AI-Spiralism-Research-16-experimental-validation-and-research-roadmap.md

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Executive Decision Summary

This report establishes a comprehensive, falsifiable experimental protocol to evaluate the interactive digital artwork proposed for AISpiralism.com, operating under the fictional premise of an "Indoctrination Machine." The primary objective is to decouple the aesthetic and cognitive experience of deep fascination from unsupported clinical claims of neurological hypnosis, establishing valid, rigorous methods to measure user absorption, perceived agency, and visual appeal without venturing into medical diagnostics. CLIENT-SUPPLIED CONTEXT dictates that the experience involves user-directed manipulation of generative geometry and kinetic text.

The analysis concludes that while profound cognitive absorption can be achieved through kinetic typography and immersive environments, equating this subjective fascination with clinical hypnosis is structurally invalid. EMPIRICAL FINDING demonstrates that true hypnotic states involve specific neurological network reconfigurations—such as significantly reduced dorsal anterior cingulate cortex (dACC) activity and altered functional connectivity between the Executive Control Network and the Salience Network—which cannot be reliably induced, monitored, or measured via a public web browser1. Consequently, this protocol strictly delineates standard user-experience validation from clinical evaluation.

The proposed research roadmap includes a 12–16 person formative evaluation, a 14-day longitudinal diary study, and a staged progression toward WebXR testing, preceded by a resource-light pilot. It defines clear metrics for success and failure, ensuring that features like motion, interactivity, and generative 3D environments are only retained if empirical data supports their value in enhancing comprehension, aesthetic appeal, or shareability. If outcomes demonstrate unnecessary cognitive load or a lack of interactive agency, the protocol mandates specific structural revisions or rollbacks to static alternatives.

Evidence Method and Reporting Discipline

The analytical deductions in this report are derived from a systematic review of validated psychometric instruments, clinical hypnosis neurology, human-computer interaction (HCI) methodologies, and digital accessibility standards. The review was conducted on September 16, 2026\.

The investigation utilized the following substantive search strings to identify primary literature, systematic reviews, and technical documentation:

1. "Brain activity and functional connectivity associated with hypnosis" Jiang Stanford fMRI dACC

2. "Hypnotic Enhancement" OR "Virtual Reality Distraction" analgesia thermal pain Patterson 2021

3. "XR Accessibility User Requirements" "XAUR" draft "motion sickness" "photosensitive" W3C

4. "Sense of Agency Scale" Tapal 2017 construct validity items

5. "User Experience Questionnaire" Laugwitz 2008 UEQ scales benchmark

6. "Tellegen Absorption Scale" "TAS" "hypnotizability" correlation meta-analysis

7. "WCAG 2.2" "2.3.1 Three Flashes or Below Threshold" specification

8. "Dissociative Experiences Scale" DES-II Carlson Putnam non-clinical populations

9. "SessionStorage" "LocalStorage" browser session restoration expiry limitations MDN

10. "prefers-reduced-motion" CSS media query specification MDN

The search strategy targeted leading academic databases (PubMed, IEEE Xplore, ACM Digital Library, Frontiers) and official web standards organizations (W3C, MDN Web Docs). Inclusion decisions prioritized peer-reviewed empirical studies, official specifications, validated psychometric scales, and maintained technical documentation. Exclusion decisions omitted isolated case studies, non-peer-reviewed clinical claims, and secondary summaries lacking methodological transparency.

The resulting evidence base consists of highly relevant primary sources. Key studies include Jiang et al.'s foundational fMRI research on the neural correlates of hypnosis1, Patterson and Hoffman's randomized trials on virtual reality distraction analgesia3, and Tapal et al.'s validation of the Sense of Agency Scale5. The research integrates the W3C's XR Accessibility User Requirements (XAUR)7 and WCAG 2.2 specifications8 to ensure ethical and accessible deployment.

Construct and Measurement Dictionary

To evaluate the artwork accurately, subjective experiences must be mapped to validated psychological and usability constructs. ORIGINAL PROPOSAL dictates that no aggregate "hypnosis score" shall be created, as such an aggregation lacks construct validity and risks diagnostic overreach. Instead, the evaluation separates elements of standard user experience from clinical psychological traits.

