| S04-R04 |
From compliance to resilience - Moody's |
https://www.moodys.com/web/en/us/insights/regulatory-news/-published-just-now-chanpreet-mehta-edit--share---from-complianc.html |
General model risk, not sycophancy-specific |
| S04-R05 |
Treasury AI resources |
https://home.treasury.gov/news/press-releases/sb0401 |
Treasury guidance; used in Q002 |
| S04-R06 |
Financial Risk Management and AI - PMC |
https://pmc.ncbi.nlm.nih.gov/articles/PMC8919207/ |
Explainability focus |
| S04-R07 |
Financial Services AI Risk Framework - CRI |
https://cyberriskinstitute.org/artificial-intelligence-risk-management/ |
Framework description, not terminology |
| S04-R08 |
Decoding US Treasury AI framework - TCS |
https://www.tcs.com/insights/blogs/us-treasury-financial-services-ai-risk-management-framework |
Implementation guide, not terminology |
| S04-R09 |
AI and risk management - Deloitte |
https://www.deloitte.com/global/en/Industries/financial-services/perspectives/gx-ai-and-risk-management.html |
General risk management |
| S04-R10 |
GAO AI in Financial Services |
https://www.gao.gov/products/gao-25-107197 |
Oversight report, not terminology |
| S04-R11 |
AI in Model Risk Management - ValidMind |
https://validmind.com/blog/ai-in-model-risk-management-financial-services/ |
Product marketing |
| S04-R12 |
Yes-Machine Problem - WebProNews |
https://www.webpronews.com/the-yes-machine-problem-how-sycophantic-ai-is-becoming-a-safety-crisis-nobody-wants-to-talk-about/ |
Duplicate of S04-R01 |
| S04-R13 |
Automation bias - Wikipedia |
https://en.wikipedia.org/wiki/Automation_bias |
Encyclopedia; already rejected in S02 |
| S04-R14 |
Automation bias systematic review - PMC |
https://pmc.ncbi.nlm.nih.gov/articles/PMC3240751/ |
Systematic review; foundational but no new terminology |
| S04-R15 |
Misuse of automated decision aids - ScienceDirect |
https://www.sciencedirect.com/science/article/abs/pii/S1071581908000724 |
Training focus |
| S04-R16 |
Complacency and Bias integration - ResearchGate |
https://www.researchgate.net/publication/47792928_Complacency_and_Bias_in_Human_Use_of_Automation_An_Attentional_Integration |
Duplicate of S02-R02 |
| S04-R17 |
FAA Technical Discipline: AI-ML |
https://www.faa.gov/aircraft/air_cert/step/disciplines/artificial_intelligence |
Certification process, not terminology |
| S04-R18 |
Generative AI and Dark Patterns - AI Critique |
https://www.aicritique.org/us/2025/03/27/generative-ai-and-dark-patterns-in-ux-design/ |
Dark patterns focus, not sycophancy-specific |
| S04-R19 |
Exploring dark patterns UX |
https://www.stan.vision/journal/exploring-dark-patterns-ux-how-they-affect-user-experiences |
General UX dark patterns |
| S04-R20 |
Consistency in UI/UX Design - UX Magazine |
https://uxmag.com/articles/consistency-in-ui-ux-design-the-key-to-user-satisfaction |
Unrelated to sycophancy |
| S04-R21 |
18 Dark Patterns Examples |
https://www.eleken.co/blog-posts/dark-patterns-examples |
Dark patterns catalog, not AI-specific |
| S04-R22 |
10 Dark Patterns in UX |
https://bejamas.com/blog/10-dark-patterns-in-ux-design |
Same as above |
| S04-R23 |
Dark patterns in UX - LogRocket |
https://blog.logrocket.com/ux-design/dark-patterns-in-ux-design/ |
General dark patterns |
| S04-R24 |
Dark patterns user trust - WJARR |
https://journalwjarr.com/sites/default/files/fulltext_pdf/WJARR-2025-0691.pdf |
Trust impact, not AI sycophancy |
| S04-R25 |
AI features for UX - LogRocket |
https://blog.logrocket.com/ux-design/ai-driven-ux-design-patterns |
Design patterns, not terminology |
| S04-R26 |
Dark Side of UX Design - ACM |
https://dl.acm.org/doi/10.1145/3173574.3174108 |
Foundational dark patterns paper, pre-AI |
| S04-R27 |
Measuring UX in AI products - Medium |
https://medium.com/design-bootcamp/how-to-measure-ux-in-ai-powered-products-across-utility-trust-and-team-impact-a052283b7442 |
UX metrics, not sycophancy terminology |