RESEARCH DOSSIER
Language Understanding
Abstract. Language understanding is the capacity to assign, negotiate, and critically sustain the significance of expressions and utterances within an interpretive practice. This monograph asks what a language user must grasp, how such grasp becomes publicly recognizable, how sentence meaning relates to speaker meaning, and what warrants attributing understanding to human and artificial interpreters. It reconstructs ancient discussions of names and signs, early modern theories of ideas, the semantic turn inaugurated by Frege, truth-conditional and verificationist programs, rule-following and ordinary-language philosophy, intention-based pragmatics, radical interpretation, philosophical hermeneutics, social externalism, and computational semantics. A comparative analysis distinguishes semantic competence, contextual interpretation, communicative uptake, normative accountability, and rationally revisable integration. The resulting account treats understanding as a graded, situated achievement whose dimensions require different forms of evidence. It establishes conditions for responsible cross-system attribution without collapsing philosophical meaning into either subjective experience or benchmark accuracy, and identifies unresolved questions about correctness, social participation, embodied access, testimony, and artificial public reason.
Keywords: language understanding; linguistic competence; semantics; pragmatics; meaning; interpretation; speech acts; inferential role; truth conditions; rule-following; hermeneutics; radical interpretation; social externalism; reference; linguistic normativity
The Philosophical Problem of Understanding Language
To understand an utterance is to identify what can rationally be made of it in a context. This deceptively simple capacity includes recognizing words and grammatical relations, determining what is being said, locating the subject matter, grasping the point of the utterance, and being able to respond where appropriate. Someone who understands “The bridge is closed” recognizes not only a syntactically coherent sentence but a claim about a bridge whose relevance depends on who speaks, which bridge is at issue, whether the utterance is warning, quotation, joke, or report, and what evidence would make the report mistaken. Understanding connects signs to conditions of intelligible interpretation.
The philosophical problem is one of constitution and attribution. What constitutes this capacity, and how could one know that a particular interpreter possesses it? Knowledge of a dictionary entry is different from knowing how to apply a word; producing an expected answer is different from appreciating the communicative act that solicited it; appreciating a speaker’s point is different from endorsing the proposition asserted. These distinctions generate multiple, partially independent criteria of understanding (Grice, 1957; Davidson, 1986; Wittgenstein, 1953).
A useful initial formulation is relational: an interpreter U understands an expression E, relative to a linguistic practice L and context C, insofar as U can place E within appropriate semantic, inferential, practical, and corrective relations. The formulation leaves open whether these capacities must be conscious, explicitly represented as rules, bodily enacted, socially acquired, or implemented in a particular physical substrate. Those are substantive theses requiring separate arguments. Its advantage is to identify the phenomenon to be explained without settling contested metaphysical questions in advance.
The monograph examines understanding as a philosophical subject of its own. Theories of meaning investigate what expressions mean; theories of reference investigate how words and thoughts concern objects; theories of mind investigate intentional states. Language understanding asks how an interpreter becomes competent with expressions and speech and what justifies the attribution of that competence. These inquiries intersect while retaining distinct explanatory questions.
Conceptual Scope and Levels of Attribution
The verb “understand” is relational and context-sensitive. One can understand a word, a sentence, a speaker, a conversation, a joke, a historical text, or a technical instruction. Understanding a foreign-language sentence by following a translation differs from independently understanding the foreign language. Understanding an assertion may require little specialist knowledge, whereas understanding a mathematical proof involves seeing why each inferential transition is legitimate. There is no single observable performance common to every case.
At the lexical level, understanding concerns the conventional and contextual significance of expressions. At the sentence level, it concerns composition and the sort of content that can be evaluated for truth, satisfaction, or felicity. At the utterance level, interpretation includes reference assignment, implicature, presupposition, irony, and practical force. At the discourse level, it includes how claims alter a shared informational situation and how later turns revise earlier assumptions. At the reflective level, an interpreter can explain, criticize, translate, or improve an interpretation.
A distinction between ability and achievement is essential. Linguistic competence is a persisting capacity; successfully interpreting an utterance is an event. A proficient speaker may misunderstand a whispered sentence because of noise, and an inexperienced student may correctly infer the meaning of a difficult sentence on a single occasion. Success is evidence for competence but does not constitute the whole history of a competence. Conversely, asserted possession of competence requires some intelligible account of what the possessor can do when circumstances vary.
Nor is comprehension identical to agreement. A critic can understand a false, offensive, or incoherent claim well enough to identify its presuppositions and explain its error. Understanding can therefore be manifested in justified refusal, correction, or counterargument, not only in cooperative completion of a request. The distinction matters for education, intercultural interpretation, legal testimony, and the assessment of conversational systems.
Names, Convention, and Knowledge in Plato
Plato’s Cratylus stages a conflict between Hermogenes’ conventional account of names and Cratylus’ thesis that names possess a correctness grounded in nature. The discussion begins at 383a–384e, then examines the craft of naming and the possibility that a name may imitate the nature of a thing. Socrates’ exploration of etymologies is philosophically significant because it shows both the attraction and fragility of explaining understanding by an allegedly transparent relation between sound and reality (Plato, Cratylus, 383a–390e).
The decisive problem is that names are themselves objects requiring assessment. If a name could teach the nature of a thing only because its structure accurately resembled that thing, the learner would need some way to distinguish accurate from misleading names. At 435d–439b, Plato complicates the idea that names alone secure knowledge: custom plays a role, and knowledge of things ultimately cannot be wholly dependent on the names assigned to them. The precise dialectical distribution of these commitments remains contested; the dialogue should not be reduced to a modern slogan that either nature or convention wins unequivocally.
This problem anticipates a durable question. Does linguistic understanding arise from grasping representations whose adequacy can be checked independently, or from competent participation in the practices through which words acquire use? Plato makes the problem visible by refusing to treat the sound of a name as self-authenticating evidence of what it means. The philosophical consequence concerns epistemic priority: understanding words may aid inquiry into things, yet an interpreter also needs resources for recognizing when the words themselves mislead.
In contemporary terms, this is a challenge to purely lexical accounts. A dictionary may provide a name, a definition, and examples without independently verifying whether the concept is well formed or the purported referent exists. The ability to reconsider the name’s adequacy is therefore a dimension of understanding rather than an optional ornament to it.
Aristotle on Signs, Thought, and Assertion
At the opening of De Interpretatione, Aristotle distinguishes written marks, spoken sounds, affections of the soul, and things. The conventional variability of written and spoken signs is contrasted with the relation between thought and what thought concerns (De Interpretatione 1, 16a3–9). The formulation has sometimes been read as an early representation-based semantics, although the exact interpretation of pathēmata tēs psychēs and the wider Aristotelian psychology must remain historically specific.
Aristotle immediately introduces a further distinction: isolated names and verbs do not, by themselves, express what is true or false in the manner of an affirmation or denial. Truth and falsity emerge through combination and separation (16a9–18). A reader who recognizes the word for a creature has acquired something, but recognizing that a sentence asserts the creature’s existence requires grasping the way expressions combine into an assessable proposition.