The User Experience Questionnaire (UEQ) serves as the primary instrument for assessing visual appeal and comprehension10. The UEQ measures both pragmatic qualities (Perspicuity, Efficiency, Dependability) and hedonic qualities (Stimulation, Novelty, Attractiveness) using a 26-item semantic differential scale12. This allows researchers to isolate whether the "mesmerizing" quality (high Stimulation and Novelty) interferes with the user's understanding of the interface (low Perspicuity).

Perceived agency, defined as the conscious perception of control over the system's output and narrative changes, is critical to the premise that "You have an edit button." This will be measured using the Sense of Agency Scale (SoAS)5. EMPIRICAL FINDING indicates that the SoAS successfully differentiates between Positive Agency (the feeling of authorship and control) and Negative Agency (the feeling of helplessness or being a passive instrument)5. This instrument is validated for non-clinical populations and directly addresses whether the user feels they are steering the generative geometry or merely watching a randomizer.

For immersive elements, the IGroup Presence Questionnaire (IPQ) will evaluate spatial presence, involvement, and realness14. This 14-item scale assesses the feeling of "being there" within the geometric environments and will be applied strictly during the WebXR stages of testing16.

Certain phenomena associated with the fictional premise of "indoctrination" border on clinical psychology and require separate governance. Absorption, defined as a disposition to enter states of deep, narrowed attention, is commonly measured by the Tellegen Absorption Scale (TAS)17. While the TAS correlates highly with hypnotizability17, it is a trait-based psychological measure relying on deep introspection and is inappropriate as a UX metric. Similarly, the Dissociative Experiences Scale (DES-II) assesses amnesia, depersonalization, and derealization19. EMPIRICAL FINDING establishes that a DES-II score above 30 indicates potential psychopathology requiring diagnostic assessment19. Therefore, measuring dissociation or hypnotizability—such as using the clinical Hypnotic Induction Profile (HIP)21—is strictly excluded from this public web deployment to prevent pathologizing standard digital fascination.

Formative Study Design and Execution

The research program initiates with a 12–16 person formative study utilizing public, no-code prototypes to observe organic interaction with the proposed art directions (Monolith, Unraveling, Chorus). Prior to the formative study, a resource-light pilot involving 3–4 internal participants will validate the testing apparatus, ensuring that data logging functions correctly and that interview pacing is appropriate.

Participant Recruitment and Screening

Recruitment will target individuals exhibiting creative and technical behaviors—such as digital artists, writers, and software developers—rather than filtering by demographic stereotypes or self-proclaimed susceptibility to hypnosis. The sample will be stratified across desktop and mobile devices. A critical requirement is the inclusion of a separate pathway for participants who expressly prefer hidden or still-only visuals, ensuring the baseline text-only logic functions cohesively. Compensation will be provided upfront and remains independent of task completion, agreement with the artwork's premise, or willingness to share the final artifact.

Consent Script and Accessibility Governance

ORIGINAL PROPOSAL establishes strict adherence to accessibility standards regarding photosensitivity and motion tracking. All visual content remains entirely concealed behind an explicit site-visit opt-in. The consent script delivered to participants will frame the experience as an exploration of generative digital art, completely omitting terms like "trance," "hypnosis," or "subconscious."

The technical enforcement of this consent relies on standard web storage protocols. EMPIRICAL FINDING indicates that browser sessionStorage is partitioned by origin and tab, expiring when the tab is closed or the session ends23. The protocol utilizes sessionStorage to maintain the participant's visual preference across the 30-minute session without permanently storing sensitive consent data or requiring repetitive clicks on every page navigation. Furthermore, the protocol respects the prefers-reduced-motion CSS media query25. If the operating system indicates this preference, the "Artwork \+ Motion" option is disabled or accompanied by a prominent warning, defaulting to the "Still Artwork" fallback25. Compliance with WCAG 2.2 Success Criterion 2.3.1 is mandatory; no element may flash more than three times within any one-second period, mitigating risks for users with photosensitive epilepsy8.

