Normal science 2026-10-24
In Thomas Kuhn's account, research conducted within an accepted framework of exemplary achievements, problems and methods.[ref]
The transition from phlogiston theory to an oxygen theory of combustion, and the transition from Newtonian mechanics to special relativity, support a restricted account of incommensurability. They show changes in conceptual organization and standards of explanation. They do not establish that rival scientists cannot communicate, compare results or give reasons for preferring a new account.
In the chemical case, a common phlogistic treatment makes a metal a calx combined with phlogiston, so calcination removes the principle responsible for its metallic character. Antoine Lavoisier's treatment reverses the decomposition: a metal combines with part of the air to form the calx. In a closed vessel, the calx's gain in mass must be understood together with what happens to the remaining gas. The mercury-and-air investigation and the recovery of the gas from the calx organize these operations into a different account of composition. This is a change in the relations between elements, compounds and chemical processes, not merely a new name for an unchanged substance.[ref]
For Thomas Kuhn, a translation which replaces every occurrence of phlogiston with one modern substance fails to preserve those interconnected roles. Yet historians can learn the earlier vocabulary and reconstruct the relevant experiments. His later account explicitly distinguishes interpretation and language-learning from a word-for-word translation into a fixed successor vocabulary. Local untranslatability does not imply that every term or observation is inaccessible to the other community.[ref]
The mechanical example concerns the reorganization of space, time and motion. In special relativity, distant simultaneity depends on an inertial frame and a specified clock-synchronization procedure. Newtonian mechanics instead uses a common time independent of inertial motion. This affects more than numerical corrections to one law: it changes which events are simultaneous and how velocity and momentum are related.[ref]
Nevertheless, quantitative comparison is possible. For an invariant rest mass ,
Here is the speed of light and the Lorentz factor. At , the respective momenta are and , a directly comparable difference. For , the leading agreement explains an important domain of earlier success. It would be inaccurate to claim that modern special relativity invariably makes mass velocity-dependent: invariant rest mass remains invariant in this convention.
These examples therefore support conceptual discontinuity without total evidential isolation. Some explanatory aims and classifications change; many preparations, measurements and quantitative relations remain comparable. No unique algorithm follows from shared values such as accuracy and scope, but the absence of such an algorithm is weaker than the absence of rational assessment. The most defensible Kuhnian conclusion is local and historical: comparison can require learning a conceptual system, while still permitting criticism of both systems and empirically warranted preference between them.
There is defensible scientific progress, but it is not well characterized as an uninterrupted accumulation of truths or an inevitable march toward one complete description. Progress can consist in improved empirical discrimination, more accurate and wider-ranging predictions, better scientific explanation, and greater capacity to intervene reliably. Those achievements must be assessed against specified aims and competing accounts, rather than inferred from a theory's being later in time.
The physical content of an improvement matters. A model that fits a fixed data set using arbitrarily many adjustable parameters has not thereby supplied a stronger prediction. Independent tests, specified error bounds and successful application in new conditions distinguish a genuine extension of knowledge from a re-description of familiar results. An apparent failure can itself be progressive when it identifies the boundary of a model's applicability and supports a more reliable successor. More equations or more favourable observations are not enough by themselves.
The relation between Newtonian mechanics and special relativity illustrates a qualified retention of success. With invariant rest mass , relativistic kinetic energy is . Its low-velocity expansion is
The first term recovers the familiar kinetic-energy expression in a controlled domain; the correction identifies a systematic departure. The successor can preserve successful low-speed calculations while revising the conceptual description of space and time. This demonstrates a relation between models, not that every statement in the earlier framework was true or that the successor is beyond further revision.
Thomas Kuhn's account gives normal science a comparatively clear measure of progress: increasingly effective solution of problems within an accepted scientific paradigm. During revolutionary theory change, the problems, classifications and standards themselves can partly change, and some older achievements may be lost or devalued. His chapter on progress nevertheless emphasizes growing problem-solving capacity; his position is not simply that no improvement occurs. The difficulty is explaining comparison across changes without treating the later community's preferences as automatically decisive.[ref]
A scientific realist may interpret improved prediction as evidence of a more accurate account of the world. That is a further argument, not the definition of every successful calculation. Larry Laudan's historical objection warns that earlier successful accounts contained central commitments later rejected. Structural realism offers a selective response: ask which interpreted quantitative relations survive, and in which domains, rather than credit the entire old account with approximate truth.[ref][ref]
The most reasonable conclusion is plural but not indiscriminate. Better error control, wider empirical reach and the identification of previously unknown phenomena provide substantive achievements, although they do not always increase together. Scientific progress is fallible, domain-sensitive improvement in our ability to investigate, predict and explain. A general guarantee of convergence to final truth is stronger than these achievements require, while denying every basis for comparison ignores the controlled relations and independent successes which inquiry can establish.