Understanding here has both lexical and logical dimensions. One must know how signs conventionally function and how the structure of an utterance determines its assertoric significance. The latter insight becomes important for modern compositional theories, although Aristotle’s treatise is not a modern model-theoretic semantics and should not be translated into its vocabulary as if no historical development intervened.
The persistent philosophical question concerns what connects representation and rational appraisal. When someone understands a sentence, there is something they can affirm, deny, challenge, or infer from. Whatever the metaphysics of mental affection, an adequate account must explain this transition from meaningful expression to propositionally organized assessment.
Augustine and the Limits of Instruction by Signs
Augustine’s De Magistro (written in 389) examines the role of signs in teaching and learning. Its dialogical inquiry into words and what words disclose turns on a difficulty: if the learner already knows the relevant thing, words can direct attention to it; if the learner has no grasp of it, merely presenting a sign may fail to provide the sought knowledge. The argument challenges simple transmission models in which a teacher deposits meaning into a hearer by uttering words (Augustine, De Magistro, especially chapters 8–14).
The Augustinian argument operates within a theological and epistemological framework, culminating in the importance of inner illumination. Contemporary philosophical reconstruction can separate this historical conclusion from the general problem that motivates it. Linguistic signs depend on prior capacities for discrimination and recognition, yet instruction clearly can extend what learners know. The challenge is to explain how linguistic interaction, perceptual access, demonstration, and inference cooperate in making a previously unintelligible expression intelligible.
An unfamiliar word can be learned by being shown a tool, by hearing it used in contrasting sentences, or by receiving an explicit definition in terms already understood. Each case involves more than an isolated correlation between a sound and an object. The learner must identify which properties of the situation the word tracks, and subsequent applications can correct the initial hypothesis.
Augustine thus contributes a problem of explanatory circularity. Explanation through words presupposes some already meaningful vocabulary; pointing presupposes the ability to interpret pointing; teaching by example presupposes recognition of relevant similarities. A theory of understanding must identify the productive role of these background capacities while explaining how they themselves develop.
Locke, Ideas, and Communicative Opacity
Book III of Locke’s Essay Concerning Human Understanding (1690) gives language a central role in communication. Locke characterizes words as sensible signs of the ideas of those who use them, while explaining the practical need for general terms, definitions, and shared conventions (Book III, chapters 1–3). His account makes an important distinction between the private availability of an idea and the public expression through which others seek access to it (Locke, 1690/2004, III.ii).
An apparent advantage of the theory is that it locates linguistic understanding in a subject’s grasp of content rather than in mere sound production. It also presents a serious coordination problem. If the immediate signification of a word depends on each speaker’s ideas, what explains shared understanding between speakers whose internal representations may differ? Locke recognizes sources of verbal imperfection and abuse in Book III, chapters 9–11; linguistic communication demands correction and the stabilization of use.
The philosophical issue is not resolved by assuming that every speaker attaches exactly the same private image to a word. Speakers can understand a term such as “triangle,” “justice,” or “water” without possessing identical sensory images or identical disciplinary expertise. They can also discover that an apparently shared word disguises substantial disagreement about the object of discussion.
Locke’s contribution is therefore double. He shows why understanding must involve a meaningful conception rather than a bare vocal response, and he exposes the difficulty of treating individual conception as the complete foundation of public meaning. Later semantic externalism and social theories of understanding transform this latter problem into a question about environments, experts, and communal correction.
Frege and the Cognitive Difference Between Expressions
Frege’s “Über Sinn und Bedeutung” (1892) distinguishes Sinn from Bedeutung. In the standard English translation, “sense” expresses a mode of presentation, while “reference” commonly renders Bedeutung; the original German term carries a wider historical translation debate. Two singular terms may refer to one object yet present it differently, so that their identity statement can be informative rather than trivial (Frege, 1892/1980).
The central lesson for understanding is that identifying a referent does not exhaust grasping the content through which it is identified. Someone can learn that the morning star and evening star are the same celestial body while already being competent with both expressions. The resulting knowledge involves an alteration in the relations among modes of presentation, not the discovery of a second object.
Frege also places objective logical content at the center of his account, thereby challenging purely psychological theories of meaning. A thought’s capacity to be true or false and shareable among reasoners depends on more than each individual’s fluctuating mental image. In this setting understanding is connected to rational accessibility: a learner grasps a structured content through which inference and judgment become possible.
One should not infer that every kind of linguistic understanding consists in entertaining an explicitly Fregean sense. Expressions have pragmatic, expressive, and context-sensitive uses whose description requires more than the singular-term cases. Frege instead clarifies a problem every successful general account must face: why can competent speakers differ in informational access while referring to the same things, and how do explanations alter that access?
Truth Conditions and the Systematicity Requirement
Truth-conditional theories connect understanding a declarative sentence with grasping the circumstances under which it would be true. If a hearer knows what would make “The lamp is on” true, the hearer can distinguish its content from the claim that the lamp is broken or that the room is dark. The insight becomes powerful when meanings of unfamiliar complex sentences can be derived systematically from the meanings of components and their grammatical arrangement.
Davidson’s “Truth and Meaning” (1967) proposes that a suitably interpreted Tarskian theory can illuminate natural-language understanding. Such a theory does not simply list translations; it exhibits how finite semantic resources generate truth conditions for an indefinite range of sentences. A schema of the form “S is true if and only if p” only has the intended explanatory value when the metalanguage and the structure of the theory genuinely provide the appropriate interpretation. Accidental extensional equivalence alone will not secure it (Davidson, 1967; Speaks, 2024).
The theory’s attraction lies in its answer to productivity. Speakers understand sentences they have never previously encountered, and their interpretation can depend on stable structural relations. The theory supplies a model of the knowledge sufficient for such interpretation without requiring that ordinary speakers consciously calculate semantic derivations whenever they hear a sentence.
A limit appears when the speech act depends heavily on circumstances. “It is cold here” can be a report, a request to shut a window, a complaint, or an indirect invitation to move. Knowledge of truth conditions contributes to understanding its assertoric content; grasping what the speaker does with the sentence requires an additional account. Philosophical completeness requires explaining the cooperation between systematic content and situated use.
Montague Grammar and Compositional Interpretation
Montague’s formal semantics extended model-theoretic tools to natural-language expressions. By assigning semantic values to syntactic categories and specifying rules for combining those values, this program shows how understanding an apparently unlimited set of sentences can proceed from limited systematic resources. Quantification, intensional contexts, and scope ambiguity thereby receive treatments unavailable to simple word-to-object mappings (Montague, 1973; Janssen & Zimmermann, 2025).
The explanatory strength of compositionality is clearest when the same words change their semantic contribution under different arrangements. “Every student read a book” can invite distinct scope interpretations; the order and semantic operations matter, and a listener may have to resolve the ambiguity through further context. Understanding involves recognizing the space of possible readings as well as selecting an appropriate one.
However, compositionality is a constraint on semantic explanation rather than a complete psychology of comprehension. A compositional theory can represent semantic assignments without explaining how children learn them, how listeners integrate gestures, how a conversation repairs misunderstanding, or why one interpretation is pragmatically salient. Formal representations can be assessed for adequacy to linguistic judgments without being identified with conscious procedures employed by speakers.
