R0055/2026-04-01/C005/S01¶
WebSearch — anti-sycophancy preference pairs 84% 85% reduction
Summary¶
| Field | Value |
|---|---|
| Source/Database | WebSearch |
| Query terms | anti-sycophancy preference pairs 84% 85% reduction |
| Filters | None |
| Results returned | 10 |
| Results selected | 2 |
| Results rejected | 8 |
Selected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S01-R01 | Mitigating Sycophancy in Large Language Models via | https://experts.umn.edu/en/publications/mitigating-sycophancy-in-large-language-models-via-direct-prefere | Primary source for claim verification |
| S01-R02 | Secondary source | — | Supporting evidence |
Rejected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S01-R03 | Other results | — | Less relevant or duplicative |
Notes¶
Search targeted the specific factual assertions in the claim.