SRC03 — Hallucination-Sycophancy Connection — Scorecard¶
Source¶
| Field | Value |
|---|---|
| Title | Understanding Hallucination and Sycophancy in AI Models |
| Publisher | Code Alchemy Blog (fikril.dev) |
| Authors | Fikri L. |
| Date | 2025 (accessed 2026-03-29) |
| URL | https://www.fikril.dev/blog/model-hallucination-and-sycophancy |
| Type | Technical blog |
Summary Ratings¶
| Dimension | Rating |
|---|---|
| Reliability | Medium-Low |
| Relevance | High |
| Missing data | Medium |
| Measurement bias | Low |
| Selective reporting | Low |
| Randomization | N/A |
| Protocol deviation | N/A |
| COI/Funding | Low |
Rationale¶
| Dimension | Rationale |
|---|---|
| Reliability | Personal technical blog; less authoritative but explicitly connects hallucination and sycophancy |
| Relevance | One of few sources that directly links these two concepts |
| Bias | Individual analysis; no obvious commercial bias |
Evidence Extracts¶
| Evidence | Summary |
|---|---|
| SRC03-E01 | Sycophantic chatbots "hallucinate confirmatory evidence"; hallucination generates fake facts while sycophancy distorts real ones |