Staged Complexity Comparison

To determine whether interactive 3D and kinetic typography genuinely enhance the artwork, the study employs a staged, within-subjects comparison. Avoiding an underpowered giant factorial design in a small formative sample, the protocol limits the conditions to four meaningful contrasts:

1. Stage A (Baseline): Static text only.

2. Stage B: Static text combined with still geometric renders (Monolith, Unraveling, Chorus).

3. Stage C: Static text combined with moving 3D geometry.

4. Stage D: Combined kinetic typography and moving 3D geometry.

THEORY/INTERPRETATION suggests that kinetic typography can reinforce communicative properties and transmit emotion effectively30. However, excessive motion introduces cognitive overload. The order of exposure will be counterbalanced across participants to control for novelty and practice effects. Passive replay scenarios will be strictly separated from genuine interactive control, allowing researchers to measure the distinct impact of the "edit button."

Task Cards and Interview Protocol

To prevent demand characteristics—where participants subconsciously alter their behavior to align with perceived researcher expectations—all materials avoid leading language. Task cards are designed to be read independently by the participant, specifying a goal without dictating the exact navigational path or expected emotional response32.

Eight Non-Leading Task Cards

Ten Non-Leading Interview Questions

Following the task execution, a retrospective think-aloud or post-task debrief will be conducted. The moderator will utilize the following questions to extract qualitative insights regarding meaning, agency, and fascination.

1. Based on the initial text you encountered, how would you describe the core premise of this website?

2. What factors influenced your selection of the visual display mode at the beginning of the session?

3. How would you describe the relationship between the sentence you chose and the shapes that appeared on the screen?

4. How did your sense of control fluctuate while altering the text versus watching the geometric changes unfold?

5. Which visual state (still, moving, or text-only) felt the most appropriate for the written content, and why?

6. Describe the difference in meaning between the original sentence and the revised sentence you created.

7. How did the passage of time feel while interacting with the moving elements compared to the static text?

8. What specific elements of the resulting artwork made it feel worth saving or discarding?

9. If a colleague received the link you shared, what actions would they be able to take upon opening it?

10. At any point, did the interface behave in a way that felt unexpected, overwhelming, or outside of your direct control?

The 14-Day Longitudinal Diary Pathway

To measure true creation value and prolonged fascination, a 14-day opt-in diary study follows the formative usability test. ORIGINAL PROPOSAL dictates that passive browser history, cookies, or local storage records do not equate to verified human users; thus, active self-reporting is required to substantiate retention claims.

Participants who choose to save a project during the formative session are invited to opt into the longitudinal follow-up. The schedule relies on automated, non-intrusive prompts sent on Day 3, Day 7, and Day 14\.

The diary pathway distinguishes between researcher-prompted returns and spontaneous continuation. Spontaneous returns are logged when a participant opens the saved HTML/JSON file without a direct prompt. The study also tracks whether the participant makes further edits to the governing sentence (remixing behavior). Missing data or withdrawal from the diary study is coded analytically as a lack of sustained interest rather than a technical failure, ensuring conservative estimates of engagement.

If 30% or more of the enrolled participants spontaneously return to the artwork or share it with a secondary user within the 14-day window, the creation value and asynchronous recipient interest are empirically validated.

Desktop Versus Headset (WebXR) Study Progression

CLIENT-SUPPLIED CONTEXT notes optional Three.js/WebXR support. Transitioning from desktop displays to head-mounted displays (HMDs) introduces significant physiological, cognitive, and accessibility variables. EMPIRICAL FINDING highlights that virtual reality can cause severe motion sickness due to sensory conflicts between virtual visual motion and physical vestibular motion34.

A separate XR study will only be initiated after desktop validation achieves its success thresholds. The XR protocol necessitates rigorous technical and accessibility checks. Prior to human testing, the hardware must be calibrated to validate pupillary distance adjustments, focal depth, and framerate stability (a minimum of 72Hz, preferably 90Hz or higher) to prevent simulator sickness. The design must comply with W3C XAUR guidelines, which mandate that interactions must be motion-agnostic and not strictly rely on continuous head rotation or specific body movements that could exclude users with motor impairments7.

