R0055/2026-04-01/C003/S01¶
WebSearch — mathematical framework sycophancy reward tilt RLHF 2026
Summary¶
| Field | Value |
|---|---|
| Source/Database | WebSearch |
| Query terms | mathematical framework sycophancy reward tilt RLHF 2026 |
| Filters | None |
| Results returned | 10 |
| Results selected | 2 |
| Results rejected | 8 |
Selected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S01-R01 | How RLHF Amplifies Sycophancy | https://arxiv.org/html/2602.01002 | 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.