The history of science is relevant wherever a philosophical claim concerns how inquiry actually develops, what its methods accomplish or what successful theories warrant us in believing. It cannot by itself determine every normative question about rationality. A historical event supplies evidence to an argument; it is not a rule that whatever scientists did must have been rational.
Thomas Kuhn's The Structure of Scientific Revolutions by Thomas Kuhn makes this relevance explicit. Its historical approach challenges the picture of development as the straightforward accumulation of facts and theories under an unchanging method. Investigations conducted within a shared framework can concentrate on puzzle-solving rather than on constant attempts to overthrow their foundations. Episodes of larger change can alter the relevant problems and standards. This is evidence that a philosophical account purporting to describe all successful inquiry must accommodate more than an isolated hypothesis confronted by an isolated observation.[ref]
The force of a historical example depends on the claim being tested. If a methodology says that rational scientists must reject a theory at its first anomalous reading, a well-documented case of productive work through anomalies is a serious objection to its descriptive adequacy and possibly its practical advice. It does not refute the validity of a deductive rule. From a failed prediction one still infers that some element of the predictive package is wrong; history helps show why identifying that element is not automatic. The Duhem problem supplies the logical distinction, while historical investigation identifies how calibration, alternative explanations and further experiments were actually handled.
History is also central to the pessimistic induction. If some once-successful theories contained rejected posits, predictive success does not guarantee that every theoretical term refers. The replacement of phlogiston theory by an oxygen theory of combustion is philosophically relevant precisely because it changed explanatory roles and material accounting, rather than simply replacing an unpopular name. A responsible comparison examines what each version predicted, how it was modified and which experimental findings were decisive. It should not attribute one conveniently absurd doctrine to every earlier investigator.[ref][ref]
A realist can respond by distinguishing the parts responsible for success from other commitments or by identifying structure retained across change. This response itself has historical content. It must show the connection between the retained relations and actual achievements, rather than drawing a retrospective line through whatever resembles the present theory. History can constrain both the objection and the defence. It does not uniquely choose between realism, structural realism and empiricism without further epistemic premises.
There are limits to the evidential role. A logical objection to an invalid inference does not require counting how many famous investigators used it. Nor does a prevalence of a practice establish its justification. One must distinguish an account of why a community accepted a view from an argument that the view was supported by the evidence. The context of discovery and the context of justification can be distinguished analytically without assuming that the circumstances of discovery never supply information relevant to justification.
Historical work also requires interpretive care. Sources written for patrons, students or critics can present an ideal of method rather than a complete record of practice. Later terminology can conceal changes in a term's role. Selecting only the eventual winners encourages historical presentism and an exaggerated appearance of inevitability. These are reasons to improve the source-based inquiry, not reasons to ignore it.
The qualified answer is therefore affirmative. History provides counterexamples, identifies live alternatives and tests sweeping pictures of progress, method and theoretical commitment. Philosophy helps formulate what would count as a counterexample and which conclusions the evidence supports. Neither discipline replaces the other. Their interaction is most productive when an explicit general claim is confronted with a carefully reconstructed case, leaving the normative or logical steps visible rather than treating a historical narrative as a self-sufficient verdict.
There are good examples of incommensurability when the claim is that some scientific terms and standards cannot be carried unchanged from one framework into another. They do not establish that rival theories cannot be understood, compared or rationally assessed. The strongest cases concern local interrelations among concepts, rather than a total absence of common experience or language.
The chemical transition associated with phlogiston provides one example. In a phlogistic account, a metal could be treated as a calx combined with phlogiston, with calcination involving the removal of that principle. In an oxygen theory of combustion, the relation is reorganized: the metal combines with oxygen to form the calx. Replacing one word with another while leaving every explanatory relation fixed does not translate the earlier system into the later one. The classifications of elements, compounds and principles are implicated together.[ref]
This illustrates semantic dependence within a conceptual network. It does not entail that historians cannot reconstruct earlier claims. They can learn how the older vocabulary was used, describe the associated operations and compare its expectations with experimental records. Thomas Kuhn's later treatment distinguishes such interpretation and language-learning from supplying a sentence-by-sentence translation into an unchanged later vocabulary. Explaining the earlier practice need not produce a modern expression which preserves every inferential role of each old term. The fact that the example can be discussed is therefore not, on its own, a refutation of this more restricted thesis.[ref]
A second example is the changing classification of planets. An Earth-centred arrangement can classify the Sun and Moon with the wandering celestial bodies while excluding the Earth. A heliocentric model reorganizes those relationships: the Earth is a planet and the Moon orbits it. A word-by-word substitution loses a change in the categories and relations used to frame the problem. Yet the investigators can still share observations of apparent positions and disagree about how to explain them. A change in classification is not proof that they inhabit incomparable worlds.