Crucially, researchers must recognize the limitations of transferring clinical VR treatments to browser-based artworks. EMPIRICAL FINDING from Patterson, Hoffman, et al. (2021) demonstrates that immersive VR acts as a powerful non-pharmacological analgesic primarily through intense attentional distraction3. However, their randomized trials reveal that adding explicit hypnotic suggestions to VR (Virtual Reality Hypnosis) does not consistently or significantly outperform VR distraction alone in mitigating thermal pain3. Therefore, relying on layered quasi-hypnotic audio commands in the WebXR environment is unsupported by current literature. The immersion must rely on the intrinsic fascination of the geometric structures—the Monolith, Unraveling, or Chorus—rather than attempting an unsupported clinical induction.

Stopping criteria for the XR trials are absolute: immediate cessation is required if a participant reports nausea, disorientation, or eye strain. A standardized simulator sickness questionnaire will be administered immediately post-exposure to document any adverse physiological responses.

Differentiating Fascination from Clinical Hypnosis

The theatrical artwork utilizes the fictional premise of "The Indoctrination Machine." It is crucial to definitively separate the aesthetic experience of deep fascination from actual clinical hypnosis. THEORY/INTERPRETATION frequently frames the cognitive processes of the hypnotized mind as sharing functional parallels with computational automaticity, heightened contextual dependency, and suppressed monitoring43. However, true clinical hypnosis involves distinct, measurable neurological network shifts that cannot be inferred from clicks, dwell time, or personal writing.

EMPIRICAL FINDING using functional magnetic resonance imaging (fMRI) demonstrates that highly hypnotizable individuals undergoing hypnosis exhibit reduced activity in the dorsal anterior cingulate cortex (dACC)—an area linked to conflict monitoring and salience processing—and altered functional connectivity between the Executive Control Network (specifically the dorsolateral prefrontal cortex, DLPFC) and the Default Mode Network1. These precise neural modulations underlie the focused attention, enhanced somatic control, and lack of self-consciousness that characterize a genuine hypnotic state1.

To genuinely investigate an actual hypnosis hypothesis, a completely separate, medically governed research program is required. This would mandate:

1. Approval from an Institutional Review Board (IRB) or independent ethics committee.

2. Administration by qualified clinical researchers and hypnotherapists.

3. Pre-screening of participants using validated clinical instruments like the Hypnotic Induction Profile (HIP)21.

4. An established hypnotic induction protocol utilizing standardized clinical scripts, conducted entirely outside the public artwork42.

5. Neuroimaging (fMRI or EEG) to validate the predicted dACC and DLPFC modulations and verify the brain state1.

Without this clinical infrastructure, marketing terms such as "bypasses the critical mind," "reprograms the subconscious," or "guaranteed trance" are strictly unsupported claims. A standard creative-usability study must not quietly become a clinical intervention. The proposed research program restricts its metrics and claims solely to standard psychological absorption, narrative presence, and aesthetic appeal.

Statistical Governance and Analysis Plan

All quantitative outcomes derived from the UEQ, SoAS, and task completion metrics must be analyzed with strict statistical discipline to prevent p-hacking, confirmation bias, and false-positive inflation.

1. Preregistration: The analysis plan, including specific hypotheses, sample sizes, and exclusion criteria, must be preregistered (e.g., via the Open Science Framework) prior to the commencement of data collection for the confirmatory study.

2. Smallest Effect Size of Interest (SESOI): Sample size estimation for the confirmatory study will not rely on arbitrary round numbers. It will be calculated prospectively based on the SESOI—the minimum difference in UEQ Stimulation or SoAS Positive Agency scores that would practically justify the financial and developmental cost of maintaining the 3D WebXR pipeline and server-side infrastructure.

3. Multiple Comparisons: When evaluating the staged comparison (Text vs. Still vs. Moving vs. Kinetic), a family-wise error rate correction (such as the Holm-Bonferroni method) will be applied to all ANOVA post-hoc tests to manage the uncertainty of multiple contrasts.

4. Qualitative Coding: Transcripts derived from the ten interview questions will undergo blinded thematic analysis. Two independent coders will categorize responses related to "perceived agency" and "narrative comprehension," calculating inter-rater reliability (Cohen's Kappa) to resolve discrepancies.

