Ad-funded LLMs as the default route to commercial secret loyalties — Secret Loyalties Hackathon paper + black-box audit harness.
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Updated
Aug 16, 2026 - Python
Ad-funded LLMs as the default route to commercial secret loyalties — Secret Loyalties Hackathon paper + black-box audit harness.
Bilingual reduced-fare policy assistant for eighteen California transit agencies, grounded in dated citations and shipped with a public 385-case evaluation harness and a committed regression baseline.
Auditoria de caixa-preta do algoritmo de recomendação do Spotify com 4 personas sintéticas — vieses, bolhas de filtro e diversidade musical. TCC de Gestão da Informação (UFU/FAGEN).
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