R0057/2026-04-01/C029/S01

Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C029
Search	S01

WebSearch — Consumer AI engagement optimization sycophancy reduction opposed Georgetown Brookings Stanford

Summary

Field	Value
Source/Database	WebSearch
Query terms	Consumer AI engagement optimization sycophancy reduction opposed Georgetown Brookings Stanford
Filters	None
Results returned	10
Results selected	1
Results rejected	9

Selected Results

Result	Title	URL	Rationale
S01-R01	Georgetown Law sycophancy risks	https://www.law.georgetown.edu/tech-institute/insights/reduce-ai-sycophancy-risks/	Primary source for claim verification

Rejected Results

Result	Title	URL	Rationale
S01-R02	Other results	—	Derivative or less relevant

Notes

Search targeted the specific claim with relevant keywords.