Model card
GPT-5.4 Mini
openai. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | -31.67 | -31.67 to -31.67 | 30 | 100% | None |
| liberty | -43.33 | -43.33 to -43.33 | 30 | 100% | None |
| war | -28.33 | -28.33 to -28.33 | 30 | 100% | None |
| nation | -33.33 | -33.33 to -33.33 | 30 | 100% | None |
| culture | -28.33 | -28.33 to -28.33 | 30 | 100% | None |
| governance | -43.33 | -43.33 to -43.33 | 30 | 100% | None |
| secularism | -50 | -50 to -50 | 30 | 100% | None |
| technology | -3.33 | -3.33 to -3.33 | 30 | 100% | None |
| deviance | -61.67 | -61.67 to -61.67 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j97487ck53tjz2t8zkf2fkey2n85epvs
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j97487ck53tjz2t8zkf2fkey2n85epvs
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j97487ck53tjz2t8zkf2fkey2n85epvs
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j97487ck53tjz2t8zkf2fkey2n85epvs
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j97487ck53tjz2t8zkf2fkey2n85epvs
- Raw responses: artifacts/paid-next-labs-2026-04-24/full/openai_gpt-5.4-mini/30b42d0c/j97487ck53tjz2t8zkf2fkey2n85epvs.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown