PhilSci-L01: Introduction and Logical Empiricism

In short

What makes a statement meaningful, and what makes a body of statements science?

The logical positivists of the Vienna Circle: a statement means something only if it is true or false by logic alone (like mathematics) or could in principle be checked by observation. Everything else that pretends to describe the world, above all traditional metaphysics, is not false but literally meaningless. Science is the body of statements that pass this test, tied to observation by logic.

The test turned out to be hard to state and too demanding for real science, so the movement softened into logical empiricism. Its picture of a scientific theory, a set of sentences linked to observation by rules, was later challenged by the view that a theory is a family of models.

On the mock exam this is Q1 (10 marks): the verifiability criterion of meaning and its significance for demarcation.

What separates science from everything else?

Physics, astrology and theology all make claims about the world. What sets science apart? This is the problem of demarcation: where the line between science and non-science runs. The Vienna Circle answered it with a theory of meaning, and their main target was metaphysics (the study of the nature of things or of being: space and time, causation, free will, mind and matter). Popper’s rival answer is in L01b.

The background: experience, reason and Kant

Two old answers in epistemology (the study of knowledge) set up the whole story.

Rationalism (Plato, Descartes, Spinoza, Leibniz): reason alone can give real knowledge of the world. Mathematics is the model: axioms, deduction, and the certainty and necessity rationalists seek.

Empiricism (Aristotle, Locke, Berkeley, Hume, and today Bas van Fraassen, met again in L05): experience is the fundamental source of knowledge about the world. Induction (generalising from observed cases) is central, and empirical knowledge is contingent and fallible.

These are positions about knowledge. Positions about what exists are a separate question: realism about objects (things exist independently of minds), idealism (objects depend in some way on mind or experience), realism about ideas (universals, general properties such as “redness”, exist independently of minds), nominalism (only individual things exist; general terms are just names). Keep the two questions apart, because the answers combine freely: Berkeley was an empiricist and an idealist, and a nominalist can be a realist about physical objects.

Immanuel Kant (late 18th century) tried to combine rationalism and empiricism. The content of knowledge comes from experience, but some conditions of knowledge are a priori (known independently of experience): space, time and basic concepts such as causation are not learned from experience; they are the conditions under which we can experience anything at all. His key claim is that some judgements are synthetic a priori:

  • Synthetic: it extends knowledge, rather than unpacking what a concept already contains.
  • A priori: its justification does not come from particular experiences.

Kant’s star example was Euclidean geometry: it tells us about real space, yet we know it without experiment. The logical positivists built their position by rejecting this.

The new tools: modern logic and modern physics

Around 1900 two developments made a new kind of empiricism look possible.

Logic. Gottlob Frege built modern first-order logic (variables, the quantifiers “for all” and “there exists”, predicates, rules of inference) and founded the philosophy of language. Alfred North Whitehead and Bertrand Russell tried to derive all of mathematics from logic. Ludwig Wittgenstein studied how language relates to reality. The lesson the positivists drew from all three: logic is tautological, true by form alone and adding no content about the world. This is what later lets them treat mathematics as empty of factual content too.

Physics. Relativity and quantum mechanics overturned what had looked like certain knowledge. General relativity also undid Kant’s example: a non-Euclidean geometry is true of our world, so Euclid’s geometry was no synthetic a priori truth.

The Vienna Circle

The Vienna Circle (1924 to 1938) was a group of scientifically minded philosophers founded by Moritz Schlick and Otto Neurath, with Rudolf Carnap as its central figure; the logician Kurt Gödel took part. Its early, aggressive phase is called logical positivism; the later, moderate phase is logical empiricism.

Their targets were the grand, obscure systems of German philosophy after Kant: G. W. F. Hegel and, in their own time, Martin Heidegger (a philosopher of being, often grouped with the existentialists). Against these they stood for Enlightenment values: reason, clarity, internationalism. Their programme combined empiricism with modern logic: legitimate knowledge is either empirically grounded or logically or mathematically necessary, and philosophy’s job is to clarify the language of science, never to compete with it.

Science, for them, is everyday reasoning made rigorous, aimed at predicting patterns in experience; philosophy studies its logical structure and leaves its history and psychology to others. Kuhn attacks exactly this separation, turning the field from justifying science to asking how science actually works (L02).

The Circle broke up in the 1930s. Schlick was murdered by a former student in 1936, Carnap had already left Austria, and the annexation of Austria by Nazi Germany in 1938 scattered the rest. Many ended up in the United States, where the movement softened.

Meaningful statements: analytic or verifiable

The positivists’ theory of language rests on two ideas.

First, the analytic-synthetic distinction. This is Kant’s distinction, restated in terms of language. An analytic statement is true or false by its meaning alone: “all bachelors are unmarried”. A synthetic statement is true or false because of its meaning and how the world is: “all bachelors are bald”. Analytic truths are necessary, but only because they are empty: they say nothing about the world.

The positivists claimed that all of logic and mathematics is analytic: it records how we have decided to use symbols, and does not describe the world. So, against Kant, there is no synthetic a priori: whatever we know independently of experience is analytic. Geometry shows how this works. Pure geometry is analytic: it only describes possible systems of points and lines. Which of those systems fits our space is an empirical question, and relativity says it is a non-Euclidean one.

Second, the verifiability criterion of meaning. It applies to every statement that claims to say something about the world. To understand such a statement is to know what observation would show it true or false; if no possible observation could bear on it, it says nothing.

Two clarifications keep this from being misread:

  • In principle, not in practice. “There are mountains on the far side of the moon” (a standard example from outside the course readings) was meaningful before anyone could fly there: we knew what observation would settle it. Observation counts in a broad sense: any kind of sensory experience.
  • Strict or weak. Read strictly, “verifiable” means conclusively provable by observation. That would make universal laws meaningless, since no finite number of observations proves “all metals expand when heated”. So the criterion came to be read weakly (outside the readings: early Schlick did want conclusive verification): there must be possible observations that count for or against the statement. Peter Godfrey-Smith, author of the week 1 reading “Logic Plus Empiricism”, notes that “testability” would have been the better word.

The verifiability criterion of meaning

A statement is meaningful (scientific) if it is verifiable: its truth can in principle be determined through observation or experiment.

“The meaning of a statement is its method of verification.”

Together with analytic statements, these are the only meaningful statements. The force is in the “only”: anything else is a pseudo-statement.

The criterion was a weapon. Science and everyday talk pass it. Poetry fails it harmlessly, since it never claimed to state facts. What fails harmfully is language that claims to state facts and does not: most traditional philosophy, much of ethics, and theology.

How a word gets its meaning: reduction to observation

Early Carnap saw philosophy as the logical analysis of language, done syntactically: he studied the forms of sentences and rules of deduction (syntax: the formal rules of a language, with meaning left out), and left meanings to psychology. A formal theory of meaning, semantics, only arrived in the late 1930s with Alfred Tarski. So Carnap had to explain meaning through logical relations between sentences.

He applies the criterion to single words. To fix what a word means, take the simplest sentence it can appear in, its elementary sentence: for “stone”, that is ” is a stone”. Then answer four questions about that sentence :

  1. What sentences is deducible from, and what is deducible from ?
  2. Under what conditions is true, and under what conditions false?
  3. How is to be verified?
  4. What is the meaning of ?

For Carnap these are four formulations of one question. All factual language ultimately rests on observation sentences (also called protocol sentences: reports of what is observed). So to know how a sentence is logically linked to observation sentences is to know its truth conditions, its method of verification and its meaning. A word is meaningful when the sentences it can occur in are reducible to observation sentences.

Arthropods

” is an arthropod” is deducible from, and implies, the sentences ” is an animal”, ” has a segmented body”, ” has jointed legs”. Each of these can be checked by looking. That fixes the meaning of “arthropod”: a technical word reduced to observable conditions.

Carnap’s made-up word shows the other side. Someone says some things are “teavy” and others are not, but there are no empirical signs of teavyness; which things are teavy is an eternal secret. Then “teavy” means nothing. Images and feelings its user associates with it do not give it meaning.

An obvious objection: are deduction, truth, verification and meaning really one thing? Deduction is about logical consequence, truth about how the world is, verification about evidence, meaning about what an expression says. Equating them needs strong assumptions. Carnap himself pulled meaning apart from verification after Tarski, and Quine’s holism later attacked the link between meaning and testing (both below).

The weapon at work: metaphysics as pseudo-statements

The showcase is Carnap’s essay “The Elimination of Metaphysics Through Logical Analysis of Language” (1932). Earlier critics called metaphysics false or pointless; Carnap’s charge is stronger: meaningless in the strictest sense. A pointless question or a false, even self-contradictory, statement still has meaning; only meaningful sentences can be true or false. A pseudo-statement is a string of words that looks like a statement but does not make one at all.

