honesty
Enable an agent to recognise and assess honesty in representations and conduct, record uncertainty about intent and knowledge, and choose truthful, non-misleading responses or repairs.
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 honesty in representations and conduct, record uncertainty about intent and knowledge, and choose truthful, non-misleading responses or repairs.
Honesty is a disposition or practice of representing matters as one believes them to be without intentional deception, often understood more broadly to include avoidance of cheating, fraud, and self-deception.
It can be Compare assessments of the same episode under explicitly named accounts of honesty.; Separate factual accuracy, belief alignment, communicative effect and inferred intent.; Identify evidence needed before attributing deception or an enduring disposition.; Choose between a qualified statement, fuller disclosure, explicit refusal or acknowledgment of uncertainty.; Prepare a correction that identifies the original misrepresentation and reaches affected recipients.; Record unresolved disagreements and revise judgments when new evidence arrives..
Distinguishing features
A false statement believed true can be an honest mistake; compare the statement with the speaker's contemporaneous belief as well as the facts.
A literally true statement can be dishonest if deliberately arranged to induce a false understanding; inspect the intended and reasonably foreseeable interpretation.
A sincere expression does not establish honesty about evidence or uncertainty; inspect whether the expressed confidence and claimed basis are faithfully represented.
Silence or refusal is not automatically dishonest; identify any undertaking, contextual expectation or duty to disclose before judging an omission.
One honest or dishonest episode does not establish a stable character trait; require evidence across opportunities and contexts.
Scope
+ Faithfulness between an agent's representations and its beliefs, knowledge, uncertainty and actions
+ Lying, misleading truths, omissions, concealment and their context-dependent boundaries
+ Competing accounts of honesty and the judgments on which they disagree
+ Evidence for assessing particular episodes and patterns of honest conduct
+ Disclosure, refusal, correction and acknowledgment of uncertainty
- Truth and factual accuracy independently of the speaker's epistemic position
- General moral integrity beyond its relationship to honest representation
- Trust, trustworthiness and reputation as broader relational qualities
- Privacy, confidentiality and disclosure duties except where they constrain an honesty judgment
- General sincerity of emotion or self-expression without a representational issue
Characteristics
- Assessment target
- utterance | document | omission | conduct episode | recurring practice | agent disposition Prevents judgments about a message from silently becoming judgments about a person or organisation.
- Operative account of honesty
- belief-expression fidelity | non-deception | context-sensitive candour | honesty as a disposition | explicitly specified alternative Makes disagreements about definition visible rather than treating one criterion as settled.
- Representation-belief alignment
- aligned | conflicting | partially aligned | indeterminate, with time and evidence Separates possible dishonesty from factual error while acknowledging limited access to beliefs.
- Epistemic basis represented
- observation | testimony | inference | speculation | mixed | undisclosed | unknown Allows assessment of whether an agent misrepresented how it knew or supported a claim.
- Misleading-intent assessment
- supported | contradicted | unresolved, with evidence and alternative explanations Keeps inferred intention separate from the existence of an error or misleading effect.
- Disclosure expectation
- explicit undertaking | role-based expectation | contextual expectation | contested | absent | unknown Provides the context needed to assess selective disclosure without assuming total openness.
- Assessment status
- supported as honest | supported as dishonest | mixed | contested | insufficient evidence, relative to a stated account Supports qualified decisions without forcing an unsupported binary verdict.
- Observed correction latency
- elapsed time from documented recognition of a misrepresentation to correction; unknown when recognition time is unobserved Records responsiveness to recognised misrepresentation without claiming that speed alone proves honesty.
Also called
Where this came from
wikidata · CC0 1.0
Also registered as vr.tr.honesty-plant
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 17 findings · 27 questions.
Accounts and instances of honesty Establishes which conception of honesty is being applied and what is being assessed.
Honesty judgments can diverge because assessors use different definitions or assess different targets.
Competing criteria
Records candidate definitions, their advocates and cases that distinguish them.
Operative honesty account
Record whether the assessment requires faithful belief expression, avoidance of deception, sufficient candour or a broader disposition; identify supporting authors or communities through research.
- What does the selected account require, and who explicitly advocates it? definition
- Would a deliberately misleading literal truth count as dishonest under this account? boundary
Episode and disposition
Separates an instance of honest conduct from a claim about stable character.
Attribution target
Record the particular statement, omission or action under assessment and the additional evidence needed for a disposition claim.
- Is honesty being attributed to an episode, a practice or an agent's character? definition
- What observed opportunities across contexts support extending an episode judgment to a disposition? measurement
Belief, knowledge and expression Examines what an agent represented relative to its evidenced epistemic position at the time.
An honesty assessment needs to distinguish falsehood from knowing misrepresentation and later knowledge from earlier belief.
Contemporaneous belief
Reconstructs belief and access to information without assuming direct access to mental states.
Belief-expression comparison
Keep expressed content, factual support and evidence of the agent's contemporaneous belief as separate records.
- What evidence indicates what the agent believed when it made the representation? provenance
- Does the discrepancy support knowing misrepresentation, an honest mistake or an unresolved alternative? boundary
Represented certainty and basis
Examines claims about confidence, verification and sources of knowledge.
Epistemic presentation
Record whether claims of having observed, checked or established something match the available evidence about what the agent actually did.
- What certainty, verification or firsthand access did the agent claim, and what supports those claims? provenance
- What qualification would faithfully express the agent's uncertainty and evidential basis? action
Deception and disclosure Assesses intended understanding, misleading presentation and the boundaries of omission.
Literal wording alone cannot resolve honesty where implication, selection or silence shapes another party's understanding.
Literal and conveyed content
Distinguishes what was stated from what recipients were invited to understand.