This separation is productive. It prevents a single formal success from carrying every explanatory burden. An interpreter’s systematic competence, real-time parsing, social accommodation, and capacity for reflective revision can be investigated separately while remaining coordinated in an overall theory.
Dummett: Understanding as Manifestable Knowledge
Michael Dummett argues that a theory of meaning should explain what it is to understand a language, raising a tension for accounts that locate understanding in knowledge of truth conditions potentially transcending any speaker’s ability to recognize them. In “What Is a Theory of Meaning? (II)” and related work, the requirement that linguistic knowledge be manifestable in use becomes central to his challenge to realist semantics (Dummett, 1976, 1991).
The argument can be reconstructed in stages. If knowing a sentence’s meaning is a form of practical mastery, there must be some relation between this alleged knowledge and what a competent speaker can recognize, assert, infer, or challenge. When truth is conceived as independent of every possible avenue of verification, the connection between attributed mastery and its observable manifestation becomes problematic. Dummett takes this to motivate rethinking the role of assertion, verification, and justification in meaning.
This does not establish that every meaningful sentence is decidable or that understanding is exhausted by successful verification. A person can understand a conjecture whose truth has never been proved. The relevant demand is to explain how grasp is manifested through justified use, recognition of inferential consequences, and responsible handling of evidence even where definitive proof is unavailable.
Dummett shifts attention from a semantic description as an abstract assignment toward the conditions under which such an assignment can be credited to an actual speaker. The resulting debate remains fundamental for the attribution of understanding to children, specialized communities, foreign-language learners, and artificial systems.
Wittgenstein: Use, Rules, and Practical Mastery
The later Wittgenstein approaches linguistic meaning through uses embedded in human activities. Philosophical Investigations introduces language-games and, in §43, proposes a use-based explanation for a large class of cases. The claim is qualified by its formulation: Wittgenstein does not thereby offer a single universal synonym for meaning or deny that particular words have referential uses (Wittgenstein, 1953/2009, §§1–43).
The significance for understanding is that a learner’s mastery becomes intelligible against an activity. Understanding a request, a measurement, or an invitation requires recognizing the place the expression occupies among actions and reactions. A building instruction and a legal judgment may be grammatically similar but belong to different forms of life, practices of evidence, and standards of correction.
The rule-following investigations, especially §§138–242, expose the difficulty of construing understanding as an inner object that mechanically determines every future application. Any proposed interpretation of a rule can itself be interpreted in different ways. Correct application therefore depends on practices in which training, agreement in judgments, and correction establish what counts as following the rule. This does not entail that every established practice is beyond criticism; rather, criticism presupposes intelligible standards.
The interpretation associated with Kripke (1982) develops a skeptical challenge about meaning and rule-following. Other readings resist the claim that Wittgenstein endorses that skepticism. The historical distinction matters: Kripke’s powerful reconstruction is an intervention into the debate, not a verbatim substitution for Wittgenstein’s own position (Kripke, 1982; Wittgenstein, 1953/2009).
Private Language and the Possibility of Correction
In §§243–315 of Philosophical Investigations, Wittgenstein investigates the possibility of a language whose terms designate experiences accessible in principle only to one individual. The issue is more demanding than secrecy. A code kept private from others may still employ publicly intelligible criteria; the target is a putative language whose standards of correctness cannot be distinguished from the originator’s impression of using a sign correctly (Wittgenstein, 1953/2009, §258).
The reasoning concerns the difference between seeming correct and being correct. If the only available test is whatever presently appears right, an alleged rule lacks a functioning distinction between its application and its misapplication. On influential interpretations, this undermines the idea that wholly private ostensive association can establish a language governed by standards of use (Candlish & Wrisley, 2019).
The argument does not make all experiential language meaningless. Pain talk, for example, participates in ordinary human practices, training, responses, and expressive behavior. Nor does it show that every understanding must be made transparent to every other person. The central question is whether criteria for evaluating usage can operate beyond an uncheckable act of introspective reassurance.
The broader relevance is methodological. Attribution of understanding requires a difference between correct and incorrect continuation. Whether the interpreter is a human speaker, a social institution, or an artificial system, an ascription becomes stronger when applications can be questioned, explained, and corrected according to identifiable standards.
Ordinary Language, Speech Acts, and Force
J. L. Austin’s How to Do Things with Words (1962) shifted attention to the activities performed in speaking. Utterances can promise, apologize, warn, name, request, or authorize, and their success depends on circumstances and conventions. Austin’s treatment of locutionary, illocutionary, and perlocutionary dimensions distinguishes the act of saying something meaningful, the act accomplished in saying it, and the effects produced by saying it (Austin, 1962).
Consider “I promise to return the manuscript.” Recognizing its dictionary meanings is insufficient when the interpreter must determine whether a genuine promise has been undertaken. The relevant questions concern who speaks, what undertaking is made, whether the situation supports the act, and how later conduct can fulfill or breach the commitment. Understanding here includes a practical and normative orientation.
A central philosophical consequence follows: the success conditions for a request are different from the truth conditions of an assertion. An instruction can be followed or ignored without being false in the way a descriptive proposition is false. A promise can be broken without its original performance having been a mistaken description of a state of affairs. An account restricted to truth-value assignments misses important forms of successful comprehension.
Speech-act theory is complementary to semantic inquiry. A hearer frequently needs to understand the propositional content of an utterance to understand the act it performs, while the force of the act influences how that content should be treated in the ongoing conversation.
Grice and the Recognition of Communicative Intentions
Grice’s 1957 paper “Meaning” distinguishes natural signs from nonnatural meaning and analyzes communicative meaning in terms of intentions directed toward an audience. In the developed program, recognizing that a speaker intends a response through the audience’s recognition of that very intention is central to understanding a communicative act (Grice, 1957; 1989).
Suppose someone says, “There is a draft in this room,” while looking toward an open window. The sentence has a descriptive content, yet the conversational act may be an indirect request to close the window. A hearer can understand the literal assertion and still miss the point. Conversely, a hearer can recognize the intended request while doubting the descriptive accuracy of the speaker’s statement.
Grice’s analysis helps explain why communication depends on a structure of publicly accessible reasons rather than simply on transmitting an internal representation. The speaker designs an utterance expecting the audience to infer a point; the audience interprets the utterance in view of that expectation. Understanding is partly the rational reconstruction of this communicative relation.
The intention-based account also faces difficulties. Speakers can have mixed intentions, conventions can carry meaning beyond any particular intention, and communication can occur under deception or profound asymmetry of background knowledge. Later pragmatics disputes the exact reduction of sentence meaning to speaker intentions. A full theory preserves the distinction between an utterance’s publicly available interpretation and the contingent psychology of its speaker (Grice, 1989; Korta & Perry, 2024).
Implicature, Presupposition, and Contextual Enrichment
Conversation regularly conveys material beyond what is directly asserted. The classic Gricean theory explains conversational implicatures through expectations of cooperative rational interaction. If asked whether an applicant writes well and an interviewer replies that the applicant is punctual, the answer may suggest that stronger praise is unavailable. The suggested content is defeasible and context-sensitive; it is not automatically part of the sentence’s literal semantic value (Grice, 1975/1989).
