Self-organisation  ·  Article

Information-theoretic individuality and multilevel individuals

Individuality asks what counts as one organism when colonies, organs and groups also act as wholes. Verworn (1899) graded individuals by order, with an ant community as one case1. Krakauer and colleagues (2020) proposed that individuals are aggregates that propagate information from their past into their futures8. Their approach admits multi-scale individuals that need not have physical boundaries.

Earliest held
1852, Du Bois-Reymond, E. (ed. H.…
Most discussed in
Physiological Foundations of Behavior, 1924
In the library
4,005 passages in 267 works
Rewritten
2026-10-24
01

Grades of individuality

Verworn described a community of ants as a single individual, a unitary whole whose parts work together like the parts of an organism, though it consists of many single individuals1. Verworn proposed calling the more comprehensive form an individual of a higher order and its components individuals of a lower order. The coral stem and its polyps stand in the same relation as the ant community and its ants1. Verworn added a qualification. Constituents of a higher individual are not always real individuals. Some are only virtual, because they cannot preserve themselves when separated from their fellows2.

02

Terms from Child and Rádl

Child (1915) fixed a vocabulary for the problem. Child called the individual that starts a developmental, reproductive or life-history the primary individual3. Rádl (1930) surveyed the older discussion of the question. Rádl listed persons formed by the loose union of similar individuals, as in corals, or by the closer union of structurally different ones, as in Siphonophora4. Rádl also reported that Tönnies separated communities, whose members descend from the same parents, from societies, where this is not so4. Lichens served as a case of two organisms, an alga and a fungus, each able to live independently4.

03

Mutual information as a measure

Information theory later supplied a quantitative tool. Wolf and colleagues (2008) estimated memory as the mutual information between cell history and cell behavior5. Sengupta, Stemmler and Friston (2013) set out a limit. Information theory can quantify the transmission of information, but it has no notion of semantics6. Flack (2017) used the measure for a social system. A DSP will be a reliable predictor of interaction cost if it has mutual information with the hidden distribution of fighting abilities and changes slowly7.

04

The information theory of individuality

Krakauer, Bertschinger, Olbrich, Flack and Ay (2020) argued that there is little agreement on what individuals are. They proposed that individuals are aggregates that preserve temporal integrity by propagating information from past to future8. Their formulation yields three forms, organismal, colonial and driven, which differ in environmental dependence and inherited information8. It admits adaptive aggregations that are multi-scale and distributed and do not necessarily have physical boundaries such as cell walls or clonal somatic tissue8. Blackiston and colleagues (2025) built networks of cells in aneural tissue, with edges given by the Gaussian mutual information between the signal time series of each pair9.

SourcesEach quotation was checked word for word against the passage it opens.
  1. The community represents a single individual in so far as it is a unitary whole in which the single parts work together like the parts of an organism.Verworn, M., 1899 · General Physiology: An Outline of the Science of Life · open at passage 175
  2. the constituents of an individual of the higher order are not always real individuals, i.e., they are capable of self-preservation when living in union with, but not when separated from, their fellowsVerworn, M., 1899 · General Physiology: An Outline of the Science of Life · open at passage 184
  3. The individual which forms the starting-point of a developmental, reproductive, or life-history I shall call the primary individual.Child, C. M., 1915 · Individuality in Organisms · open at passage 37
  4. Tonnies distinguishes between communities when the individuals composing the group are descended from the same parents, and societies when this is not the case.Rádl, E., 1930 · The History of Biological Theories · open at passage 744
  5. memory is estimated to be the mutual information between cell history and cell behaviorWolf DM, Fontaine-Bodin L, Bischofs I, Price G, Keasling J…, 2008 · Memory in microbes: quantifying history-dependent behavior in a bacterium · open at passage 59
  6. although it allows one to quantify the transmission of information, it has no notion of semantics.Sengupta B, Stemmler MB, Friston KJ, 2013 · Information and efficiency in the nervous system--a synthesis · open at passage 23
  7. A DSP will be a reliable predictor of interaction cost if it has mutual information with the underlying (and not directly observable) distribution of fighting abilities and changes slowlyFlack JC, 2017 · Coarse-graining as a downward causation mechanism · open at passage 27
  8. we propose that individuals are aggregates that preserve a measure of temporal integrity, i.e., “propagate” information from their past into their futures.Krakauer D, Bertschinger N, Olbrich E, Flack JC, Ay N, 2020 · The information theory of individuality · open at passage 0
  9. edges are functional connections between each pair of cells in the network computed as the Gaussian mutual information between the pair’s signal time seriesBlackiston D, Dromiack H, Grasso C, Varley TF, Moore DG…, 2025 · Revealing non-trivial information structures in aneural biological tissues via… · open at passage 43
Linked ideas
Both ask where the boundary of a self lies when parts and wholes each act; the information account sets that boundary without physical walls.
Flack's use of mutual information between a slow collective signal and hidden individual abilities is one worked case of the information approach.
Both draw a figure-ground boundary between system and environment by statistical rather than physical means.
Wolf and colleagues measured memory as mutual information between history and behavior, the same quantity the individuality account applies to past and future states.
Colonies and groups that act as wholes are the multilevel individuals this article discusses.
Another information-based way of asking at which scale a system is best described.
Child's passages treat individuality via axial gradients, dominance and subordination, which fits B's graded wholes; nothing here mentions information transfer, and Lotka's acclimation passage is about salt.
Axial and metabolic gradientsprecursor of / follows
Child's 1915 book grounds organic individuality in metabolic gradients, and 1924 calls the gradient the primary regional differential. Passages never mention the information-theoretic test, so the link is only the graded-whole idea.
Where it is discussedPassages matching individuality, mutual information, information theory of individuality, colony as individual
1924Physiological Foundations of Behavior · Child, C. M.252
1899General Physiology: An Outline of the Science of Life · Verworn, M.234
1890The Principles of Psychology, Vols. 1-2 · James, W.197
1915Individuality in Organisms · Child, C. M.178
1894Materials for the Study of Variation Treated with Especial Regard to… · Bateson, W.150
1859On the origin of species by means of natural selection, or the preservation of… · Darwin147
1908The Science and Philosophy of the Organism · Driesch, H.118
1925Elements of Physical Biology · Lotka, A. J.113
1930The History of Biological Theories · Rádl, E.106
1906Behavior of the Lower Organisms · Jennings, H. S.106