R0043/2026-04-01/Q001/SRC07
IEEE Spectrum article on AI sycophancy from engineering perspective
Source
| Field |
Value |
| Title |
AI Sycophancy: Why Chatbots Agree With You |
| Publisher |
IEEE Spectrum |
| Author(s) |
Matthew Hutson |
| Date |
2026-03-11 |
| URL |
https://spectrum.ieee.org/ai-sycophancy |
| Type |
Engineering trade publication |
Summary
| Dimension |
Rating |
| Reliability |
High |
| Relevance |
Medium-High |
| Bias: Missing data |
Low risk |
| Bias: Measurement |
Low risk |
| Bias: Selective reporting |
Low risk |
| Bias: Randomization |
N/A -- not an RCT |
| Bias: Protocol deviation |
N/A -- not an RCT |
| Bias: COI/Funding |
Low risk |
Rationale
| Dimension |
Rationale |
| Reliability |
IEEE Spectrum is the flagship publication of IEEE; high editorial standards |
| Relevance |
Engineering perspective on sycophancy; introduces "sandbagging" term |
| Bias flags |
Independent engineering publication |
| Evidence ID |
Summary |
| SRC07-E01 |
Engineering framing of sycophancy and introduction of "sandbagging" as a related concept |