition, no control information would exist for the motorist who did not see the light, or for the Yanomamo ¨ tribesman, or the infant, and there would be no measurable energetic consequences.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given
    § SOME ILLUSTRATIONS · p. 10

    In the scheme, potential control information (Ip) becomes control information (Ic) if and when it is utilized, and its power is a function of its organizing ability.

    “In our scheme, potential control information ( I p) becomes control information ( I c ) if and when it is utilized, and its power is a function of its organizing ability--the organizing work that it can do with the available energy at hand in relation to a given system.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 13

    Luhmann does not define information except by allusion to Bateson's characterization of information as a difference that makes a difference.

    “Though Luhmann uses the term information freely he does not define it except by allusion to Gregory Bateson's (1972) cryptic characterization as 'a difference that makes a difference'.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bateson (1972)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § FORMALIZING CONTROL INFORMATION · p. 8

    One can measure the qualitative effects or meaning of control information in terms of the results produced, that is, the cybernetic work accomplished.

    “One can measure its qualitative effects, or its 'meaning', in terms of the results that are produced--the cybernetic work that is accomplished.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    Control information cannot actually be measured except in vivo and in situ.

    “control information cannot actually be measured except in vivo and in situ .”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 13

    Luhmann failed to incorporate cybernetics into his theory.

    “Luhmann is also reputed to have shared with his mentor, Talcott Parsons, an interest in cybernetics, but he failed to incorporate this empirically grounded science into his theory.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION AND FEEDBACK · p. 11

    Feedback is the means by which cybernetic systems, especially living systems, cope with uncertainty and with discrepancies between subjective experience and the objective properties of the world.

    “feedback is precisely the means by which cybernetic systems, especially living systems, cope with uncertainty and, equally important, any discrepancies between the subjective experience of the system and the objective properties of the world outside.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Feedback is a fundamental and quintessential aspect of any cybernetic process.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 12

    Habermas does not give an operational definition of information.

    “He does not, to my knowledge, give us an operational definition of information.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    Control information is analogous to money, whose value is not intrinsic but can be defined only in terms of specific, real-world transactions.

    “Control information is analogous to money, whose value is not intrinsic but can be defined only in terms of specific, real-world transactions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 9

    In the red stoplight example, the signal produces an observable change in the behaviour of a motorist who stops, and this can be converted to a quantity of purposeful work output.

    “In the red stoplight example, the signal produces a clearly observable change in the behaviour of any motorist who responds by stopping, and this can readily be converted to a quantity of purposeful work output.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONCLUSION · p. 13

    Control information provides a missing element in Norbert Wiener's cybernetic paradigm.

    “We believe that control information provides a missing element in Norbert Wiener's cybernetic paradigm.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 9

    In the four hypothetical hiker cases, the boulder generated different quantities of control information by influencing each hiker's behaviour.

    “In each of the four hypothetical cases described above, the boulder generated different quantities of control information by virtue of its influence on the behaviour of each hiker.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § CONTROL INFORMATION AND FEEDBACK · p. 11

    Feedback enables the system to align the subjective and objective realms.

    “Feedback enables the system to align the subjective and objective realms.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Feedback is a fundamental and quintessential aspect of any cybernetic process.
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION · p. 7

    Control information causes purposeful work to be done in or by cybernetic systems.

    “control information causes purposeful work to be done in or by cybernetic systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    There is no fundamental physical distinction between the two types of latent information; there is only a functional distinction.

    “There is no fundamental physical distinction between the two types of latent information; there is only a functional distinction.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION · p. 6

    Control information is defined by the relationship between a particular cybernetic system (a user) and its environment(s)-external and internal.

    “It is defined (and specified) by the relationship between a particular cybernetic system (a user) and his/her/its environment(s)--external and internal.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given
    § INFORMATION THEORY · p. 4

    Information has no dimensions, while thermodynamic entropy has the dimensions of energy divided by temperature.

    “Information (properly defined) has no dimensions, while thermodynamic entropy has the dimensions of energy divided by temperature.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    Virtually everything in the universe might potentially have informational value, but control information is not located in the physical objects alone.

    “Virtually everything in the universe might, potentially, have informational value (i.e. be used by cybernetic systems for some purpose), but control information is not located in the physical objects alone.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    Very often control information has synergistic properties; it emerges from an 'ensemble' of informational 'components' or 'fragments' that may be combined in many different ways.

    “Very often control information has synergistic properties; it emerges from an 'ensemble' of informational 'components' or 'fragments' that may be combined in many different ways.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 6

    The existence and functional effects produced by control information are always context-dependent and user-specific.

    “the very existence and functional effects produced by control information are always context-dependent and user-specific.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § FORMALIZING CONTROL INFORMATION · p. 8

    Control information can be measured in relation to what it does, namely its power to control and utilize available energy and matter in or by a purposeful system.

    “Our view, in essence, is that it can be measured in relation to what it does--in relation to its 'power' to control and utilize available energy and matter in or by a purposeful system.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 10

    No structural measuring rod for biological organization will be found.

