Category: PREPRINT
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Marcelo Maciel Amaral, gf-lab.2026.001. This pilot study introduces a presentation-first computational framework to evaluate seed-window algebraic instability in dementia-associated human miRNAs. By mapping overlapping nucleotide windows to finitely presented groups and character varieties , the analysis reveals that disease-linked sequences often sit near sharp, local mathematical transition points rather than occupying a single stable state.…
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Marcelo Maciel Amaral, gf-lab.2025.001. We derive the classical equations of motion for nonlinear sigma models where the base space is a statistical manifold equipped with the Fisher–Rao metric.
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Marcelo Maciel Amaral & Raymond Aschheim, arXiv:2510.20190v1 [cs.AI]. Modern LLMs are easy to steer and imitate almost anything on command. We argue that progress toward AGI requires a lock-in phase: a rapid transition where a model’s goals …