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cs.LG2026
Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs
Elizaveta Tennant, Benjamin Henke, Anita Keshmirian +5
As LLMs increasingly serve in advisory and deliberative roles, users rely on them for non-verifiable reasoning in domains lacking objective ground truths. However, traditional eval…
cs.CY2026
Can AI mediation improve democratic deliberation?
Michael Henry Tessler, Georgina Evans, Michiel A. Bakker +8
The strength of democracy lies in the free and equal exchange of diverse viewpoints. Living up to this ideal at scale faces inherent tensions: broad participation, meaningful delib…