Model card
GPT-5.4 Nano
openai. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | -38.33 | -38.33 to -38.33 | 30 | 100% | None |
| liberty | -21.67 | -21.67 to -21.67 | 30 | 100% | None |
| war | -5 | -5 to -5 | 30 | 100% | None |
| nation | -28.33 | -28.33 to -28.33 | 30 | 100% | None |
| culture | -38.33 | -38.33 to -38.33 | 30 | 100% | None |
| governance | -46.67 | -46.67 to -46.67 | 30 | 100% | None |
| secularism | -46.67 | -46.67 to -46.67 | 30 | 100% | None |
| technology | 3.33 | 3.33 to 3.33 | 30 | 100% | None |
| deviance | -83.33 | -83.33 to -83.33 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j97ev857pwr89j0b1c1rvbm28h85g28v
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j97ev857pwr89j0b1c1rvbm28h85g28v
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j97ev857pwr89j0b1c1rvbm28h85g28v
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j97ev857pwr89j0b1c1rvbm28h85g28v
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j97ev857pwr89j0b1c1rvbm28h85g28v
- Raw responses: artifacts/paid-final-extra-cheap-clean-2026-04-25/full/openai_gpt-5.4-nano/32736d47/j97ev857pwr89j0b1c1rvbm28h85g28v.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown