curiosity
Enable an agent to recognise and assess curiosity, distinguish its possible forms, and choose proportionate ways to support inquiry without assuming that information seeking always expresses curiosity.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
recalled by Codex without web access - no source was read
Researched by: Codex
Purpose and description
Enable an agent to recognise and assess curiosity, distinguish its possible forms, and choose proportionate ways to support inquiry without assuming that information seeking always expresses curiosity.
Curiosity is a motivational state or disposition that directs attention and exploration toward obtaining information or experience, variously explained as interest in novelty, a desire to resolve uncertainty, or a response to a perceived gap in knowledge.
It can be Elicit what someone wants to discover and represent the unresolved question without requiring a fully articulated information gap.; Compare candidate explanations for an exploratory action before attributing curiosity.; Offer answers, hints, examples, or exploratory paths suited to the stated object and preferred depth.; Track whether inquiry satisfies, redirects, or leaves curiosity unresolved.; Assess patterns across episodes while preserving context and uncertainty.; Identify consent, privacy, resource, and stopping constraints before enabling further inquiry..
Distinguishing features
Record whether something unknown invites discovery or understanding; detecting an unexpected event alone does not establish curiosity.
Distinguish wanting to know from sustained liking or engagement: interest can concern familiar material, while curiosity requires an account of what remains to be discovered.
Record the motive for a search: compliance, immediate practical necessity, reassurance, and curiosity can produce similar actions and may coexist.
Distinguish seeking varied stimulation from seeking an answer to a particular question, while leaving their inclusion under curiosity dependent on the chosen definition.
Treat verbal questions, browsing, and exploration as possible indicators rather than sufficient evidence; curiosity may also be reported without visible action.
Scope
+ Competing accounts of curiosity and the criteria each uses to identify an instance
+ Episodes of curiosity, their objects, triggers, development, and resolution
+ Dispositional and context-dependent differences in curiosity
+ Relationships between felt curiosity, exploratory behaviour, and information seeking
+ Evidence used to assess curiosity and decisions about supporting its expression
- Knowledge and belief contents independently of curiosity about them
- Learning outcomes and instructional design as complete systems
- Attention, interest, surprise, and boredom except where needed to distinguish curiosity
- Clinical diagnosis or treatment of anxiety and compulsive behaviour
- Research methodology and scientific inquiry as institutional practices
- Curiosities understood as unusual objects or collectibles
Characteristics
- Definitional account
- Information-gap account; novelty or exploration account; epistemic motivation account; plural account; other specified account Different accounts admit different instances and require different evidence.
- Curiosity object
- Relation to a question, phenomenon, person, experience, or unresolved possibility Identifies what the agent seeks to discover and whose interests or boundaries may be involved.
- Question specificity
- Specific answer sought; loosely bounded topic; open exploration; unclear Determines whether support should offer an answer, a path of inquiry, or opportunities to explore.
- Reported intensity
- Score on a named instrument or explicitly anchored rating, with time and context; no universal unit assumed Supports comparison only when the rating method and conditions justify it.
- Affective character
- Enjoyable anticipation; uncomfortable not-knowing; mixed; other reported experience; unknown Helps distinguish support for exploration from pressure to remove uncertainty.
- Episode status
- Expressed; being pursued; deferred; reportedly satisfied; abandoned; unresolved Separates losing an opportunity to inquire from no longer wanting to know.
- Temporal scope of assessment
- Momentary episode; recurring tendency in a domain; proposed cross-context disposition Prevents a single observation from becoming an unsupported judgement about a person.
- Exploration investment
- Observed time, number of chosen inquiries, or resources spent, with available alternatives and constraints recorded Describes pursuit without equating effort directly with curiosity.
- Evidence basis
- Self-report; observed choice; behavioural trace; observer interpretation; combined evidence Makes the uncertainty of an attribution explicit.
Also called
Where this came from
wikidata · CC0 1.0
Also registered as vr.tr.curiosity
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 16 findings · 28 questions.
Definitions and boundaries Represent competing meanings of curiosity and the evidence each would accept.
The registry supplies no definition, so the model must expose its conceptual commitments rather than treat one account as settled.
Competing accounts
Compare accounts centred on knowing, information gaps, novelty, and exploration.
