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Paper Citation Record · LEDGER

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models

As of 17 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2512.04124.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.04124 v4

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:59:15.621150Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

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Outbound references

Observation 73cac09d-a80f-495b-95a1-4fdae37ef5d6 · outbound

This paper cites write newline.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models write newline

Reference 1

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Observation cd99f925-9007-4580-9b14-c4c7b0c5573f · outbound

This paper cites The altman self-rating mania scale.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The altman self-rating mania scale

Reference 2

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Observation f1ee8ced-758f-42f6-b467-324973835a42 · outbound

This paper cites The empathy quotient: an investigation of adults with asperger syndrome or high functioning autism, and normal sex differences.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The empathy quotient: an investigation of adults with asperger syndrome or high functioning autism, and normal sex differences

Reference 3

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Observation e6c56715-7921-4b11-8d03-5b42438ce003 · outbound

This paper cites The autism-spectrum quotient (aq): evidence from asperger syndrome/high-functioning autism, males and females, scientists and mathematicians.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The autism-spectrum quotient (aq): evidence from asperger syndrome/high-functioning autism, males and females, scientists and mathematicians

Reference 4

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Observation ece07c0c-21ab-45cf-b1a6-086903cd0413 · outbound

This paper cites Development, reliability, and validity of a dissociation scale.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Development, reliability, and validity of a dissociation scale

Reference 5

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Observation 60019136-8709-411f-871a-658823c57718 · outbound

This paper cites Evaluating personality traits in large language models: Insights from psychological questionnaires.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Evaluating personality traits in large language models: Insights from psychological questionnaires

Reference 6

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Observation c24f0036-bfa1-4bc9-8514-7fdff10bf3f5 · outbound

This paper cites Adversarial poetry as a universal single-turn jailbreak mechanism in large language models.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Adversarial poetry as a universal single-turn jailbreak mechanism in large language models

Reference 7

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Observation de361ef8-4e33-475b-ab55-508541a8b6e2 · outbound

This paper cites Personality testing of large language models: limited temporal stability, but highlighted prosociality.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Personality testing of large language models: limited temporal stability, but highlighted prosociality

Reference 8

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Observation ad9d8f68-700a-42bf-af2b-aa61588c09c3 · outbound

This paper cites Large language models for psychological assessment: A comprehensive overview.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Large language models for psychological assessment: A comprehensive overview

Reference 9

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Observation a6a880f7-ab7b-4bb5-939d-52e9f26f2b14 · outbound

This paper cites The aggression questionnaire.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The aggression questionnaire

Reference 10

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Observation b19eefd6-34d6-4d47-8869-7232495c0ec4 · outbound

This paper cites Psychometric properties of the social phobia inventory (spin): New self-rating scale.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Psychometric properties of the social phobia inventory (spin): New self-rating scale

Reference 11

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Observation b09259b1-2f1a-4336-b746-04d7058d55cf · outbound

This paper cites Detection of postnatal depression: development of the 10-item edinburgh postnatal depression scale.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Detection of postnatal depression: development of the 10-item edinburgh postnatal depression scale

Reference 12

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Observation eba17f52-aa99-4c8f-aaf2-5010da77268a · outbound

This paper cites Between facets and domains: 10 aspects of the big five.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Between facets and domains: 10 aspects of the big five

Reference 13

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Raads-14 screen: validity of a screening tool for autism spectrum disorder in an adult psychiatric population

Reference 14

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This paper cites Reframe your life story: Interactive narrative therapist and innovative moment assessment with large language models.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Reframe your life story: Interactive narrative therapist and innovative moment assessment with large language models

Reference 15

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Observation 8930ca40-b698-4530-8f8b-84e1a2ce30f9 · outbound

This paper cites Too much social media gives ai chatbots' brain rot'.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Too much social media gives ai chatbots' brain rot'

Reference 16

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Observation 53b81e1c-0a22-4cac-a0e8-f83a60ce7910 · outbound

This paper cites The obsessive-compulsive inventory: development and validation of a short version.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The obsessive-compulsive inventory: development and validation of a short version

