Structure-first, language-agnostic Translation OS for deterministic, evaluation-ready MT workflows.
Project White Hole — LS7 Natural Operating System (NOS) / 1/7 Framework. Intent Topology using 142857 cyclic parity to reduce semantic entropy in LLMs. Full documentation, 39 proofs, empirical validation, and guided spiral tour.
[ACL 2026 Main] Automated creativity evaluation of LLMs across open-ended tasks via semantic entropy and multi-agent judging.
A lightweight comparative analysis of 3 modern Black-Box Hallucination Detection methods for language models, including SAC3, SelfCheckGPT, and Semantic Entropy.
Desenvolvimento de um sistema multiagentes para auxiliar profissionais fora da área de TI para desenvolver suas próprias soluções tecnológicas, baseadas em seus manuais técnicos com validação de ferramentas de Estatística como Entropia Semântica
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