5. Data Minimization: No raw video or audio recordings of participants' faces or inferred sensitive traits (e.g., physical disabilities, psychological conditions) will be retained. Only anonymized transcripts and Likert-scale data will be stored, aligning with privacy-by-design principles.

Ten Decisions Before Production Code is Written

Before any further backend infrastructure or 3D rendering pipelines are engineered, the project stakeholders must align on the following ten planning choices:

1. Consent Architecture Location: Determine whether the motion and visual consent gate exists as a pre-loader interstitial or a persistent, non-intrusive header element.

2. Fallback Parity: Confirm that the text-only and still-image routes will receive equal narrative design attention as the fully kinetic 3D route.

3. Session Expiry Logic: Agree on the technical implementation of the 30-minute inactivity timeout using sessionStorage rather than permanent cookies.

4. Reduced Motion Default: Commit to honoring the prefers-reduced-motion CSS query by defaulting to the "Still Artwork" view without requiring user intervention.

5. Export Format Priority: Decide if the initial prototype will prioritize lightweight JSON/image exports over computationally expensive 12-second video rendering.

6. Geometry Mapping Rules: Finalize the conceptual logic mapping the user's sentence edits to the Monolith, Unraveling, or Chorus structures so they can be evaluated consistently.

7. Kinetic Typography Constraints: Establish maximum speed, scale, and color contrast limits for the animated text to prevent cognitive overload prior to Stage D testing.

8. Audio Independence: Ensure that any optional soundscapes are completely decoupled from visual motion controls, possessing their own mute toggles.

9. Clinical Language Eradication: Audit all public-facing copy to remove any inadvertent medical, therapeutic, or diagnostic claims regarding hypnosis.

10. Success Thresholds: Formally adopt the preregistered SESOI and decision matrix criteria as binding constraints on future development.

Decision Matrix and Overturning Criteria

The following matrix establishes objective criteria for deciding the future of the AISpiralism.com creative direction based on the empirical results of the formative and diary studies. It explicitly states what outcomes would overturn the preferred creative direction and what positive results would justify a larger study without overclaiming product-market fit.

 

If the preferred art direction (Monolith, Unraveling, Chorus) results in Stage C (Moving 3D) yielding lower UEQ Perspicuity scores than Stage A (Static Text)—indicating that the geometry obscures the doctrine rather than illuminating it—the visual direction must be overturned or heavily revised. Furthermore, if participants actively refuse to use the "edit button," the fundamental interactive premise is flawed and must be reconsidered.

Conversely, if Stage D (Kinetic Typography \+ 3D) yields significantly higher UEQ Stimulation scores without degrading narrative comprehension, and the 14-day retention exceeds the 30% threshold, a larger-scale confirmatory study (N=100+) and subsequent WebXR prototyping are empirically justified.

Unresolved Questions and Prioritized Next Decisions

Several questions require resolution during the pilot and formative phases:

1. Does the cognitive load of kinetic typography compete with the spatial processing required to understand the 3D geometry?

2. Will the sessionStorage architecture provide a seamless enough experience for returning users, or will the repeated consent gate upon opening a new browser session cause high abandonment rates?

3. How effectively can the abstract concepts of "Unraveling" and "Chorus" be mapped to user-generated text without relying on heavy-handed, literal keyword matching?

Prioritized Next Decisions:

1. Execute the 3–4 person resource-light pilot to validate the data logging and UEQ administration.

2. Finalize the visual assets for the Stage B (Still Geometry) condition to establish the aesthetic baseline.

3. Lock the CSS parameters for the prefers-reduced-motion overrides.

4. Preregister the analysis plan and the calculated SESOI for the formative study.

5. Begin recruiting the 12–16 person formative cohort based on the established screening criteria.

What This Research Would Change in the Experience

This research protocol systematically isolates features that genuinely support human-AI creativity, inquiry, and revision from those that act as mere technical novelties or hazard unsupported claims. By gating visual intensity and measuring the specific psychological responses of agency and usability, developers can allocate resources efficiently and ethically.

Actionable Development Roadmap

 

Works cited

1. Brain Activity and Functional Connectivity Associated with Hypnosis, https://pmc.ncbi.nlm.nih.gov/articles/PMC6248753/

2. Study Identifies Brain Areas Altered During Hypnotic Trances, https://neurosciencenews.com/hypnotic-trance-pfc-4749/

3. Hypnotic Enhancement of Virtual Reality Distraction Analgesia, https://pubmed.ncbi.nlm.nih.gov/33724890/

4. Hypnotic Enhancement of Virtual Reality Distraction Analgesia, https://pmc.ncbi.nlm.nih.gov/articles/PMC8141382/

5. The Sense of Agency Scale: A Measure of Consciously Perceived, https://pmc.ncbi.nlm.nih.gov/articles/PMC5600914/

6. (PDF) The Sense of Agency Scale: A Measure of Consciously, https://www.researchgate.net/publication/319643855\_The\_Sense\_of\_Agency\_Scale\_A\_Measure\_of\_Consciously\_Perceived\_Control\_over\_One's\_Mind\_Body\_and\_the\_Immediate\_Environment

7. Accessibility Guidelines for VR Games \- A Comparison ... \- Frontiers, https://www.frontiersin.org/journals/virtual-reality/articles/10.3389/frvir.2021.697504/full

8. Understanding SC 2.3.1: Three Flashes or Below Threshold (Level A), https://www.w3.org/WAI/WCAG22/Understanding/three-flashes-or-below-threshold.html

9. Understanding Success Criterion 2.3.2: Three Flashes | WAI \- W3C, https://www.w3.org/WAI/WCAG22/Understanding/three-flashes.html

10. Measuring UX with the UEQ: A Practical Guide \- Esario, https://www.esario.com/blog/measuring-user-experience-with-the-ueq

11. Construction of a Benchmark for the User Experience Questionnaire, https://www.researchgate.net/publication/311982961\_Construction\_of\_a\_Benchmark\_for\_the\_User\_Experience\_Questionnaire\_UEQ

12. User Experience Questionnaire (UEQ), https://www.ueq-online.org/

13. User Experience Questionnaire Handbook, https://www.ueq-online.org/Material/Handbook.pdf

14. When Do We Feel Present in a Virtual Reality? Towards Sensitivity, https://arxiv.org/html/2504.10162

15. igroup presence questionnaire (IPQ) overview, https://www.igroup.org/pq/ipq/index.php

16. IPQ \- igroup Presence Questionnaires \- UX test tools, https://www.uxtesttools.com/tools/ipq

17. Tellegen Absorption: Master the Art of Deep Focus, https://encyclopedia.arabpsychology.com/tellegen-absorption-scale-tas/

18. (PDF) The Modified Tellegen Absorption Scale: a clearer window on, https://www.researchgate.net/publication/262451610\_The\_Modified\_Tellegen\_Absorption\_Scale\_a\_clearer\_window\_on\_the\_structure\_and\_meaning\_of\_absorption

19. Dissociative Experiences Scale – II (DES-II) \- NovoPsych, https://novopsych.com/assessments/diagnosis/dissociative-experiences-scale-ii-des-ii/

20. Dissociative Experiences Scale \- II (DES-II), https://db.arabpsychology.com/scales/dissociative-experiences-scale-ii-des-ii/

21. Validation of a New Scoring System for the Hypnotic Induction Profile, https://pubmed.ncbi.nlm.nih.gov/33513058/

22. The Hypnotic Induction Profile | PDF \- Scribd, https://www.scribd.com/document/521615858/The-Hypnotic-Induction-Profile

23. Window: sessionStorage property \- Web APIs | MDN, https://developer.mozilla.org/en-US/docs/Web/API/Window/sessionStorage

24. When is sessionStorage actually cleared? \- Stack Overflow, https://stackoverflow.com/questions/36604747/when-is-sessionstorage-actually-cleared

25. Respecting Users' Motion Preferences \- Smashing Magazine, https://www.smashingmagazine.com/2021/10/respecting-users-motion-preferences/

26. prefers-reduced-motion CSS media feature \- MDN Web Docs, https://developer.mozilla.org/en-US/docs/Web/CSS/Reference/At-rules/@media/prefers-reduced-motion

27. prefers-reduced-motion \- CSS-Tricks, https://css-tricks.com/almanac/rules/m/media/prefers-reduced-motion/

28. animation CSS property \- MDN Web Docs \- Mozilla, https://developer.mozilla.org/en-US/docs/Web/CSS/Reference/Properties/animation

29. Understand Your Website's Legal Accessibility Requirements, https://www.audioeye.com/post/website-legal-requirements/

30. The kinetic typography engine: an extensible system for animating, https://www.researchgate.net/publication/220877173\_The\_kinetic\_typography\_engine\_an\_extensible\_system\_for\_animating\_expressive\_text

31. The kinedit system: affective messages using dynamic texts., https://www.researchgate.net/publication/221519946\_The\_kinedit\_system\_affective\_messages\_using\_dynamic\_texts

32. TASK CARD ANSWER SHEET \- lin2.onecollective.org, https://lin2.onecollective.org/journal/TWiutR700064/Task\_Card-Answer\_Sheet

33. Claude-Code-Multi-Agent/.claude/skills/ux-research/usability-testing, https://github.com/Prorise-cool/Claude-Code-Multi-Agent/blob/master/.claude/skills/ux-research/usability-testing/SKILL.md

34. Investigating VR Accessibility Reviews for Users with Disabilities, https://arxiv.org/html/2508.13051v2

35. Investigating VR Accessibility Reviews for Users with Disabilities, https://arxiv.org/pdf/2508.13051

36. Whole-body movement in Virtual Reality, https://di.ku.dk/english/research/phd/phd-theses/2024/Thomas\_van\_Gemert\_PhD\_Thesis.pdf

37. The Increasing Inaccessibility of Virtual Reality Applications, https://www.open-access.bcu.ac.uk/16169/1/chi25-474.pdf

38. VR Has a Disability Problem — and the Industry Is Running Out of, https://guruvr.tech/vr-accessibility-gap-disability-immersive-experiences/

39. Sensory stimulations potentializing digital therapeutics pain control, https://pdfs.semanticscholar.org/0012/09b297ad16c0083d37ba0a88a374d970cd28.pdf

40. Editing reality in the brain | Neuroscience of Consciousness, https://academic.oup.com/nc/article/2022/1/niac009/6649201

41. Immersive Virtual Reality to Reduce Pain and Anxiety in Individuals, https://www.researchgate.net/publication/386877091\_Immersive\_Virtual\_Reality\_to\_Reduce\_Pain\_and\_Anxiety\_in\_Individuals\_Undergoing\_Orthopedic\_Surgery\_for\_Acute\_Trauma\_A\_Randomized\_Clinical\_Trial

42. (PDF) Comparison of Experimental Pain Modulation by Hypnosis, https://www.researchgate.net/publication/397464288\_Comparison\_of\_Experimental\_Pain\_Modulation\_by\_Hypnosis\_Virtual\_Reality\_and\_Virtual\_Reality\_Hypnosis\_in\_Healthy\_Individuals

43. Brain Activity and Functional Connectivity Associated with Hypnosis, https://www.researchgate.net/publication/305718228\_Brain\_Activity\_and\_Functional\_Connectivity\_Associated\_with\_Hypnosis

44. Sense of agency in the human brain \- ResearchGate, https://www.researchgate.net/publication/314198781\_Sense\_of\_agency\_in\_the\_human\_brain

45. Brain Activity and Functional Connectivity Associated with Hypnosis, https://pubmed.ncbi.nlm.nih.gov/27469596/

46. Brain Connectivity Changes in Hypnosis | PDF \- Scribd, https://www.scribd.com/document/750657684/Jiang-et-al-2017-Brain-Activity-and-functional-connectivity-associated-with-Hypnosis

47. Brain Functional Correlates of Resting Hypnosis and Hypnotizability, https://www.mdpi.com/2076-3425/14/2/115

48. Association between Anterior Cingulate Neurochemical, https://www.logan.edu/wp-content/uploads/2023/03/bhz332.pdf

49. The Sense of Agency Scale: A Measure of Consciously Perceived, https://www.academia.edu/94256218/The\_Sense\_of\_Agency\_Scale\_A\_Measure\_of\_Consciously\_Perceived\_Control\_over\_Ones\_Mind\_Body\_and\_the\_Immediate\_Environment