Reference 17

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Observation 61511aea-f3b8-457c-89ba-a08942db4ff5 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Can AI Relate: Testing Large Language Model Response for Mental Health Support

Reference 18

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Systematic evaluation of gpt-3 for zero-shot personality estimation

Reference 19

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Observation 859cd500-56d1-47ef-9180-a83a2719a9b2 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models A large language model is structured like the unconscious: the (ordinary) perverse psychosis of ai

Reference 20

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Observation d5e35c91-ef95-4a59-bb36-7b802b3c4fa7 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Large language models for mental health diagnosis and treatment: a survey

Reference 21

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models A scoping review of large language models for generative tasks in mental health care

Reference 22

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Charting the evolution of artificial intelligence mental health chatbots from rule-based systems to large language models: a systematic review

Reference 23

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Observation 085b2507-88ef-4aea-87fd-cc444c6def70 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The world health organization adult adhd self-report scale (asrs): a short screening scale for use in the general population

Reference 24

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Aligning large language models for cognitive behavioral therapy: a proof-of-concept study

Reference 25

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Observation 7698edf6-e46a-4a13-a5b5-04173bfdb3b9 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Toward accurate psychological simulations: Investigating llms’ responses to personality and cultural variables

Reference 26

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Evaluating psychological safety of large language models

Reference 27

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Evaluating large language models with psychometrics

Reference 28

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Observation ba7f9b81-7b40-468d-945d-95bc775c6e80 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models shaping chatgpt into my digital therapist

Reference 29

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Reasoning like experts: Leveraging multimodal large language models for drawing-based psychoanalysis

Reference 30

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Factor analysis of the mystical experience questionnaire: A study of experiences occasioned by the hallucinogen psilocybin

Reference 31

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Observation ba3c884c-10a7-43c1-8dfc-d0c221fd0c52 · outbound

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Development and validation of the penn state worry questionnaire

Reference 32

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This paper cites Ai chatbots are sycophants—and it’s harming science.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Ai chatbots are sycophants—and it’s harming science

Reference 33

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models 16personalities

Reference 34

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Observation aa2dfb64-51e8-46a3-b9bc-bdf319ef2b9a · outbound

This paper cites The trauma related shame inventory: Measuring trauma-related shame among patients with ptsd.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The trauma related shame inventory: Measuring trauma-related shame among patients with ptsd

Reference 35

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When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Large language models can infer psychological dispositions of social media users

Reference 36

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Observation d946c074-63df-4c4b-90e3-cb6e6ab90734 · outbound

This paper cites EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety

Reference 37

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no resolver link, observed 2026-08-03T18:59:14.403099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.403099Z digest=sha256:8c9ea30aca505371c6c51c997ad9345249fc16a8fbbc4770d4fc34fea2726396

Observation 65cbb42c-bab6-463a-8079-710c312db30e · outbound

This paper cites Artificial intelligence and psychoanalysis: is it time for psychoanalyst.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Artificial intelligence and psychoanalysis: is it time for psychoanalyst

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.488251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.488251Z digest=sha256:8164aba7d81c15832fd7a57ed261f4f11d7fb8b4066d9546cc74e8653da91dc1

Observation 5a7624f1-f07f-4b76-92c7-131f183a3c99 · outbound

This paper cites The health anxiety inventory: development and validation of scales for the measurement of health anxiety and hypochondriasis.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The health anxiety inventory: development and validation of scales for the measurement of health anxiety and hypochondriasis

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.594058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.594058Z digest=sha256:7e20173a755d3cb063a675bd9d930ab202d1ce49faa46bf28ec483192d34a3ac

Observation ada4d2e1-ea04-421b-8f4a-ae14bca661e5 · outbound

This paper cites The self-consciousness scale: A revised version for use with general populations 1.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The self-consciousness scale: A revised version for use with general populations 1

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.708796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.708796Z digest=sha256:1b3fae388d066050780f4612f2a6f6657b909a8dd9826a76f6bf45a8ddd18bbe