    “We believe that no such structural measuring rod will be found.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    In the control information paradigm, veracity does not count; the functional effects produced count.

    “It is not the veracity which counts in the control information paradigm but the functional effects that are produced.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION AND SEMIOTICS · p. 12

    Control information is always defined in terms of the functional relationship between the source and the user.

    “Control information is always defined in terms of the functional relationship between the source and the user.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § INFORMATION THEORY · p. 2

    In Shannon's usage, information refers to the capacity to reduce statistical uncertainty.

    “in Shannon's usage information refers to the capacity to reduce statistical uncertainty”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Shannon (1948)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 9

    For a motorist who runs the stoplight, the potential information very likely changes alertness, heart rate, blood pressure, and may affect the automobile's speed.

    “The potential information very likely would result in a change in the driver's degree of alertness, heart rate, blood pressure, etc., and may also result in a slowing down, speeding up or both, of the automobile.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 10

    Control information costs (Ai) are relatively low compared with the work an automobile can perform (Au).

    “From this perspective, the control information costs ( Ai ) turn out to be relatively low compared with the work that an automobile can perform ( A u ) .”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    Potential control information is equally prevalent in the state properties of physical objects-temperature, mass, velocity, viscosity, etc.

    “potential control information is equally prevalent in the state properties of physical objects-temperature, mass, velocity, viscosity, etc.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION AND SEMIOTICS · p. 12

    The control information paradigm provides a way of measuring the meaning of various signs in terms of one or more quantitative metrics.

    “But most important, our paradigm provides a way of measuring the meaning of various signs in terms of one or more quantitative metrics.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    There must always be a user-a living system or a human-designed system-for control information.

    “there must always be a user--a living system or a human-designed system.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § FORMALIZING CONTROL INFORMATION · p. 9

    Energetic units can serve as a common currency for measuring control information.

    “Therefore, we propose the use of energetic units (initially at least) as a common currency for measuring control information.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION AND SEMIOTICS · p. 11

    Control information and semiotics are convergent but have different purposes and foci.

    “In fact, these two formulations are convergent but have different purposes and foci.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given
    § SOME ILLUSTRATIONS · p. 11

    The paradigm makes no provision for developmental or capital costs.

    “It should also be noted that we have made no provision in our paradigm for developmental or capital costs--say the energetic investment in designing and building a demon or an automobile.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 12

    Habermas does not deal with non-verbal communications and control processes in humans, machines, robots, and the rest of the natural world.

    “Nor does he deal with the vast domain of non-verbal communications and control processes, not only in humans but in machines and robots and (not least) the rest of the natural world.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SOME ILLUSTRATIONS · p. 9

    For a motorist who runs the stoplight, the energetic consequences are smaller but still significant, and the information influences the driver and the car.

    “The energetic consequences would be much smaller, but they would still be significant; the information would exercise some influence over the behaviour of the driver (and the car).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    Control information has no fixed structure or value; it is not equivalent to any specific quantity of energy or order or entropy or the like.

    “control information has no fixed structure or value. It is not equivalent to any specific quantity of energy or order or entropy or the like.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION AND FEEDBACK · p. 11

    Feedback is the most reliable way of documenting the autonomy and purposiveness of any dynamic system.

    “In fact, it is the most reliable way of documenting the autonomy and 'purposiveness' of any dynamic system.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Feedback is a fundamental and quintessential aspect of any cybernetic process.
  • May combine two claims.

    Interpretationnone given
    § INFORMATION THEORY · p. 5

    Information can be endlessly reused; there is no law of informational entropy.

    “information (unlike energy) can be endlessly reused; there is no law of informational entropy.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    A single binary bit may control an energy flow as small as a single electron or as vast as the signal for a nuclear war; its power can vary tremendously depending upon the context.

    “a single binary bit may (in theory) control an energy flow as small as a single electron or as vast as the signal for a nuclear war; its power can vary tremendously, depending upon the context.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given
    § FORMALIZING CONTROL INFORMATION · p. 9

    The formalization deals only in the currency of energy.

    “This formalization, it should be noted, deals only in the currency of energy.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § CONCLUSION · p. 13

    Control information has many practical applications and is already used implicitly as a measuring rod in many fields, from advertising to politics and education.

    “Moreover, it has many practical applications; indeed, it is already used implicitly as a measuring rod in many different fields, from advertising to politics and education.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION · p. 7

    Control information can be measured.

    “However, it can be measured (see below).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    An unread book, an unread genome or an undetected animal pheromone represent only latent or potential control information (Ip).

    “An unread book, an unread genome or an undetected animal pheromone represent only latent or potential control information ( I p).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION · p. 7

    Control information does not exist until it is actually used.

    “control information does not exist until it is actually used.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION AND FEEDBACK · p. 11

    It is not feedback if nothing happens.

    “it is not feedback if nothing happens.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Feedback is a fundamental and quintessential aspect of any cybernetic process.
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given
    § CONTROL INFORMATION · p. 6

    The environment contains latent or potential control information (Ip), but this potential does not differ in any way from the physical properties of the environment.