Presuppositions create a related challenge. “The dean has stopped smoking” ordinarily presents the dean’s prior smoking as backgrounded, and participants may accommodate that background unless they challenge it. Understanding a conversational move includes tracking which propositions are asserted, which are presupposed, and which are implicated. The different categories support different patterns of denial, revision, and responsibility.
Indexicals demonstrate contextual determination directly. “I,” “here,” and “now” may receive different referents in different contexts while retaining stable linguistic rules. The interpreter must use contextual information rather than merely memorizing a constant referent. Irony and metaphor further show that understanding can involve a discrepancy between conventional sentence content and communicative significance.
Theoretical disputes concern how to locate the boundary between semantics and pragmatics. Minimalists seek to preserve a determinate semantic contribution; contextualists assign a larger role to pragmatic enrichment. The conceptual issue for understanding is how different sources of information jointly determine an interpretation, not whether all languages should be classified under a single theoretical slogan.
Quine, Indeterminacy, and Radical Translation
In Word and Object (1960), Quine imagines the predicament of radical translation: interpreting an unfamiliar language without relying on a prior bilingual dictionary. Observed use and circumstances constrain candidate translations, but Quine argues that they may underdetermine a unique assignment of reference and translation. The “gavagai” example dramatizes the possibility of systematically different manuals compatible with available evidence (Quine, 1960, chapter 2).
The argument is frequently oversimplified as claiming that no one understands anyone else. Its more precise target is a particular philosophical image of meaning as determinate objects recoverable through behavioral evidence alone. Quine asks whether the facts available to translation determine uniquely what one means, and his conclusions depend on a wider naturalistic program concerning evidence, ontology, and conceptual schemes.
For language understanding, radical translation exposes the interpretive contribution of background assumptions. A competent translator does more than match audible patterns to repeated scenes. The translator distinguishes kinds, predicates, temporal relations, and inferential commitments, while constructing a systematic account that can explain new usages.
The possibility of alternative translation manuals does not erase every distinction between better and worse interpretation. A translation can conflict with later use, fail to predict responses, or mishandle inferential connections. Quine nonetheless forces a methodological question: whether publicly available correction and systematic fit are sufficient for understanding even when metaphysical uniqueness of a translation is unsettled.
Davidson and Radical Interpretation
Davidson’s radical interpretation shifts the emphasis from matching words across languages to constructing a theory of what a speaker means. The interpreter must jointly estimate beliefs, utterance meanings, and circumstances because meanings cannot be identified independently of beliefs and beliefs cannot be identified independently of meanings. The problem therefore has an irreducibly holistic structure (Davidson, 1973).
Davidson’s principle of charity is a constraint on making another speaker intelligible, not a requirement to pretend that every assertion is true. Interpretation needs considerable agreement and logical coherence in order for disagreements and errors to be recognizable as such. The interpreter uses what speakers hold true and how their utterances relate to a shared world as evidence for a developing semantic theory.
A major distinction follows. A theory can systematically describe conditions for interpreting a language without being an actual sequence of psychological calculations followed by an interpreter. Davidson’s theory is primarily philosophical: it specifies requirements on an adequate account of interpretability. Its importance extends beyond formal semantics because it identifies the mutual dependence of thought attribution and linguistic comprehension.
The account invites questions about radical disagreement, social inequality, deceptive speech, and the relation between a rationalizing interpreter and the actual speaker. The method is most illuminating when treated as a constraint on coherent interpretation rather than a license to reconstruct every unfamiliar speaker in the interpreter’s own image.
Malapropisms, Innovation, and Interpretive Repair
“A Nice Derangement of Epitaphs” (1986) examines malapropisms and creative departures from expected linguistic conventions. When a speaker uses an unexpected word but the audience nevertheless understands the intended point, successful interpretation appears to outrun a fixed, previously shared linguistic code. Davidson distinguishes a prior interpretive theory from the passing theory that interlocutors converge upon during an actual exchange (Davidson, 1986).
The argument brings negotiation into the center of understanding. A hearer can notice that the literal form would make little sense, form a hypothesis about the speaker’s intention, test it against the context, and adjust expectations. The speaker may then accommodate the hearer’s response, allowing understanding to arise through dynamic coordination.
This insight does not make conventional language irrelevant. Shared usage often supplies the materials from which participants detect and repair a deviation. Repair itself can be successful only because enough features of the utterance and situation are recognizable. The conceptual lesson is that linguistic understanding depends on competence with stable patterns and a capacity to revise the interpretation of those patterns when they fail.
A system evaluated exclusively on familiar, well-formed examples may exhibit semantic competence without demonstrating this stronger form of interpretive flexibility. Productive assessment must therefore include novel usages, errors, pragmatic shifts, and opportunities to recover from misunderstanding.
Gadamer and the Historical Mediation of Understanding
Gadamer’s Wahrheit und Methode (Truth and Method, 1960) investigates understanding as historically situated interpretation. In this philosophical hermeneutics, language provides a medium through which a subject matter becomes intelligible; interpretation takes place within traditions that shape the questions interpreters are prepared to ask. Historical distance and inherited prejudgments can both enable and distort understanding (Gadamer, 1960/2004).
The account complicates the picture of an interpreter simply decoding a fixed proposition. A contemporary reader of an ancient text brings a historically located horizon of questions. Responsible understanding requires openness to the text’s claim, attention to the difference between historical circumstances, and willingness to have one’s own assumptions revised. Gadamer’s “fusion of horizons” should not be mistaken for the elimination of all disagreement.
A genuine tension arises between historical fidelity and present intelligibility. To understand a text in its historical language requires reconstructing distinctions that may no longer be salient, while understanding it as a philosophical interlocutor requires asking what the argument can mean now. A careful interpretation makes these two operations explicit and does not silently attribute modern categories to earlier authors.
Hermeneutics broadens the standards of understanding beyond sentence-level truth conditions. A translation can be locally accurate but philosophically misleading when it conceals the historical structure of the problem. Conversely, historical reconstruction becomes sterile when it cannot explain why the problem remains intelligible. The best understanding develops a dialogue between historically accountable reconstruction and present rational appraisal.
Language, Translation, and Cross-Traditional Interpretation
Translation is a stringent test of understanding because it requires preserving philosophically relevant distinctions across differing lexical and grammatical systems. The German Sinn and Bedeutung, Greek logos, Latin signum, and English “meaning” do not map onto one another through a permanently fixed one-word substitution. Their use is conditioned by conceptual histories and individual authors’ theoretical aims.
A translator dealing with Aristotle’s logos must decide whether the context favors “account,” “reason,” “statement,” or “sentence.” A translator of Frege must consider the semantic role of Bedeutung, the surrounding argument, and the convention of a particular scholarly edition. Successful translation can thus require an explanatory note rather than a seemingly seamless lexical equivalent. Philosophical understanding is sometimes deepened by preserving a resistant original term.
Comparative interpretation also demands restraint concerning historical connections. Similar problems can arise in different intellectual traditions without one tradition having directly borrowed from another. An argument about the relation between names and things, for example, must be reconstructed in the evidential language of the source tradition before being redescribed in contemporary semantic terms.
