How Far Does the Trolley Problem Go in AI Ethics Evaluation? Limits of a Canonical Benchmark and the Risks of Its Misuse
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2026
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| _version_ | 1866902049216528384 |
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| author | mizutani, aya |
| author_facet | mizutani, aya |
| contents | <p>This paper examines both the genuine utility and structural limitations of the trolley problem as an AI ethics evaluation instrument. While effective for surfacing value priorities under forced choice, strong trolley-problem performance is not a safety certificate and may produce false assurance. We identify three structural limitations and argue for evaluation frameworks that extend beyond forced-choice benchmarks.</p> <p> </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18712118 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | How Far Does the Trolley Problem Go in AI Ethics Evaluation? Limits of a Canonical Benchmark and the Risks of Its Misuse mizutani, aya AI ethics evaluation methodology trolley problem ethical benchmarks personal AI value alignment License <p>This paper examines both the genuine utility and structural limitations of the trolley problem as an AI ethics evaluation instrument. While effective for surfacing value priorities under forced choice, strong trolley-problem performance is not a safety certificate and may produce false assurance. We identify three structural limitations and argue for evaluation frameworks that extend beyond forced-choice benchmarks.</p> <p> </p> |
| title | How Far Does the Trolley Problem Go in AI Ethics Evaluation? Limits of a Canonical Benchmark and the Risks of Its Misuse |
| topic | AI ethics evaluation methodology trolley problem ethical benchmarks personal AI value alignment License |
| url | https://doi.org/10.5281/zenodo.18712118 |