Human-AI Cognition & Performance / Neurodiversity and AI
SUB-0024 · Evidence — SEEDED / PARTIAL — defensible non-empirical baseline; validation and replayable search outstandingTourette-Sensitive Interaction Design
1. Hypothesis
Flexible timing and low-penalty correction will improve task completion and reduce stress.
2. Experiment design
Design: participatory mixed-method within-person study; baseline, active comparison, calibrated AI condition, user-controlled condition, failure or handback scenario and delayed follow-up Methods: participatory design; within-person studies; accessibility testing; longitudinal diaries; mixed-method pilots; subgroup analysis; pre-registered analysis; active comparison; subgroup and accessibility analysis; delayed retention or longitudinal follow-up; adverse-effect capture; reproducibility testing; participant debrief Independent variables: timing flexibility; correction cost; input modality; social visibility Dependent variables: completion; stress; abandonment; error recovery Confounders: baseline capability; prior exposure; age; motivation; context; technology access; implementation fidelity Measures: completion; correction attempts; stress scale; modality switching Success criteria: Statistically and practically meaningful improvement; preserved or improved human skill and agency; acceptable burden; no disproportionate subgroup harm; reproducible performance; effective handback, correction and recovery. Failure conditions: No meaningful benefit; gains mask reduced understanding or skill; dependency, fatigue, stress or exclusion exceeds benefit; effects fail to transfer or persist; user control is ineffective; correction or handback fails.
3. Seed result / current evidence
DEFENSIBLE SEED RESULT — NON-EMPIRICAL. The current evidence supports Tourette-Sensitive Interaction Design as a testable research proposition. Problem basis: Current approaches to tourette-sensitive interaction design are fragmented, poorly calibrated or insufficiently measured, making it difficult to distinguish real benefit from substitution, novelty or surveillance effects. Directional expectation: If the hypothesis is supported, the intervention condition should improve completion; stress; abandonment; error recovery while avoiding material deterioration in independence, confidence calibration or delayed performance. Proposed observations: completion; correction attempts; stress scale; modality switching. Seed data profile: Evidence Strength 10/100; Confidence 25/100; Maturity 20/100; Overall Health 36/100; Novelty 78/100; Strategic Importance 95/100. Evidence boundary: No validated results yet.; experiments 0, studies 0, participants 0. This is suitable for protocol formation and baseline comparison, not as a finding of effect.
4. Seed conclusion
DEFENSIBLE SEED CONCLUSION — PROVISIONAL. Tourette-Sensitive Interaction Design warrants structured testing because the CSV identifies a defined problem, falsifiable hypothesis, measurable outcomes and relevant literature foundations. The present position is that “Flexible timing and low-penalty correction will improve task completion and reduce stress.” is plausible and decision-relevant, but unvalidated. Proceed to controlled testing against the stated success and failure conditions. Confirm, narrow or reject this seed after effect sizes, uncertainty, subgroup outcomes, adverse effects, persistence and handback performance are observed.
Prior-art search performed before starting
PRIOR-ART SEED BASELINE — PARTIAL. The CSV records these literature domains: Participatory accessibility research; neurodiversity paradigm; universal design; assistive technology; condition-specific HCI studies. It also records: WHO Disability and Health — https://www.who.int/health-topics/disability; W3C WAI — https://www.w3.org/WAI/; Australian Disability Discrimination Act — https://www.legislation.gov.au/; OECD AI Principles — https://oecd.ai/. Evidence register status: “Seeded; authoritative source register refreshed; empirical evidence not yet ingested”. This is defensible as a starting prior-art inventory, but not as proof of a completed systematic search because search dates, databases, exact queries, reviewer, result counts, screening decisions, claim mapping and a replayable receipt are absent.
Prior-art material named: Existing literature: Participatory accessibility research; neurodiversity paradigm; universal design; assistive technology; condition-specific HCI studies. References: WHO Disability and Health — https://www.who.int/health-topics/disability; W3C WAI — https://www.w3.org/WAI/; Australian Disability Discrimination Act — https://www.legislation.gov.au/; OECD AI Principles — https://oecd.ai/
Critical gap / next action
Create and attach a dated prior-art search log; lock the protocol; execute the proposed study; link raw data and analysis; then replace the results and conclusion placeholders with evidence-bounded findings.
Evidence classification: SEEDED / PARTIAL — defensible non-empirical baseline; validation and replayable search outstanding — provisional research record, not a validated finding.