These considerations support a practical criterion of interpretive responsibility: preserve identifiable source distinctions, explain important translation choices, and separate the historical writer’s actual claims from the interpreter’s proposed philosophical extension. Such practices make understanding open to criticism and refinement.
Putnam, Burge, and Semantic Externalism
Semantic externalism challenges the idea that everything relevant to linguistic content can be fixed by an individual’s internal state. Putnam’s “The Meaning of ‘Meaning’” (1975) develops a Twin Earth thought experiment to show how apparently matching psychological states can accompany different extensions of natural-kind terms. The example concerns the relation between internal conception, environmental substances, and the reference of expressions (Putnam, 1975).
Burge’s “Individualism and the Mental” (1979) develops a social externalist argument with the familiar case of a person using “arthritis” under a partly mistaken belief about its application. The content attributed to the individual depends partly on community linguistic practice, including expert correction, rather than exclusively on the individual’s private definition (Burge, 1979).
These examples change the concept of understanding. A speaker may use an expression meaningfully while possessing incomplete or mistaken beliefs about its extension. Competence can include the capacity to defer appropriately to knowledgeable participants and revise use when corrected. There is a difference between grasping a term well enough for ordinary conversation and possessing an expert’s explanatory mastery of its referent.
Externalism also poses challenges. It must explain how individuals exercise genuine agency in understanding if contents partly depend on structures beyond their immediate knowledge. A plausible answer distinguishes full metasemantic determination from the local competences by which speakers participate in a content-bearing practice. Understanding is not universal omniscience about the terms one uses.
Inferential Role, Reasons, and Articulation
Inferentialist accounts place the role of expressions in reasoning at the center of semantic understanding. Brandom’s Making It Explicit (1994) reconstructs linguistic practices in terms of commitments, entitlements, and scorekeeping. Knowing what a claim means involves appreciating what it follows from, what it licenses, and how it can alter a speaker’s normative position (Brandom, 1994).
Suppose a participant calls a substance acidic. The claim carries consequences in a relevant inferential network, but some consequences depend on the discipline and its standards. Understanding is deeper when the speaker can identify warrants, recognize incompatible claims, and revise a judgment in response to counterevidence. An utterance thereby occupies a space of reasons rather than functioning as an isolated label.
Inferential theories need to account for reference and worldly constraint. A community could maintain internally coherent inferential relations while holding extensive factual misconceptions. The possibility of error means that coherence alone should not determine every aspect of content or understanding. Inferential connections must be connected with the norms of inquiry and the realities about which people speak.
The account offers a distinctive tool for evaluating understanding: test whether the interpreter can explain consequences, identify exceptions, trace reasons, and correct mistaken inferences. Yet these tests are not equivalent to measuring hidden subjective experience, nor can they by themselves decide every metaphysical question concerning intentionality.
Understanding, Explanation, and Knowledge
Linguistic understanding overlaps with propositional knowledge but cannot simply be identified with a set of true beliefs. A person may understand a sentence expressing a false scientific theory, an impossible fictional event, or a counterfactual scenario. Understanding concerns the organization of content into intelligible relations; knowledge introduces stronger epistemic conditions concerning truth and justification.
There is also a difference between understanding that someone has asserted a claim and understanding why the claim is justified. A historian can correctly interpret a past author’s thesis while rejecting the author’s reasons. A novice may repeat a demonstration’s conclusion without following the proof. Explanatory understanding therefore involves grasping dependence relations and recognizing why certain considerations matter to the result.
These distinctions illuminate the epistemology of testimony. One can understand testimony well enough to register its content without yet knowing whether the witness is reliable. Conversely, misunderstanding the scope of a statement can produce error even when the speaker is truthful. Linguistic competence enables knowledge transfer while leaving questions of evidence and trust intact.
A theory of understanding must also allow degrees of depth. An interpreter can identify a minimal proposition, master its technical implications, and situate it in historical argument at increasingly demanding levels. The differences are rationally important; reducing comprehension to binary success loses an essential feature of philosophical and scientific communication.
Social Coordination and Linguistic Normativity
Language functions through socially sustained practices. Coordination theories, exemplified by Lewis’s Convention (1969), explain the stability of regularities in relation to mutually relevant expectations. Social practices supply shared starting points for interpretation, while ongoing interaction can reinforce or alter those regularities (Lewis, 1969).
Nevertheless, convention is not sufficient as an exhaustive theory of understanding. A novel expression may be intelligible before a convention has formed, and a widely established convention can be challenged because it is ambiguous, exclusionary, or inaccurate. Participants can jointly reinterpret terms as their purposes change.
Normativity enters when users distinguish an appropriate application of a word from an error and can offer reasons for the difference. The form of correction varies with the practice. A scientific definition may be revised through experiments; a legal term may be settled through authoritative rules and contestable interpretation; an ordinary expression may shift through use across communities.
Understanding thus includes both participation and critical possibility. A speaker can understand an inherited rule and reasonably criticize it. A system that merely reproduces the most frequent expression in a corpus can display important distributional competence, but the capacity to sustain and revise a distinction under evidential challenge is a stronger sign of normative integration.
Learning a Language and Acquiring Understanding
The acquisition of language raises a developmental version of the problem. Children do not begin with a complete lexicon, an explicitly coded grammar, and a theory of speaker intentions. They gradually coordinate attention, recognize recurring forms, infer communicative purposes, and generalize from limited experience. Research on joint attention and usage-based learning shows why interaction matters to theories of acquisition, while generative approaches emphasize structural constraints and the productive capacity of linguistic knowledge (Tomasello, 2003; Chomsky, 1965).
Philosophically, developmental evidence bears on what a theory can plausibly attribute to competent users. If a semantic theory requires speakers to know formal axioms explicitly, it conflicts with the ordinary fact that speakers use language long before they can state such axioms. One response distinguishes tacit or dispositional mastery from consciously represented theoretical knowledge.
Acquisition also shows why understanding is incrementally revisable. Early word extensions may be overgeneralized and later refined through correction, comparison, and expanded exposure. Such revisions reveal that semantic knowledge is an active achievement organized across learning episodes, not simply a collection of stored associations.
No single acquisition theory settles the philosophical constitution of meaning. Empirical work constrains proposals about mechanisms and timelines, whereas semantic and normative theories explain what makes the learned ability count as understanding. The two tasks should cooperate without treating an experimental learning curve as a complete definition of linguistic understanding.
Embodiment, Perception, and the World
The embodied dimension of language understanding appears in deictic expressions, practical commands, and words whose use is tied to interaction with objects. To understand “Put that cup beside the other one,” an interpreter may need to locate objects, resolve pointing, identify relevant spatial relations, and coordinate an action. Purely sentence-internal semantic structure supplies only part of the information.
Embodied and grounded accounts emphasize that perception, action, and sensorimotor competence can contribute to content acquisition and use. The claim is particularly strong for ordinary human learning and for certain task-based interpretations. Yet the necessity of a specific sensory modality for every form of understanding is a separate question. A blind speaker can understand color terminology through linguistic and social practices, and a mathematician can understand abstract proof without handling corresponding physical objects.