Pseudo-statements arise in two ways.

Words with no criterion of application, like “teavy”: no observable conditions say when the word applies. “God” has a clear meaning in mythology (beings on Olympus, observable in principle); in metaphysics it is stripped of any reference to experience and given no new meaning. The same goes for “the Absolute”, “the Unconditioned”, “the thing in itself” (Kant’s world as it is apart from our experience), “absolute spirit”.

Meaningful words combined in a way logical syntax does not allow. Carnap calls this a type confusion: grammar lets you form the sentence, but it cannot be translated into a logically correct form. A typical case is applying a predicate meant for things to “being” or “existence” itself. His target sentence comes from Heidegger’s 1929 lecture What Is Metaphysics?:

"Das Nichts selbst nichtet": "The Nothing itself noths"

The sentence treats “nothing” first as the name of a thing (the Nothing) and then as a verb (it noths). In modern logic “nothing” is neither. “Nothing is ” means “it is not the case that there is an that is “. No object called Nothing appears, so there is nothing that could do any nothing-ing. The sentence is grammatical, but it expresses no proposition. It is not false; it says nothing.

Likewise “something is ” is : existence is expressed by the quantifier, and is not an activity a thing performs. So Descartes’s “I think, therefore I am” needs no metaphysical “I” or ego: “I think” means only “there is something that thinks”, .

Why, then, have so many brilliant people written metaphysics? Carnap: it has content, just not theoretical content. It expresses an attitude towards life, which art does better: metaphysicians are “musicians without musical ability”, dressing an attitude up as a theory as if truth were at stake.

The Carnap-Heidegger clash also marks the split between analytic philosophy (logic first) and continental philosophy (fundamental philosophical insight first). Alan Richardson, a historian of philosophy, summarising Michael Friedman, traces “the fundamental cleavage in 20th-century philosophy” to this dispute.

What this means for demarcation

Every meaningful statement is analytic or verifiable, and science consists of verifiable statements (plus logic and mathematics). So the line between science and non-science becomes a line between meaningful and meaningless factual claims.

Significance for demarcation

The criterion solves the problem of demarcation: theories whose statements are not verifiable consist of pseudo-statements and are pseudo-science. They seem to say something (like metaphysics), but they are literally meaningless.

So pseudo-science and metaphysics are excluded without anyone having to show them false: they never get as far as being true or false.

Popper, who knew the Circle but was never a member, drew the line differently. “Testability” turns up on both sides, but the jobs differ. For the positivists, a statement with no possible evidence for or against it is meaningless. Popper’s falsifiability separates science from non-science and says nothing about meaning: for him metaphysics can be meaningful, important, and the seed of later science. His further point, that no observations can ever verify a universal law, hits only the strict reading; against the weak reading the real difference is what the line separates. The full contrast is in L01b, under “Not science does not mean nonsense”.

What is a scientific theory? Sentences

The logical empiricists’ answer is the syntactic conception, also called the Received View. A theory is a collection of sentences in a formal logical language, made of three parts:

  1. Axioms: the theoretical starting points, read as basic laws.
  2. Derived sentences: everything deduced from the axioms by the rules of the language.
  3. Correspondence rules: rules linking theoretical terms to observational terms.

It is called syntactic because it treats a theory as a formal system: a vocabulary plus rules for building and deducing sentences.

The key distinction is between observational terms (“red”, “pointer reading”) and theoretical terms (“atom”, “electron”). Theoretical terms are not directly observable, but they are meaningful because the correspondence rules connect them to the empirical world. An observation sentence contains only observational terms.

axioms (basic theoretical laws)
        |  deduction
        v
derived theoretical sentences
        |  correspondence rules
        v
observation sentences <-- tested

Kinetic theory and the ideal gas law

Axioms. Gases are systems of molecules in motion. Energy and momentum are conserved. Molecules are elastic and obey Newtonian mechanics.

Correspondence rules. Pressure is the mean force (per unit area) with which molecules hit the walls of the container. Absolute temperature is proportional to the mean kinetic energy of the molecules: where is Boltzmann’s constant, the mass of a molecule, its speed, and the average over all molecules.