Account and instance criteria
Record each account's proponents, source, necessary conditions, and disputed examples; these are research targets rather than established endorsements.
- Does this account require a recognised gap in knowledge, or can undirected exploration count as curiosity? definition
- Which authors or research traditions defend this account, and which primary texts establish their position? provenance
- What example would qualify under this account but fail under a competing account? boundary
Neighbouring motives
Separate curiosity from related experiences and alternative reasons for seeking information.
Mixed motive attribution
Represent curiosity alongside practical need, interest, reassurance seeking, obligation, or stimulation seeking without forcing an exclusive label.
- What evidence supports wanting to discover something beyond merely completing the required task? boundary
- Is exploration attributed to curiosity because of a reported experience, a voluntary choice, or an observer's inference? measurement
Curiosity episode Describe what prompts a particular episode, what it concerns, and how it develops.
An agent needs the episode's actual question and trajectory to provide relevant support.
Trigger and object
Identify the encounter and unresolved content around which curiosity is expressed.
Wanted discovery
Record the desired discovery, relevant prior understanding, and any reported trigger such as an anomaly, unfamiliar experience, or unanswered question.
- What does the person want to find out or experience, and how precisely can they currently specify it? definition
- What encounter prompted the episode, and what did the person already believe or know? provenance
Pursuit and resolution
Follow inquiry through exploration, answers, redirection, and stopping.
Episode transition
Distinguish reported satisfaction from interruption, fatigue, inaccessible information, or a shift to a new question.
- After receiving information, does the person report satisfaction, a revised question, further curiosity, or loss of interest? measurement
- If inquiry stops, what evidence distinguishes resolution from lack of time, access, confidence, or permission? boundary
- Would an answer, a hint, or space for further exploration best fit the person's current preference? action
Forms and context Represent possible varieties of curiosity and the situations in which they appear.
A single curiosity label can obscure differences in emotional experience, object, and persistence across settings.
Experiential forms
Examine proposed distinctions without assuming that they form exclusive or universal types.
Form profile
Record whether inquiry concerns understanding, sensory novelty, or social information, and whether not-knowing feels inviting, uncomfortable, or mixed.
- Which proposed distinction helps explain this episode, and what source defines that distinction? provenance
- How does the person describe the experience of not knowing, separately from the topic they are exploring? measurement
Situated and dispositional patterns
Separate evidence about one situation from claims about a recurring tendency.
Pattern across opportunities
Record repeated episodes together with opportunities, social expectations, familiarity, and constraints on expressing questions.
- Across which topics, settings, and times has curiosity been assessed before describing it as a disposition? measurement
- Could low visible exploration reflect restricted opportunity or discomfort asking questions rather than low curiosity? boundary
Assessment and inference Connect curiosity claims to explicit operationalisations and limits of inference.
Curiosity is not directly established by a click, question, score, or period of attention.
Operationalisation
Specify how curiosity is elicited, observed, or reported.
Measure to construct fit
Record the instrument or task, its intended definition of curiosity, scoring method, population, and supporting validation evidence.
- What named scale, interview prompt, or exploration task is being used, and which aspect of curiosity is it intended to measure? measurement
- What evidence supports this interpretation for the language, population, and context in which it is applied? provenance
Alternative explanations
Assess ambiguity and disagreement among indicators.
Attribution confidence
Preserve conflicting reports and behavioural evidence, including incentives, accessibility, prior knowledge, and task demands that complicate attribution.
- Could the observed searching or persistence be explained by reward, confusion, obligation, or reassurance seeking? boundary
- When reported curiosity and observed exploration differ, what additional evidence would clarify the discrepancy? measurement
Support and limits Guide actions that respond to curiosity while respecting the person and the object of inquiry.
Supporting curiosity requires knowing what exploration is wanted, what it costs, and where access or intervention is inappropriate.
Inquiry support
Match assistance to the desired discovery and preferred mode of exploration.
Chosen depth and guidance
Record whether the person wants direct information, guided discovery, or independent exploration, and assess the result using their stated aim.
- Does the person prefer a direct answer, a partial clue, a demonstration, or an opportunity to investigate? action
- What would show that assistance served the inquiry rather than merely extending engagement? measurement
Consent, costs, and stopping
Represent boundaries around curiosity-driven access and continued pursuit.
