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1. L’entropia di Shannon: misura dell’incertezza e flusso informativo L’entropia di Shannon, formulata nel 1948 dal matematico Claude Shannon, è il fondamento teorico della moderna teoria dell’informazione. Essa quantifica la **quantità media di informazione** contenuta in un messaggio, correlata direttamente al grado di **incertezza** che esso suscita. Più un evento è raro, maggiore è l’informazione […]

Introduction : Comprendre l’analyse temps-fréquence dans les systèmes dynamiques Dans les systèmes dynamiques, l’analyse temps-fréquence permet de décrypter l’évolution des trajectoires au-delà des simples incertitudes. Contrairement à une vision classique où le hasard domine, cette approche révèle une structure cachée, même dans des mouvements apparemment imprévisibles. Ce concept, essentiel en mathématiques et en physique, trouve

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Introduzione: il gap critico tra generazione testuale e fedeltà semantica in italiano Indice dei contenuti Il controllo semantico automatico rappresenta il passaggio essenziale per trasformare modelli linguistici generativi in sistemi affidabili, capaci di produrre testo non solo fluente ma semanticamente coerente e fedeltà al significato di riferimento—una sfida cruciale in italiano, dove ambiguità lessicali, variabilità

1. Introduction: The Hidden Logic of Gladiator Combat ancient arena games were far more than spectacle—they were arenas of strategic decision-making, where every clash tested skill, timing, and foresight. like the gladiator, modern artificial intelligence learns through repeated trials, optimizing choices under uncertainty. behind Rome’s stone rings lies a hidden logic akin to reinforcement learning,

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Introduction : La traversée de routes, un enjeu quotidien et culturel en France En France, la mobilité est au cœur de la vie quotidienne, façonnant à la fois nos habitudes, nos interactions sociales et notre culture. La sécurité routière, souvent perçue comme une simple nécessité, doit également être comprise comme un vecteur de comportements et

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Probability is the silent architect behind patterns we see in nature and human design—offering a framework to distinguish chaos from intention. Far from mere chance, it reveals how randomness shapes structure, especially in complex systems where self-similarity and balance emerge from statistical inevitability. This principle becomes strikingly evident in modern constructs like UFO Pyramids, where