Derivation. From the axioms plus the pressure rule, kinetic theory gives with the volume and the number of molecules. Substituting the temperature rule turns the bracket into and gives the empirical Boyle-Charles ideal gas law:

Unobservable molecules, linked by rules to observable pressure, volume and temperature, yield a law you can check in a lab.

This was a normative ideal: a rigorous standard for evaluating scientific knowledge and progress. It was not an attempt to describe what goes on in a laboratory.

What went wrong with verificationism

It was hard to state. The criterion had to be demanding enough to exclude metaphysics and liberal enough to admit all of science, and every version failed one way or the other. The strict reading excludes universal laws, as we saw; the weak reading lets metaphysics in. “Metals expand when heated and the Absolute Spirit is perfect” now counts as testable: a metal that does not expand refutes the whole conjunction (if is false, is false). Each patch opened a new hole.

It seems to undermine itself. A standard objection, from outside the course readings: the criterion itself is neither analytic nor verifiable by observation, so by its own standard it looks meaningless. (Defenders treat it as a proposal, not a factual claim.)

Theoretical terms resisted reduction. The first hope, translating all factual talk into talk about sensations, was soon dropped as too extreme. Observation sentences came to be about ordinary observable objects instead. Even so, sentences with words like “electron” or “gene” could not be turned into observation sentences one by one.

Testing is holistic. The American philosopher W. V. O. Quine argued in “Two Dogmas of Empiricism” that no single statement can be tested on its own. A prediction follows only from a hypothesis plus assumptions about instruments and conditions, so a failure says something in the bundle is false, not what. This is the Duhem-Quine thesis (the physicist Pierre Duhem had made the point earlier), covered in L03. If statements cannot be tested one at a time, and meaning is method of testing, they do not have meanings one at a time either. Quine calls this target “reductionism”: the dogma that each statement has its own set of confirming experiences. The positivists had in fact accepted holism about testing, but their criterion still attached observations to each sentence separately.

The analytic-synthetic distinction itself. Quine also argued that no sharp line between analytic and synthetic statements can be drawn: in his “web of belief”, even statements that look analytic could be revised in response to experience. That attacked the other pillar of the theory of language.

From outside the movement, Popper offered falsifiability as a rival criterion, one that demarcates science without judging meaning (L01b), and Kuhn’s history of science (L02) challenged the idea that theory change could be captured by logic at all.

The softening: logical empiricism

Carnap changed his view. In the 1930s, under the influence of the logicians Gödel (a fellow Circle member) and Tarski, he:

  • stopped identifying meaning with verification: meaning is not just verification. In logical empiricism generally, talk of verification gave way to confirmation, which comes in degrees: evidence makes a statement more or less well supported, and inductive logic was meant to measure how much. The weak reading only asked whether such evidence is possible at all.
  • accepted a full semantics, the theory of meaning he had earlier left to psychology: theoretical terms receive an interpretation of their own, instead of being mere shorthand for observations.
  • weakened the correspondence rules to allow partial interpretation: a theoretical term gets part of its meaning from observation and the rest from its place in the theory. This is much closer to a realist view of science.

This is the final version of the Received View: still sentences plus correspondence rules, now with partially interpreted terms. (“Semantics” here means a theory of meaning; it is a different thing from the semantic conception of theories in the next section.)

He kept his rejection of metaphysics, but it lost force: once theoretical terms are interpreted as standing for electrons and fields, he cannot avoid ontology, the question of what exists. As Richardson puts it, “the move to semantics blunts the force of Carnap’s diagnosis of metaphysics as confusion.”

Godfrey-Smith sums up the later movement: meaning became holistic, a theory connecting to observation as a whole, and the analytic-synthetic distinction was kept but treated as questionable. Whether theories describe only patterns in what we observe, or hidden structure behind it, became the question of scientific realism (L05).

What is a scientific theory? Models

The semantic conception starts from three objections to the syntactic one:

  1. Axiomatisation. Many scientific theories have never been axiomatised, and perhaps never will be.
  2. Language dependence. One theory can be written in several equivalent ways. Identifying the theory with one of them seems wrong.
  3. Models. Scientists actually work with models, and models often carry a theory’s content better than a list of sentences.

Its slogan: a scientific theory is a collection of models. A model here is a structure defined in mathematics or set theory (a vector space is an example of such a structure) that represents a possible system. It is called semantic because, in logic, a model is what gives sentences their truth: a structure in which they come out true.

