Preference Inference on Cognaptus

Preference Inference on Cognaptus https://cognaptus.com/tags/preference-inference/ Recent content in Preference Inference on Cognaptus Hugo -- 0.145.0 en-us Mon, 11 Aug 2025 00:00:00 +0000 From Ballots to Budgets: Can LLMs Be Trusted as Social Planners? https://cognaptus.com/blog/2025-08-11-from-ballots-to-budgets-can-llms-be-trusted-as-social-planners/ Mon, 11 Aug 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-08-11-from-ballots-to-budgets-can-llms-be-trusted-as-social-planners/ A mechanism-first reading of how participatory budgeting turns LLM resource allocation into a test of preference inference, constraint discipline, and operational trust. Love in the Time of Context: Why LLMs Still Don't Get You https://cognaptus.com/blog/2025-08-05-love-in-the-time-of-context-why-llms-still-dont-get-you/ Tue, 05 Aug 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-08-05-love-in-the-time-of-context-why-llms-still-dont-get-you/ Cupid shows that LLM personalization fails less because models cannot write tailored answers and more because they retrieve, infer, and apply the wrong contextual preference.