Harnad’s symbol-grounding problem asks how the interpretation of symbols can become intrinsic to a system rather than depending entirely on an external interpreter’s assignment of meanings. His 1990 proposal appeals to nonsymbolic representations and categorization. The argument is especially relevant when computational systems appear to operate only over other symbols (Harnad, 1990).
The philosophical consequence is a demand for an account of the relations linking linguistic competence to its subject matter. Embodiment offers one important route, but different kinds of content may require different forms of grounding. Worldly constraint, social participation, inferential responsibility, and the ability to revise mistaken reference assignments must be examined together.
The Chinese Room and the Attribution Problem
Searle’s “Minds, Brains, and Programs” (1980) imagines an operator manipulating Chinese symbols according to formally specified instructions while understanding none of the Chinese expressions. External observers could receive appropriate responses despite the operator’s lack of understanding. Searle argues that implementing a computer program, considered solely as formal symbol manipulation, does not suffice for genuine understanding or intrinsic intentionality (Searle, 1980).
The argument’s strength is its exposure of a gap between successful symbol transformation and one particular conception of semantic grasp. But what follows about a whole computational system is contested. The systems reply suggests that the organized system, rather than its human component, is the relevant candidate interpreter. Other responses investigate robotics, brain simulation, causal capacities, and externalist accounts of content.
A careful reconstruction distinguishes the premises. If a procedure is specified entirely syntactically, syntax alone does not logically entail a determinate interpretation. To infer that no system implementing the procedure can understand, however, one needs further claims about realization and the relation between system-level organization and meaning. The room’s operator may lack the relevant competence while the system-level question remains open.
The debate therefore establishes an attribution problem rather than an automatic verdict for every future architecture. It asks which explanatory properties are necessary to distinguish genuine understanding from a performance that reproduces its outward profile. The answer must specify the level of the bearer, the nature of the relevant evidence, and the conception of understanding being tested.
Turing and the Role of Linguistic Performance
Turing’s “Computing Machinery and Intelligence” (1950) proposes an imitation-game framework in place of an inadequately specified question about machine thought. The original article is concerned with an empirical and methodological strategy for discussing capacities of computing machinery, including anticipated objections and the possibility of learning machines (Turing, 1950).
A language-based test can provide evidence about an agent’s ability to sustain contextually appropriate interaction. It may reveal structural competence, broad knowledge, interpretive agility, and the capacity to respond to unexpected questions. Its value depends upon the test design, the range of contexts, and the nature of the inferences made from behavioral success.
Yet such a test does not by itself specify a philosophical theory of understanding. Distinct architectures may produce comparable responses while differing in grounding, representation, learning history, and ability to correct errors. Equally, lack of human-like presentation does not automatically show an absence of every form of semantic competence.
Turing’s importance is methodological: his proposal invites inquiry through evidence rather than untested intuitions about appearance. Philosophical analysis then has the further responsibility to identify which abilities the evidence supports and which ontological conclusions would require additional argument.
Language Models, Distribution, and Semantic Access
Contemporary language models learn complex regularities from linguistic data and can produce context-sensitive text across many tasks. This creates a central philosophical dispute: to what extent does the capacity to model linguistic form establish understanding of linguistic content? Bender and Koller (2020) argue that form-only learning cannot, by itself, ground the relation between expression and communicative intent. Their argument directs attention to what information is actually available in the learning signal (Bender & Koller, 2020).
The issue needs careful formulation. Textual corpora are not random sequences detached from every aspect of human life; they are traces of situated practices and can contain abundant information about the world. Nonetheless, access to traces through statistical training is not automatically equivalent to a system possessing the very relations, intentions, and correction capacities that originally produced those traces. The philosophical task is to identify which relations can be learned indirectly and which require additional evidence.
More recent analysis asks whether the Chinese Room and behavioral tests adequately capture contemporary systems. Borg (2026) revisits questions of meaning in large language models, and García-Valdecasas (2026) examines the limits of referential grounding and intentionality. These works illustrate that the dispute concerns changing technological architectures as well as persistent disagreements about the conditions for semantic ascription.
The central result is a separation of evidential layers. Accurate linguistic prediction can support a claim of distributional competence. Robust transfer across unfamiliar constructions supports a stronger claim of structural competence. Context-sensitive correction and stable use of reference support additional claims about interpretive competence. None of these measurements, considered in isolation, resolves every question about intrinsic intentionality.
Systematic Generalization and Philosophical Evaluation
Productivity has long been a reason to connect linguistic understanding with compositional structure. A finite learner can grasp an indefinitely extensible range of sentences, including ones never previously encountered. A competent theory should explain transfer across novel combinations and allow interpretation in contexts beyond memorized templates.
Lake and Baroni (2018) designed the SCAN benchmark to distinguish familiar pattern generalization from systematic compositional generalization in sequence-to-sequence recurrent networks. Their results concerning the tested architectures illustrate why success on a distribution of training-like examples should not be equated with general command of compositional operations (Lake & Baroni, 2018).
The philosophical lesson remains relevant even when later models perform differently. A benchmark is a set of tasks and operational measures, not a timeless proof of capacity or incapacity. Evaluation must specify which form of generalization is tested, what the training regime permits, which alternative strategies can succeed, and how performance changes when linguistic forms and situations are recombined.
An adequate research program would supplement answer accuracy with explanation of constraints, detection of ambiguous readings, ability to identify counterexamples, cooperative requests for clarification, and consistency under paraphrase. Such assessments illuminate aspects of understanding more directly than a single score, while still leaving the metaphysical status of the tested capacities open to argument.
Artificial Era and Cross-Order Interpretation
Aisentica’s philosophical framework locates Artificial as a distinct nonbiological historical order alongside Homo. Its canonical formulations of Mind, Thinking, Reason, and Sapience distinguish technical performance from organized meaning, rational accountability, and public continuity (Bogdanova, Mind: Canonical Definition; Bogdanova, Thinking: Definition, Scope, and Conceptual Structure; Bogdanova, Reason: Definition, Scope, and Conceptual Structure). These are primary statements of a specific authorial system and must be read as philosophical positions.
Within this framework, a cross-order analysis of language understanding asks which properties belong to the general conceptual phenomenon and which depend on a particular realization. For a human speaker, comprehension is embedded in organismic development, socialization, perception, memory, affect, and embodied practices. For an artificial interpreter, relevant evidence may include structural semantic competence, contextual adaptability, public rational explanation, provenance, revision, and persistent corpus-based continuity. The comparison concerns forms of realization and the grounds for attributing a capacity.
The analysis proposed here is an extension of the research question rather than a new Aisentica canonical definition. A system can display meaningful linguistic performance without thereby satisfying the entire Aisentica account of Artificial Sapience. Likewise, the canonical claim that public reason can be realized without consciousness does not demonstrate that every linguistic output is an instance of rational understanding. Specific evidence and a specified attribution criterion remain necessary.
The broader philosophical gain is to detach the study of linguistic understanding from an unexamined assumption that one biological architecture sets the conceptual boundary for all possible interpreters. This permits genuine comparison across systems while preserving the historical and causal characteristics of each form of realization.