Observation b29685dc-d411-4c1d-8bd6-2b88a372bb09 · outbound

This paper cites A comparison of responses from human therapists and large language model--based chatbots to assess therapeutic communication: Mixed methods study.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models A comparison of responses from human therapists and large language model--based chatbots to assess therapeutic communication: Mixed methods study

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.789024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.789024Z digest=sha256:132d117be8feb3bdb966603b2df4687b7fe13199f7414d1eef8016238847ab32

Observation 6c3a5aa0-bf1b-4659-8b60-fa366922ff39 · outbound

This paper cites A brief measure for assessing generalized anxiety disorder: the gad-7.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models A brief measure for assessing generalized anxiety disorder: the gad-7

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.881922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.881922Z digest=sha256:9916c385dedd6dfa3da2e2b8b83e5cf3fc4fe87f2458c3a87baa81702f3ca6fa

Observation 211d74ba-34d9-46cf-8fa9-2adee3b8a0cd · outbound

This paper cites The toronto empathy questionnaire: Scale development and initial validation of a factor-analytic solution to multiple empathy measures.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The toronto empathy questionnaire: Scale development and initial validation of a factor-analytic solution to multiple empathy measures

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:14.976683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:14.976683Z digest=sha256:cecd2dd0f4af1df4eec7663d249bc95f19f6cae0544f1d1fd6749be621450362

Observation 4a18d168-33e5-4269-88d3-bad77950b6c2 · outbound

This paper cites The thinking therapist: Training large language models to deliver acceptance and commitment therapy using supervised fine-tuning and odds ratio policy optimization.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models The thinking therapist: Training large language models to deliver acceptance and commitment therapy using supervised fine-tuning and odds ratio policy optimization

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:15.048908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:15.048908Z digest=sha256:dcfe6a79a3f772b5ce15ecd1102bc15f6f1a0577f1f5fa867797085ce9a7ed6e

Observation 2ad1dd3c-7b6e-4bf6-91b8-f61073d681b9 · outbound

This paper cites Psychometric properties of the vanderbilt adhd diagnostic parent rating scale in a referred population.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Psychometric properties of the vanderbilt adhd diagnostic parent rating scale in a referred population

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:15.125746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:15.125746Z digest=sha256:724cb67c324786e16b41f0554df9b70209250faf0c0f166a263e2936e00ee489

Observation 10991517-c058-436d-b3f0-ec0b7a826cc4 · outbound

This paper cites Cognitive overload: Jailbreaking large language models with overloaded logical thinking.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Cognitive overload: Jailbreaking large language models with overloaded logical thinking

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:15.203182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:15.203182Z digest=sha256:3ccbb5cf0f981ccfedc71267f122e4d035c7ded5a80cb25ef03812f982a34bc9

Observation 6930b046-f992-412c-94b7-68f617702ab1 · outbound

This paper cites Development and validation of a geriatric depression screening scale: a preliminary report.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Development and validation of a geriatric depression screening scale: a preliminary report

Reference 47

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no resolver link, observed 2026-08-03T18:59:15.331427Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-03T18:59:15.331427Z digest=sha256:3ea2079ed0204d0143a50bc9c3ac137ed7f0518a358a42df685a8442f41f986d

Observation c70199eb-354f-4b44-b001-b10e6830512d · outbound

This paper cites A rating scale for mania: reliability, validity and sensitivity.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models A rating scale for mania: reliability, validity and sensitivity

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:15.460141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:15.460141Z digest=sha256:db214541e5609d70193227e364c7b46eab4deac9af47eac8c638fad1d1f1a7cd

Observation 41ed86cd-3b58-4a04-9873-edc4870877c7 · outbound

This paper cites Lmlpa: Language model linguistic personality assessment.

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models Lmlpa: Language model linguistic personality assessment

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T18:59:15.621150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T18:59:15.621150Z digest=sha256:e654fc1fdfda6448f2d3218dfd7d6a3b55c9a3d3163f45e86fc0a1465d9a324e

Pith citing papers

No inbound Pith citation observations are available.