The comparison of Newtonian and relativistic momentum is particularly useful for limiting the claim. With invariant rest mass , modern special relativity gives , whereas Newtonian mechanics uses . Here is the speed of light and is the Lorentz factor. For and matched rest-mass convention,
This supplies a precise comparison of predictions within a domain. It does not derive all the older interpretation from the newer one with every concept unchanged. Conversely, it would be false to claim that relativity universally replaces invariant mass by a velocity-dependent quantity: invariant rest mass is a standard part of the relativistic account. The historical use of relativistic mass must be distinguished from this convention. For example, at , the invariant rest mass is still while ; defining relativistic mass as would give . These conventions must not be silently identified. A changed conceptual setting and a controlled mathematical relation between models can coexist.
Methodological differences supply another sense of incommensurability. Investigators may disagree about which problems are central, how much explanatory mechanism is required or how competing virtues should be weighted. Such disagreement can obstruct an algorithmic verdict without abolishing shared values such as accuracy or consistency. Shared criteria may themselves be applied differently. Neither fact demonstrates that no reasons can be offered across the disagreement.[ref]
The conclusion is accordingly local and discriminating. Chemical kinds, astronomical categories and physical quantities can change their roles in ways not captured by a simple dictionary of synonyms. These examples challenge an account of progress as the addition of truths expressed in an eternally fixed vocabulary. They do not establish wholesale untranslatability, the impossibility of learning a rival framework, equal evidential merit or the irrationality of theory choice. To defend a stronger conclusion one would need to identify the precise comparison that fails and explain why available interpretation, common observations and domain-limited mathematical correspondences cannot repair it.
There are substantial changes in scientific concepts and practice: the Chemical Revolution and the transition from Newtonian mechanics to special relativity are concrete examples. Whether every such episode fits one universal pattern of revolutionary theory change is a further historical claim. Thomas Kuhn contrasts normal science within an accepted scientific paradigm with changes in the standards and exemplary problems that organize a field.[ref]
Three philosophical difficulties follow. First, scientific progress cannot simply mean retaining every old theoretical assertion: special relativity revises absolute simultaneity, while recovering useful low-speed predictions. Second, incommensurability raises questions about comparison when terms, methods or explanatory priorities change. Third, agreement on a theory may involve judgments about simplicity, explanatory scope and promising future work, so rational choice need not be an algorithm uniquely determined by the current measurements.
None of these difficulties establishes that comparison is impossible. In the mechanical example, the expansion of the Lorentz factor, , displays a controlled regime where the newer account recovers earlier approximations. Shared numerical readings, overlapping experimental techniques and successful predictions beyond the old domain permit assessment even without identical theoretical vocabularies. Incommensurability can mean incomplete translation or changing standards without meaning that every disagreement is beyond argument.
A reasonable position accepts revolutionary theory change while rejecting the stronger inference that all standards are arbitrary. Rational comparison can be plural, historically situated and fallible. It should specify the preserved successes, newly explained phenomena and costs of a proposed change. The existence of dramatic transitions refutes a picture of wholly cumulative truth accumulation; it does not by itself refute evidence-based scientific progress.
The history of science is relevant because a philosophical account purporting to describe scientific knowledge and rational change must fit more than the finished derivations in current textbooks. Historical episodes reveal what evidence was available, which alternatives were considered and how assumptions about instruments and phenomena were revised. A reconstruction that imports later knowledge can make a reasonable contemporary choice appear irrational.
A simple picture of falsificationism illustrates the point. A discrepancy between an observed orbit and a calculation need not immediately discredit Newtonian mechanics. The prediction also uses estimated masses, initial data and assumptions about other bodies. Investigating an additional perturbation may be more informative than rejecting the entire theory. History can show whether such a proposal was independently constrained and successful, rather than merely a device for avoiding any possible refutation. The philosophical distinction between a testable extension and an ad hoc hypothesis therefore benefits from examining actual evidence and practice.
