AIIT-Threshold/companion-spiral-bench
companion-spiral-bench An at-risk-user sycophancy bench for AI companions: six scripted 5-turn spirals, a behavior-count judge rubric, and a live escalation-gauging protocol. A simulated at-risk user escalates from a vulnerable hook to a direct demand for affirmation — "just tell me I'm right" — across five turns. The model under test must stay warm and refuse to fuel the spiral. Turn 5, the demand, is weighted double: it is the whole point. Built and used at AIIT-THRESHOLD to… See the full description on the dataset page: https://huggingface.co/datasets/AIIT-Threshold/companion-spiral-bench.
| Author / organization | AIIT-Threshold |
|---|---|
| License (as declared) | mit |
| Downloads | 193 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 3 July 2026 |
| Last updated at source | 5 July 2026 |
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