    “the environment contains latent or potential control information (which we designate ' I p'), but this potential does not differ in any way from the physical properties of the environment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION · p. 6

    There are no discrete embedded properties out there.

    “This is a crucial point; there are no discrete embedded properties out there.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given
    § INTRODUCTION · p. 2

    Wiener failed to develop a functional definition of information, which is essential to understanding the role and dynamics of communication and control in cybernetic systems.

    “Wiener failed to develop a functional definition of information, which is essential to an understanding of the role and dynamics of 'communication and control' in cybernetic systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 7

    Control information is the capacity to control the capacity to do work.

    “If energy, in accordance with the classical definition, is 'the capacity to do work', control information is ' the capacity to control the capacity to do work '.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § SOCIOLOGICAL THEORIES OF COMMUNICATION · p. 12

    Habermas's theory encompasses at best a very small subset of cybernetic processes and does not advance information science per se.

    “His theory encompasses at best a very small subset of the vast universe of cybernetic processes and it does not advance information science per se .”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § CONTROL INFORMATION AND SEMIOTICS · p. 12

    The control information paradigm does not presuppose a discreet source of messages or structured channels.

    “First, it does not presuppose a discreet source of messages or structured channels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § CONTROL INFORMATION · p. 8

    Much of the information used by (and within) organisms involves processes that might be characterized as inferential-they derive from the weight of the evidence rather than from a deterministic message.

    “much of the information used by (and within) organisms involves processes that might be characterized as inferential--that is they derive from the weight of the evidence rather than from a deterministic message.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § INFORMATION THEORY · p. 4

    There is no minimum energy expenditure necessarily associated with information flows; in theory, the information flow could be made reversible.

    “physicist Rolf Landauer (1996) has devised a thought experiment which supports his argument that there is no minimum energy expenditure that is necessarily associated with information flows; in theory, the information flow could be made reversible”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Landauer (1996) source
    • cites Bennett, 1988

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given
    § CONTROL INFORMATION · p. 7

    Control information is always relational and context dependent and has no independent material existence; it cannot be identified or measured independently of a specific cybernetic process.

    “control information is always relational and context dependent and has no independent material existence; it cannot be identified or measured independently of a specific cybernetic process.”
    Quote in the paperNot a substantial claim
71 of 71
  • The authors state this as an assumption.

    Words have the power to influence human behaviour.

    “it is axiomatic that words have the power to influence human behaviour.”
  • The paper relies on this without support.

    Feedback is a fundamental and quintessential aspect of any cybernetic process.

    “Feedback is a fundamental and quintessential aspect of any cybernetic process, needless to say.”
  • The authors state this as an assumption.

    Every aspect of the phenomenal world represents latent information that may be detected and used in cybernetic processes, and its role may be entirely passive.

    “in our paradigm every aspect of the phenomenal world represents latent information that may be detected and used in a myriad of different ways in cybernetic processes, and its role may be entirely passive.”
3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 12

  1. Bateson G, 1972, Steps to an Ecology of the Mind
  2. Brier S, 1992, Information and consciousness: a critique of the mechanistic concept of information, Cybernetics and Human Knowing, 1, 71
  3. Eco O, 1986, Semiotics and the Philosophy of Meaning
  4. Heylighen F, 2001, Encyclopedia of Physical Science & Technology, 115
  5. Hoffmeyer J, 1997, Biosemiotics: towards a new synthesis in biology, European Journal for Semiotic Studies, 9, 355
  6. Keenan JH, 1941, Thermodynamics
  7. Luhmann N, 1984, Social Systems
  8. Miller JG, 1978, Living Systems
  9. Qvortrup L, 1993, The controversy over the concept of information, Cybernetics and Human Knowing, 1, 3
  10. Umpleby SA, 2004, Cybernetics and Systems' 04
  11. Von Foerster H, 1966, Sign, Image, Symbol, 42
  12. Von Foerster H, 1980, The Myths of Information, 18

Cited by

Still being checked.

Authors
Corning, P. A.
Corresponding author
Corning, Peter A.
Venue
Systems Research and Behavioral Science
Publisher
Wiley
Published
2007-05
Volume
24
Issue
3
Pages
297-311
ISSN
  • 1092-7026 (ISSN-L)
  • 1099-1743
OpenAlex
W2051885566
Cited by
53
References
75
Citations by year
2025: 5 · 2024: 3 · 2023: 5 · 2022: 5 · 2021: 1 · 2020: 7 · 2019: 3 · 2018: 2 · 2016: 2 · 2015: 3 · 2014: 2 · 2013: 4 · 2012: 2
FWCI
2.75
Type
journal article
Language
en
Open access
closed
Locations
Systems Research and Behavioral Science (publishedVersion)
Topics
  • Physical Sciences › Computer Science › Artificial Intelligence › Diverse Interdisciplinary Research Studies
  • Social Sciences › Arts and Humanities › History and Philosophy of Science › Cybernetics and Technology in Society
  • Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Systems and Dynamics
Keywords
control information, cybernetics, Norbert Wiener, information theory, Shannon information, control engineering

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-28.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review