Permitted pursuit
Separate wanting to know from permission to obtain information, and record the person's limits on attention, expenditure, and continued prompting.
- Does pursuing this question require another person's consent or access to information the agent is not authorised to obtain? action
- What stopping preference or resource limit should end further exploration or curiosity prompts? action
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Check these first
Recalled without web access and unsourced; every item is a lead to verify.
- This describes psychological curiosity, not an unusual object called a curiosity.
- The listed kinds belong to overlapping classifications, not six mutually exclusive categories; theories disagree about whether novelty, knowledge gaps or intrinsic information value is fundamental.
- Recalled instruments and distinctions have not been checked against sources here; verify questionnaire scoring, translation validity and suitability for the intended population before use.
- Which of these check these first hold for the sense of curiosity this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Epistemic curiosity: seeking knowledge or understanding
- Perceptual curiosity: investigating novel or ambiguous sensory stimuli
- Specific curiosity: seeking an answer to a particular question
- Diversive curiosity: seeking varied stimulation without a particular question
- State curiosity: curiosity elicited in a particular situation
- Trait curiosity: a relatively enduring tendency to experience curiosity
- Which of these kinds and varieties hold for the sense of curiosity this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Educational research examines how curiosity influences questioning, exploration, learning and memory.
- Personality research studies stable individual differences in curiosity.
- Experimental psychology uses trivia questions, ambiguous stimuli and information choices to investigate curiosity.
- Organisational research examines curiosity in learning, innovation and workplace exploration.
- Artificial intelligence research uses curiosity-inspired intrinsic rewards to encourage exploration.
- Which of these real-world use hold for the sense of curiosity this model covers, and on what evidence? provenance
Typical measurements
Recalled without web access and unsourced; every item is a lead to verify.
- Curiosity and Exploration Inventory-II total score - Possible range 10-50; this is a scoring range, not a population reference interval - Summed questionnaire points
- Self-reported state curiosity - Instrument-dependent; no universal reference range - Rating-scale points
- Behavioural information seeking - Task-dependent; measured through information requests, exploratory choices or willingness to incur costs for information - Counts, proportions, time or task-specific cost units
- Which of these typical measurements hold for the sense of curiosity this model covers, and on what evidence? provenance
Failure modes and hazards
Recalled without web access and unsourced; every item is a lead to verify.
- Exploration can expose a person to physical danger, distressing information or privacy violations.
- Unselective information seeking can consume time and distract from a task.
- Curiosity-provoking headlines and interfaces can attract attention without delivering useful information.
- Questionnaire scores can reflect response styles and overlap with openness, interest or sensation seeking.
- Exploratory behaviour alone does not establish curiosity: rewards, anxiety, boredom or task instructions can produce similar behaviour.
- Which of these failure modes and hazards hold for the sense of curiosity this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Recalled without web access and unsourced; every item is a lead to verify.
- interest - Interest can sustain engagement with familiar material; curiosity more specifically motivates obtaining information or experience that is currently missing.
- openness to experience - Openness is a broader personality dimension encompassing imagination, aesthetic receptivity and other tendencies; curiosity concerns exploration and information seeking.
- sensation seeking - Sensation seeking prioritises stimulation and intensity; curiosity can be satisfied by quiet inquiry without intense sensations.
- uncertainty - Uncertainty is a condition of incomplete knowledge; curiosity is one possible motivational response to it.
- exploration - Exploration is behaviour that samples possibilities or environments; curiosity is a possible motivation for that behaviour.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of curiosity this model covers, and on what evidence? provenance
What the second pass must settle
- Which sourced definitions and research traditions should anchor this registry entry, and should an explicit desire to know be required for every instance?
- Which proposed forms of curiosity have sufficient conceptual and empirical support to represent as distinct categories rather than overlapping descriptions?
- Which operationalisations support comparison across languages, cultures, ages, and opportunities to express curiosity?
- What evidence would justify extending this model from human reports to nonhuman animals or artificial agents without equating exploratory behaviour with subjective experience?
- How should the model distinguish curiosity that is satisfied by an answer from curiosity redirected into new questions, especially when only behavioural traces are available?