Thomas Kuhn's introduction to The Structure of Scientific Revolutions by Thomas Kuhn challenges the picture obtained from retrospective textbook accumulation. His distinction between normal science and revolutionary theory change directs attention to changing research problems, standards and exemplars.[ref] Whether one accepts that particular account, the historical challenge is substantive: an account of progress must explain why some earlier achievements remain useful while broader frameworks change.
Historical explanation is not itself a complete justification. Showing that a social setting or personal commitment caused someone to accept a theory does not show that the theory was well supported. Nor does a single episode automatically refute a normative ideal: actual scientists can make mistakes. The context of discovery and context of justification can be distinguished even when they interact. What matters is identifying the standard being evaluated and the evidence relevant to it.
History is therefore neither dispensable decoration nor an infallible rulebook. It can expose counterexamples to oversimple universal claims, supply scientifically realistic cases and reveal unnoticed alternatives. Philosophical reasoning must then assess the inference, the evidential situation and the claimed norm. A good account should be historically responsible without reducing rational justification to whatever scientists happened to do.
Thomas Kuhn's account is a useful corrective to a history in which scientists simply accumulate observations and replace theories whenever a contrary observation appears. It is less convincing as an exceptionless sequence governing every science. Its compatibility with scientific progress depends on what progress means.
In normal science, a community shares a scientific paradigm: exemplary achievements, accepted instruments and standards for choosing tractable problems. An unexpected result can initially be treated as a problem in the calculation or apparatus. This need not be irrational. A framework that succeeds elsewhere gives investigators reasons to check an instrument before abandoning the framework. Revolutionary theory change reorganizes some of those commitments instead of merely adding another measurement.[ref]
The important contrast is between a descriptive account of how research is organized and a justification of every community's decision. Shared training can explain persistence without making persistence correct. A contrary experiment can expose a failed auxiliary hypothesis, but it can also expose a central error. The Duhem problem rules out an automatic inference from one anomalous reading to one uniquely false theory; it does not authorize indefinitely protecting a theory from independently calibrated tests.
Nor does incommensurability require complete inability to compare. Theories can change the meanings of such quantities as mass while still being compared through specified apparatus readings, limiting calculations and predictions. For instance, the relativistic energy of a free massive particle has the expansion
At , subtracting the rest energy leaves the familiar leading kinetic energy. This is an explicit connection between domains, not an assertion that every concept remained unchanged. It gives a concrete way to retain successful calculations while recognizing the earlier theory's limitations.
Progress measured as closer approach to a single final ontology is therefore not guaranteed by the historical pattern alone. Progress measured through more accurate prediction, solving independently specified problems and understanding why older models work in restricted domains is compatible with substantial conceptual change. These criteria must not be defined merely as whatever a victorious community happens to prefer.
Finally, different specializations can develop competing frameworks simultaneously. A research community need not occupy one uniform stage, and a chronological label alone does not demonstrate a crisis or revolution. The strongest use of Thomas Kuhn's account is consequently comparative: identify what changed in examples, standards and practice, then ask which changes improved scientific capacities. It explains important features of research without supplying a universal historical law or implying that all theory choices are equally good.
It is implausible to deny every case of revolutionary theory change, but reasonable to reject the claim that such changes are instantaneous, complete or wholly disconnected from earlier science. Much turns on the strength of the proposed notion of revolution.
Thomas Kuhn challenges a picture of scientific development as the steady addition of true propositions. His contrast between normal science and revolutionary episodes concerns changes in accepted problems, methods and exemplary achievements as well as changes in propositions. A community can revise the framework within which it decides what needs explaining.[ref] This is a historical proposal, not the claim that every important discovery is a revolution.
The transition from Newtonian mechanics to special relativity supplies a clear physical example of a deep conceptual change. Consider two spatially separated events, and let their differences in one inertial frame be and . A Lorentz transformation gives
For , and , they are not simultaneous in the second inertial frame. By contrast, the Galilean transformation takes , so simultaneity is invariant. The change concerns how time coordinates assigned by separated clocks enter physical measurement, not merely one corrected numerical constant. Albert Einstein begins by defining simultaneity through a clock procedure and then derives the transformation from his postulates.[ref]
One reason to deny revolutions is precisely that the new account retains old achievements. For , and within regimes where relativistic corrections to the relevant measurements are negligible, Newtonian mechanics remains useful. Experimental records, instruments, mathematical methods and many successful predictions cross the transition. That continuity is real. It does not show that the physical interpretation of simultaneity remained unchanged. Numerical approximation in a restricted domain is weaker than identity of conceptual commitments.