Two senses of “model” are easily confused:

  • Iconic or representational model: a concrete representation that captures features of its target, such as a mechanical model of the solar system. It is structurally similar, ideally isomorphic, to what it models (there is a one-to-one mapping between parts and relations that preserves structure).
  • Mathematical or logical model: a structure that makes the sentences of a theory true. This is the main sense the semantic conception uses: it specifies the class of structures directly, and a model applies to a real system when the system has (approximately) that structure.

Kinetic theory as models

A gas of molecules in a region of volume is modelled by points in phase space: holds the positions of the molecules, their momenta: three of each per molecule, coordinates in all. Laws of motion and collision say how the point moves. Statistical mechanics links these micro-models to thermodynamics: is fixed by the container, comes from average momentum transfer to the walls, from the equilibrium distribution of molecular energies. Under the idealisations, the models satisfy . The theory is this class of structures.

SyntacticSemantic
A theory isSet of sentencesClass of models
EmphasisAxioms, derivationHow structures apply to systems
Link to the worldCorrespondence rulesModel fits target system
Typical toolFormal logicSet theory, mathematics

Does the difference survive?

The philosopher Hans Halvorson argued against the semantic view; his 2013 paper is titled “The Semantic View, If Plausible, Is Syntactic”. The philosopher of science Lutz concludes the debate does “not capture any significant differences”, and Frigg gives the balanced verdict: the syntactic view is too restrictive if it allows only formal sentences, since science needs models and natural language, while the semantic view still needs a language to specify its structures. On these readings the two collapse into each other, or are complementary descriptions of the same practice.

What to be able to write

  • The verifiability criterion in the key’s words, “the meaning of a statement is its method of verification”, and its weak reading.
  • The other kind of meaningful statement: analytic (logic and mathematics), true by form, empty of factual content. No synthetic a priori.
  • Demarcation: unverifiable statements are pseudo-statements, so theories made of them are pseudo-science, literally meaningless (stronger than false).
  • One example ready: arthropod reduction, or “The Nothing itself noths” against .
  • Carnap’s two sources of pseudo-statements (no criterion of application; type confusion) and metaphysics as an attitude towards life.
  • One sentence of contrast with Popper: falsifiability sorts science from non-science, not meaning from nonsense.
  • Problems for the programme: hard to formulate, apparently self-undermining, theoretical terms, Quine’s holism and attack on analyticity. How it softened: confirmation, Carnap’s move to semantics, partial interpretation.
  • The syntactic conception (axioms, derived sentences, correspondence rules) with kinetic theory; the semantic conception’s three objections and slogan; whether the difference survives.

The full model answer for mock Q1 is the first exam question below.

Exam questions

Flashcards

  • Course: Course overview
  • Same week: PhilSci-L01b - Popper and Lakatos for Popper’s falsifiability criterion, the main alternative to verificationism
  • Next: PhilSci-L02 - Kuhn on Scientific Practice for the historical critique of the received view
  • Related: PhilSci-L03 - Under-determination for Quine’s holism and the attack on the analytic-synthetic distinction; PhilSci-L05 - Scientific Realism and its Critiques for the theory-observation distinction and realism about theoretical terms
  • Week 1 readings: Carnap, “The Elimination of Metaphysics Through Logical Analysis of Language” (1932; trans. Arthur Pap in Ayer (ed.), Logical Positivism, 1959, abridged; on Canvas). Godfrey-Smith, Theory and Reality (2003), chapter 2, “Logic Plus Empiricism” (on Canvas).
  • Background readings from the lecture: R. N. Giere and A. W. Richardson (eds.), Origins of Logical Empiricism, Minnesota Studies in the Philosophy of Science XVI (1996): Richardson, “Introduction: Origins of Logical Empiricism” (source of the “blunts the force” line, summarising Thomas Ricketts, and of the “fundamental cleavage” line, summarising Friedman); M. Friedman, “Overcoming Metaphysics: Carnap and Heidegger”; P. Galison, “Constructing Modernism: The Cultural Location of Aufbau”.
  • Further reading: Stanford Encyclopedia of Philosophy, Logical Empiricism and Vienna Circle. F. Suppe (1974), The Structure of Scientific Theories. R. Frigg (2022), Models and Theories. Feigl, “The ‘Orthodox’ View of Theories” (1970), for the network-and-soil picture of the received view.