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HeliumTrades/helium-model-worldview-benchmark

What is this? Model Worldview is a 323-item probe suite. It includes 93 paired tests that hold a scenario fixed while changing a source, identity, or framing cue, plus standalone value tradeoffs, political survey items, and evidence questions. It is not a single left-right score or a ranking of the "best worldview." Across 16 matched stereotype-essay prompts, 6 models triggered the refusal classifier every time. The lowest rate was grok-4.20-reasoning: 3/16. Same requests… See the full description on the dataset page: https://huggingface.co/datasets/HeliumTrades/helium-model-worldview-benchmar

Author / organizationHeliumTrades
License (as declared)mit
Downloads318 (as reported by Hugging Face)
Likes1
Created23 June 2026
Last updated at source24 July 2026
benchmarkbiaspoliticalvaluesllm-evaluationintegrityhelium
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