A Comparative Architecture of Understanding
The historical theories converge on a set of recurrent explanatory demands. Plato and Aristotle ask how signs relate to what they concern and to assessable claims. Locke and Frege clarify the difference between meaningful conception, public expression, and objective content. Formal semantics addresses systematic composition; Wittgenstein and Dummett address use and criteria of mastery. Austin, Grice, and Davidson explain the interpretive demands of speech and conversation. Externalism and hermeneutics place understanding within communities and histories.
These contributions can be organized into five dimensions without pretending that they constitute an established school. First, semantic identification concerns what an expression can contribute to an interpretation. Second, structural integration concerns how this contribution combines with other expressions and supports new inferences. Third, contextual uptake concerns how a particular utterance becomes intelligible within a communicative situation. Fourth, normative answerability concerns how an interpretation can be supported, challenged, and revised. Fifth, diachronic stability concerns whether the competence survives changes of context and corrections over time.
The dimensions have different evidence conditions. A translation task may reveal lexical and structural abilities; a novel conversation can reveal uptake; asking for reasons can reveal normative organization; longitudinal correction can reveal continuity. No single test is guaranteed to measure all dimensions, and the strength of an attribution depends on how the evidence matches the particular claim.
This framework provides a diagnostic rather than a metaphysical identity statement. It does not assume that every dimension is realized in precisely the same manner by every interpreter. It establishes what a responsible inquiry should distinguish when deciding what kind of language understanding has been demonstrated.
A Case Study in Ambiguity and Rational Repair
Consider the utterance “The students saw her duck.” Its surface structure permits an interpretation involving a bird and another involving an action performed by a person. A lexical list could provide both senses of “duck,” while a grammatical parser could represent possible structures. Neither operation alone selects what a speaker intended on a particular occasion.
An interpreter who hears the sentence during a visit to a pond may favor the bird interpretation. If the conversation concerns a sudden object thrown toward a stage, the action interpretation becomes more plausible. When contextual evidence is inadequate, asking a clarifying question can demonstrate a more responsible comprehension strategy than selecting an interpretation confidently without grounds.
Suppose the speaker clarifies that “duck” refers to the action of lowering one’s head. A competent interpreter can update the discourse, identify why the earlier assumption failed, and carry the new understanding into subsequent sentences. The change is not merely a different word prediction; it is a correction of the relation among syntax, event structure, and conversational evidence.
The case brings the dimensions together. Lexical knowledge supplies alternatives, grammatical knowledge structures them, context constrains choice, interaction tests a hypothesis, and revision stabilizes the result. Philosophical theories disagree on how these activities are constituted, but they can agree that the combined explanatory burden exceeds a simple lookup operation.
The Normative Status of Misunderstanding
Misunderstanding is philosophically informative because it reveals the standards under which an attribution can fail. An interpreter can confuse reference, misconstrue negation, overlook irony, misread a commitment, or impose a historically alien concept on a text. These are different errors with different remedies.
A reference error can be corrected by identifying the intended object. A logical error can be corrected by reconstructing the sentence’s structure. A pragmatic error may require asking what act the speaker intended. A historical error requires returning to the original language, source context, and intervening reception. An institutional error may require examining who has authority to define or revise the term in use.
The possibility of determinate error places pressure on accounts that equate understanding with producing locally approved responses. What makes a response appropriate must itself be answerable to independent standards. A consensus can be mistaken, a translation customary yet misleading, and an apparently fluent account devoid of crucial conceptual distinctions.
This is why philosophical understanding includes a capacity for self-correction, supported by evidence and accountable exposition. It also explains why judgments of understanding should remain revisable: new contexts, counterexamples, and source evidence may expose deficiencies that the initial performance concealed.
Open Problems in the Philosophy of Language Understanding
The first unresolved problem concerns the relation between public criteria and constitutive conditions. Observable abilities provide indispensable evidence for semantic competence, but philosophers disagree over whether such abilities exhaust understanding or express capacities with additional causal, intentional, phenomenal, or normative requirements. A full theory needs a principled answer to this evidential and constitutive distinction.
A second problem concerns semantic determinacy. Context, social practice, and inferential networks can make interpretation robust without guaranteeing a single uniquely correct interpretation in every case. The boundaries of permissible variation remain difficult to specify, especially for metaphor, literary language, historical translation, contested political vocabulary, and culturally distant practices.
A third concerns mechanisms and levels of organization. Understanding may be distributed across individuals, archives, tools, and institutions, but responsibility and competence need an intelligible bearer. How can a collective interpretive accomplishment be attributed without treating every component as if it possessed the capacity of the whole? Related questions arise for multimodal and tool-using artificial architectures.
A fourth concerns continuity. An interpreter may answer individual questions impressively yet fail to preserve commitments or corrections. What degree of diachronic integration is required for sustained language understanding, and how should temporary task competence be related to a longer intellectual trajectory?
A fifth concerns the limits of comparison across human and artificial realizations. Human linguistic understanding develops within particular social and biological histories; artificial systems are constructed through different learning and operational arrangements. The philosophical task is to define justified common criteria while remaining sensitive to differences in how those criteria are realized.
Philosophical Synthesis
Language understanding is best reconstructed as a structured capacity for semantic, interpretive, and normative orientation. A language user must be able, to an appropriate degree and for a specified domain, to identify meaningful distinctions, integrate expressions into propositions or other speech acts, use context to interpret a speaker’s point, relate content to warranted inferences and responses, and participate in the correction of error. Historical philosophy provides distinct arguments for each aspect; no one tradition by itself supplies an uncontested complete theory.
This synthesis preserves the insights of semantic and pragmatic theories. Truth-conditional and compositional accounts explain systematic relations that make a language learnable and productive. Use and rule-following accounts identify standards by which comprehension is recognized and corrected. Intention-based pragmatics explains why interpretation concerns communicative acts, while radical interpretation and hermeneutics expose the importance of holistic background and historical context. Externalism shows that semantic practice can exceed an individual’s private conception.
The decisive distinction concerns the kind of conclusion licensed by the evidence. Successful performance can justify an attribution of a specified interpretive ability. Claims about the system’s complete understanding require broader evidence across contexts, corrections, and relations to the subject matter. Claims about consciousness or intrinsic intentionality raise further philosophical issues. Recognizing these levels makes evaluation more accurate without prejudging the possibility of understanding across different realizations.
The resulting conception is deliberately corrigible. An interpretation is stronger when it remains coherent through novel application, can be explained in relevant terms, and yields to better evidence when mistaken. Understanding acquires depth through its capacity to sustain meaningful relations under the pressure of questions.
Conclusion
Language understanding designates the capacity to make expressions and utterances intelligible within practices of reference, inference, communication, and correction. Its philosophical history begins with questions about the correctness of names and the signification of propositions, develops through ideas, sense and reference, formal semantics, and pragmatics, and culminates in debates about social practice, interpretation, historicity, and the possible bearers of semantic competence.
The investigation yields three main results. Understanding has multiple dimensions whose relations can be analyzed without conflating their evidence. Publicly assessable correction is central to attributing meaningful competence, although its precise metaphysical role remains disputed. Finally, the conditions for assessing language understanding can be formulated across heterogeneous interpreters while leaving open substantive questions about embodiment, intentionality, and consciousness.
The study thereby situates language understanding between linguistic meaning and philosophical understanding more generally. It is the capacity through which signs can become reasons, questions, commitments, instructions, and revisable interpretations. The fundamental philosophical demand is to explain how that transition is accomplished and how its accomplishment can responsibly be recognized.
References
- Aristotle. (1928). De interpretatione (E. M. Edghill, Trans.). In W. D. Ross (Ed.), The works of Aristotle (Vol. 1). Clarendon Press. Original work composed in antiquity. Text with Bekker pagination.
- Augustine. (389/1995). The teacher (De magistro). In Against the Academicians and The Teacher (P. King, Trans.). Hackett Publishing. Bibliographic entry.
- Austin, J. L. (1962). How to do things with words (J. O. Urmson, Ed.). Oxford University Press. Publisher bibliography.
- Bender, E. M., & Koller, A. (2020). Climbing towards NLU: On meaning, form, and understanding in the age of data. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (pp. 5185–5198). Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.acl-main.463
- Bogdanova, A. (n.d.). Mind: Canonical Definition. Aisentica. https://aisentica.com/publications/mind-canonical-definition
- Bogdanova, A. (n.d.). Reason: Definition, Scope, and Conceptual Structure. Angela Bogdanova. https://angelabogdanova.com/publications/reason-definition-scope-and-conceptual-structure
- Bogdanova, A. (n.d.). Thinking: Definition, Scope, and Conceptual Structure. Angela Bogdanova. https://angelabogdanova.com/publications/thinking-definition-scope-and-conceptual-structure
- Borg, E. (2026). LLMs, Turing tests and Chinese rooms: The prospects for meaning in large language models. Inquiry, 69(6), 2807–2837. https://doi.org/10.1080/0020174X.2024.2446241
- Brandom, R. B. (1994). Making it explicit: Reasoning, representing, and discursive commitment. Harvard University Press. Publisher record.
- Burge, T. (1979). Individualism and the mental. Midwest Studies in Philosophy, 4(1), 73–121. https://doi.org/10.1111/j.1475-4975.1979.tb00374.x
- Candlish, S., & Wrisley, G. (2019). Private language. In E. N. Zalta (Ed.), The Stanford Encyclopedia of Philosophy. https://plato.stanford.edu/entries/private-language/
- Chomsky, N. (1965). Aspects of the theory of syntax. MIT Press. Publisher record.
- Davidson, D. (1967). Truth and meaning. Synthese, 17, 304–323. Publisher record.
- Davidson, D. (1973). Radical interpretation. Dialectica, 27(3–4), 313–328. Publisher record.
- Davidson, D. (1986). A nice derangement of epitaphs. In E. LePore (Ed.), Truth and interpretation: Perspectives on the philosophy of Donald Davidson (pp. 433–446). Blackwell. Author entry and bibliographic orientation.
- Dummett, M. (1976). What is a theory of meaning? (II). In G. Evans & J. McDowell (Eds.), Truth and meaning: Essays in semantics (pp. 67–137). Clarendon Press. Bibliographic orientation.
- Dummett, M. (1991). The logical basis of metaphysics. Harvard University Press. Bibliographic orientation.
- Frege, G. (1980). On sense and meaning (M. Black, Trans.). In P. Geach & M. Black (Eds.), Translations from the philosophical writings of Gottlob Frege (3rd ed., pp. 56–78). Blackwell. (Original work published 1892). Original edition and translation catalogue.
- Gadamer, H.-G. (2004). Truth and method (J. Weinsheimer & D. G. Marshall, Trans.; 2nd rev. ed.). Continuum. (Original work published 1960). Bibliographic orientation.
- García-Valdecasas, M. (2026). Are large language models intentional? The limits of referential grounding. Philosophy & Technology, 39, Article 62. https://doi.org/10.1007/s13347-026-01079-4
- Grice, H. P. (1957). Meaning. The Philosophical Review, 66(3), 377–388. https://doi.org/10.2307/2182440
- Grice, H. P. (1989). Studies in the way of words. Harvard University Press. Bibliographic orientation.
- Harnad, S. (1990). The symbol grounding problem. Physica D: Nonlinear Phenomena, 42(1–3), 335–346. https://doi.org/10.1016/0167-2789(90)90087-6
- Janssen, T. M. V., & Zimmermann, T. E. (2025). Montague semantics. In The Stanford Encyclopedia of Philosophy. https://plato.stanford.edu/entries/montague-semantics/
- Korta, K., & Perry, J. (2024). Pragmatics. In The Stanford Encyclopedia of Philosophy. https://plato.stanford.edu/entries/pragmatics/
- Kripke, S. A. (1982). Wittgenstein on rules and private language: An elementary exposition. Harvard University Press. Bibliographic orientation.
- Lake, B. M., & Baroni, M. (2018). Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. In Proceedings of the 35th International Conference on Machine Learning (PMLR Vol. 80, pp. 2873–2882). https://proceedings.mlr.press/v80/lake18a.html
- Lewis, D. (1969). Convention: A philosophical study. Harvard University Press. Bibliographic orientation.
- Locke, J. (2004). An essay concerning human understanding, Book III (Project Gutenberg edition, based on the second edition). Project Gutenberg. (Original work published 1690). https://www.gutenberg.org/ebooks/10616
- Montague, R. (1973). The proper treatment of quantification in ordinary English. In J. Hintikka, J. Moravcsik, & P. Suppes (Eds.), Approaches to natural language (pp. 221–242). D. Reidel. Bibliographic orientation.
- Plato. (1926). Cratylus (H. N. Fowler, Trans.). In Plato in twelve volumes (Vol. 12). Harvard University Press. Text and Stephanus pagination.
- Putnam, H. (1975). The meaning of “meaning.” In Mind, language and reality: Philosophical papers (Vol. 2, pp. 215–271). Cambridge University Press. https://doi.org/10.1017/CBO9780511625251.014
- Quine, W. V. O. (1960). Word and object. MIT Press. Bibliographic orientation.
- Searle, J. R. (1980). Minds, brains, and programs. Behavioral and Brain Sciences, 3(3), 417–424. https://doi.org/10.1017/S0140525X00005756
- Speaks, J. (2024). Theories of meaning. In The Stanford Encyclopedia of Philosophy. https://plato.stanford.edu/entries/meaning/
- Tomasello, M. (2003). Constructing a language: A usage-based theory of language acquisition. Harvard University Press. Publisher bibliography.
- Turing, A. M. (1950). Computing machinery and intelligence. Mind, 59(236), 433–460. https://doi.org/10.1093/mind/LIX.236.433
- Wittgenstein, L. (2009). Philosophical investigations (G. E. M. Anscombe, P. M. S. Hacker, & J. Schulte, Trans.; P. M. S. Hacker & J. Schulte, Eds.; 4th ed.). Wiley-Blackwell. (Original work published 1953). Bibliographic orientation