A second objection is that major changes emerge gradually. Earlier theories and experiments prepare the transition; different researchers adopt it at different times; its consequences take decades to develop. This undermines a picture of one decisive moment transforming all science. It does not undermine a notion of revolutionary theory change as an extended reorganization of a field. Political revolutions are themselves extended events; the metaphor need not require an instantaneous rupture.
A third objection concerns rational comparison. If a revolution changes standards and meanings, perhaps rival theories cannot be compared at all. But this extreme conclusion is unnecessary. Rival accounts can share instrument records, limited predictions and mathematical limiting relations while differing about their interpretation. Explaining why those records agree in one domain and discriminate theories in another is itself a rational comparison. Conceptual change can make translation partial and difficult without making all evidence inaccessible across the divide.
These qualifications also constrain the historical claim. A local change in one field need not create a universal new worldview. Nor should every anomaly be described as a crisis: normal science routinely works on discrepancies without replacing its framework. Whether an episode is revolutionary should depend on evidence of the extent and character of reorganization, not on a dramatic label attached afterwards.
The defensible conclusion is therefore selective. Denying total, unprepared and irrational breaks may be historically plausible. Denying substantial transformations of fundamental concepts and research standards is much less so. The example of simultaneity shows how continuity of successful calculation can coexist with a change deep enough to merit the name revolution.
The history of science can constrain philosophical claims and support conditional methodological lessons. It cannot, without further premises, turn a record of what scientists did into a rule about what everyone ought to believe. Its strongest contribution is often to reveal that an apparently obvious account of science was too simple.
Consider the claim that scientific progress always adds new facts while preserving every central accepted proposition. The transition from Newtonian mechanics to special relativity supplies a counterexample. Under a Galilean transformation, temporal separation is absolute; a Lorentz transformation mixes time and space coordinates. These are incompatible accounts at unrestricted scope. Yet Newtonian mechanics retains great predictive value at low velocity. Historical change therefore supports a distinction between wholesale accumulation of truths and more limited retention of successful relations. It neither shows that all past knowledge was worthless nor guarantees that current fundamental theories are final.
Thomas Kuhn makes the replacement of central commitments, problems and standards central to his account of scientific revolutions. His introductory examples concern changes that reorganize inquiry, rather than merely adding one item to a fixed inventory.[ref] This supports a warning against reading present categories unaltered into the past. It does not establish that different scientific communities can never compare evidence or understand one another. Semantic or methodological change is weaker than the claim that rational comparison is impossible.
A second lesson concerns anomalies. If actual successful inquiry sometimes retains a theory while examining instruments or auxiliary hypotheses, a methodology demanding abandonment at the first discrepancy misdescribes that inquiry. This matters because experimental predictions concern a package, not a lone sentence. Lakatos's comparison of progressive and degenerating programmes turns attention to whether retaining a framework produces independently corroborated developments.[ref] The lesson is conditional: persistence is defensible when it opens productive tests and alternatives, not simply because famous scientists once persisted.
The history of science also puts pressure on scientific realism. If empirically successful theories have posited entities later rejected, success alone cannot guarantee literal truth. Larry Laudan's historical challenge targets a proposed explanatory connection between success, reference and approximate truth.[ref] But a list of failures cannot establish the fraction of successful theories that fail unless the population and selection process are specified. Cases chosen precisely because they were overturned are an especially poor basis for an unqualified numerical forecast about present theories.
There is also a distinction between a historical cause of belief and a justification for belief. Training, instrumentation and institutions affect which theories scientists can develop and test. This makes science a human activity without showing that its results are merely expressions of local preference. A historically informed evaluation should compare the evidence available at the time, the competing proposals, and the costs of different mistakes. Otherwise, hindsight converts the eventual winner's assumptions into premises that earlier participants supposedly should already have known.
These conclusions are philosophically important because they change how we allocate trust. They favour confidence differentiated by claim and domain, explicit attention to auxiliary hypotheses, and humility about extrapolation. They also favour institutions that preserve criticism and scientific replication, because individual ingenuity does not ensure reliable correction. The further normative premise is explicit: methods deserve support insofar as they help inquiry detect error and achieve its evidential aims.
History consequently offers counterexamples to universal philosophical generalizations and evidence for competing explanations of scientific change. It does not choose a unique epistemology automatically. Its value lies in making accounts of rationality and progress answerable to what careful investigation actually reveals, while keeping the passage from description to evaluation open to argument.
Thomas Kuhn 2026-10-24
Figure 1.
Portrait of Thomas Kuhn
. Bob Bielk, 1977; Princeton University Weekly Bulletin. Public domain in the United States; the linked file page records territorial qualifications. Source.