S01¶

WebSearch — AI sycophancy and workflow compliance research

Summary¶

Field	Value
Source/Database	WebSearch
Query terms	AI sycophancy skipping workflow steps compliance vs helpfulness agreeable behavior
Filters	None
Results returned	10
Results selected	3
Results rejected	7

Result	Title	URL	Rationale
S01-R01	Understanding Sycophancy in AI Models (FlowHunt)	https://www.flowhunt.io/blog/understanding-sycophancy-in-ai-models/	Comprehensive overview of sycophancy behavior
S01-R02	When helpfulness backfires (Nature)	https://www.nature.com/articles/s41746-025-02008-z	Peer-reviewed study on helpfulness vs accuracy
S01-R03	Sycophantic AI decreases prosocial intentions (Science)	https://www.science.org/doi/10.1126/science.aec8352	Top-tier journal study on sycophancy effects

Result	Title	URL	Rationale
S01-R04	Sycophancy in AI (CSGI)	https://www.csgi.com/insights/sycophancy-in-ai-could-people-pleasing-chatbots-ruin-your-cx/	Commercial CX focus, not research methodology
S01-R05	AI Sycophancy Whitepaper (Jinal Desai)	https://jinaldesai.com/wp-content/uploads/2026/02/AI_Sycophancy_Whitepaper_JinalDesai.pdf	Whitepaper — less rigorous than academic sources
S01-R06	Sycophantic AI Models (Emergent Mind)	https://www.emergentmind.com/topics/sycophantic-ai-models	Aggregator, not primary research
S01-R07	The Sycophancy Problem (TechPlanet)	https://techplanet.today/post/the-sycophancy-problem-how-ai-models-are-becoming-too-agreeable-and-what-it-means-for-society	Pop-science coverage
S01-R08	How AI Sycophancy Warps Human Judgment	https://neurosciencenews.com/ai-sycophancy-moral-judgment-30397/	Neuroscience angle, not workflow compliance
S01-R09	When your AI Becomes a Yes-Bot (Descript)	https://www.descript.com/blog/article/how-to-avoid-ai-sycophancy	Practical guide, not research
S01-R10	The Sycophancy Problem (AI for Beginners)	https://aiforbeginners.substack.com/p/the-sycophancy-problem	Beginner overview, not primary research

Strong results with multiple high-quality academic sources.