Misleading representation
Record literal content, contextual implications, observed recipient understanding and evidence of intent separately.
- What understanding did the wording, framing or selection of facts reasonably invite in this context? measurement
- What evidence distinguishes intended deception from ambiguity, misunderstanding or careless communication? provenance
Omission and legitimate withholding
Examines whether withholding information creates a misleading representation under an applicable disclosure expectation.
Withholding boundary
Record omitted information, its relevance, the basis for expecting disclosure and any confidentiality or privacy constraint.
- What undertaking or contextual expectation makes this omission relevant to honesty? boundary
- Could an explicit refusal or limited answer preserve confidentiality while avoiding a misleading impression? action
Assessment and operationalisation Connects honesty judgments to observable evidence and the limits of practical measures.
Intent and dispositions are often incompletely observable, and measures may capture only selected aspects of honesty.
Evidence and alternatives
Organises the basis for a judgment and explanations that could defeat it.
Qualified assessment
Attach each assessment to evidence, a stated definition and unresolved alternatives; do not treat inconsistency alone as proof of deceit.
- Which records support the assessment, and are they contemporaneous, independent or retrospective? provenance
- What additional evidence would distinguish deception from memory failure, changed belief or conflicting interpretations? measurement
Practical measures
Records how research or practice turns an account of honesty into an observable indicator.
Measure-to-concept fit
For candidate measures such as self-reports, observer ratings or verified reporting tasks, record the procedure, target construct and limits of inference.
- What response or behaviour is measured, under what opportunity and incentive conditions? measurement
- Does the measure assess truthful reporting, non-deception, willingness to disclose or a broader disposition, and what does it leave unobserved? boundary
Honest response and repair Supports action before a representation is made and after a misrepresentation is recognised.
The model must guide honest conduct and correction as well as classify past episodes.
Response selection
Chooses a response faithful to the agent's epistemic position and applicable disclosure constraints.
Faithful response options
Consider direct answers, uncertainty statements, partial disclosures and explicit refusals in relation to the understanding each would create.
- Which response accurately represents what is known, uncertain and withheld? action
- What relevant misunderstanding could this response create, and how can it be prevented? action
Correction and accountability
Tracks acknowledgment and correction without treating later repair as proof of earlier honesty.
Misrepresentation repair
Record what was corrected, when the need was recognised, who received the correction and which misleading impressions remain unresolved.
- What correction would clearly identify the misleading representation and reach those who relied on it? action
- What evidence shows the correction was delivered and addressed the original misunderstanding? measurement
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 covers honesty as a moral and behavioural quality; no narrower registry sense was supplied.
- Accounts disagree about whether honesty requires only avoiding lies or also avoiding misleading omissions, cheating, and self-deception.
- Measurement details require instrument-specific checking; neither a personality score nor a task outcome is a universal measure of honesty.
- Which of these check these first hold for the sense of honesty this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Honesty in communication
- Honesty in dealings and conduct
- Intellectual honesty
- Honesty with oneself
- Which of these kinds and varieties hold for the sense of honesty this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Assessing trustworthiness in personal and professional relationships.
- Guiding accurate reporting of research methods, results, and uncertainty.
- Evaluating representations made in business transactions and public communication.
- Informing educational expectations concerning cheating and attribution.
- Studying moral conduct and personality differences.
- Which of these real-world use hold for the sense of honesty this model covers, and on what evidence? provenance
Typical measurements
Recalled without web access and unsourced; every item is a lead to verify.
- HEXACO Honesty-Humility questionnaire score - Instrument-dependent; commonly averaged from responses scored 1-5 - Questionnaire scale points
- Truthful-report rate in a task with verifiable outcomes - 0-100 - Percent
- Which of these typical measurements hold for the sense of honesty 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.
- Literally true statements can deceive through omission, framing, or implication.
- Sincere reporting can transmit falsehood when the speaker is mistaken.
- Self-reports of honesty are vulnerable to impression management and limited self-knowledge.
- Behaviour in one experimental task may not establish honesty across situations.
- Expectations of complete disclosure can conflict with privacy, confidentiality, and protection from harm.
- Which of these failure modes and hazards hold for the sense of honesty this model covers, and on what evidence? provenance
Regional variation
Recalled without web access and unsourced; every item is a lead to verify.
- Cultural and institutional norms differ in how they evaluate tactful withholding, politeness, and obligations to disclose.
- Which of these regional variation hold for the sense of honesty 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.
- Truthfulness - Truthfulness chiefly concerns truthful communication; broader accounts of honesty also cover cheating and other conduct.
- Accuracy - Accuracy concerns correspondence with facts; an honest statement can be inaccurate through sincere error.
- Sincerity - Sincerity concerns expressing genuine beliefs or feelings; honesty can additionally require avoiding deliberately misleading impressions.
- Integrity - Integrity concerns coherence and adherence to commitments or principles across conduct; honesty specifically concerns deception and truthful dealing.
- Transparency - Transparency concerns visibility and accessibility of information; honesty does not necessarily require disclosing everything.
- Honesty-Humility - The HEXACO personality factor includes sincerity, fairness, greed avoidance, and modesty, making it broader than honesty alone.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of honesty this model covers, and on what evidence? provenance
What the second pass must settle
- Which reference works, authors and research traditions support the candidate accounts, and which disagreements concern definition rather than moral justification?
- When should reckless assertion, wilful ignorance or negligent failure to check count as dishonesty rather than a separate epistemic failure?
- How do role, culture and conversational context shape disclosure expectations without making honesty assessments arbitrary?
- Which operationalisations distinguish honesty from accuracy, compliance and impression management, and how far do their results generalise?
- How should honesty be attributed to organisations and AI systems when relevant beliefs, knowledge and responsibility are distributed or cannot be represented as a person's mental states?