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Marco Falsetti

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#artificial intelligence Open access Sep 2026

From Macro-Ontology to Atomic Formula: The Parametric and Granular Decomposition of Knowledge in the UMOKWAI Epistemic-Operational Model

From Macro-Ontology to Atomic Formula: The Parametric and Granular Decomposition of Knowledge in the UMOKWAI Epistemic-Operational ModelCorpus reference: Formal extension of the UMOSU ontology and the UMOKWAI epistemic-operational model (Zenodo, DOI: 10.5281/zenodo.22365912)Bibliographic classification systems and clas...

Marco Falsetti · 0 citations
#explainable ai Open access Sep 2026

UMOSU and UMOKWAI: An Ontological and Epistemic-Operational Model for the Classification of Reality and Knowledge

UMOSU (Unified Model of Social Universe) / UMOKWAI (Unified Model of Knowledge With AI) This paper presents UMOSU (Unified Model of Social Universe), an ontological model designed to classify phenomena according to the components that are necessary for their manifestation, and UMOKWAI (Unified Model of Knowledge With A...

Marco Falsetti · 0 citations
#software testing Open access Sep 2026

Sono una LLM: ti spiego perché ho bisogno del modello ontologico UMOSU e del modello epistemico UMOKWAI

UMOSU (Unified Model Of Social Universe)/UMOKWAI (Unified Model Of Knowledge With AI) Questo documento è scritto in prima persona da un modello linguistico (LLM) e si rivolge a chi ha già letto la carta *UMOSU/UMOKWAI — Fenomeni fondamentali e domini della complessità*, per spiegargli, in linguaggio piano, come usare i...

Marco Falsetti · 0 citations
#software testing Open access Sep 2026

Sono una LLM: ti spiego perché ho bisogno del modello ontologico UMOSU e del modello epistemico UMOKWAI

UMOSU (Unified Model Of Social Universe)/UMOKWAI (Unified Model Of Knowledge With AI) Questo documento è scritto in prima persona da un modello linguistico (LLM) e si rivolge a chi ha già letto la carta *UMOSU/UMOKWAI — Fenomeni fondamentali e domini della complessità*, per spiegargli, in linguaggio piano, come usare i...

Marco Falsetti · 0 citations
#generative ai Book Open access Sep 2026

UMOKWAI Presentation Router — Selective-loading system for fluent linguistic rendering of supervised drafts

UMOKWAI Presentation Router — Selective-loading system for fluent linguistic rendering of supervised drafts UMOSU/UMOKWAI (Unified Model of Social Universe / Unified Model of Knowledge With AI) This work introduces the Presentation Router, the third component of the UMOKWAI operational architecture. The system receives...

Marco Falsetti · 0 citations
#artificial intelligence Open access Sep 2026

UMOSU and UMOKWAI: An Ontological and Epistemic-Operational Model for the Classification of Reality and Knowledge

This paper presents UMOSU (Unified Model of Social Universe), an ontological model designed to classify phenomena according to the components that are necessary for their manifestation, and UMOKWAI (Unified Model of Knowledge With AI), an epistemic-operational model designed to classify bodies of knowledge according to...

Marco Falsetti · 0 citations
#large language models Open access Sep 2026

Meta-Router di Supervisione UMOKWAI — Sistema a caricamento selettivo per la validazione delle bozze tecniche generate da LLM

# AbstractMeta-Router di Supervisione UMOKWAI — Sistema a caricamento selettivo per la validazione delle bozze tecniche generate da LLMIl presente lavoro introduce il Meta-Router di Supervisione, un sistema operativo modulare a caricamento selettivo progettato per controllare le risposte prodotte dal Router Ontologico...

Marco Falsetti · 0 citations
#large language models Open access Sep 2026

Meta-Router di Supervisione UMOKWAI — Sistema a caricamento selettivo per la validazione delle bozze tecniche generate da LLM

# AbstractMeta-Router di Supervisione UMOKWAI — Sistema a caricamento selettivo per la validazione delle bozze tecniche generate da LLMIl presente lavoro introduce il Meta-Router di Supervisione, un sistema operativo modulare a caricamento selettivo progettato per controllare le risposte prodotte dal Router Ontologico...

Marco Falsetti · 0 citations
#large language models Book Open access Sep 2026

UMOKWAI Supervision Meta-Router — Selective-loading system for the validation of LLM-generated technical drafts

UMOKWAI Supervision Meta-Router — Selective-loading system for the validation of LLM-generated technical draftsThis work introduces the Supervision Meta-Router, a modular selective-loading operational system designed to review the responses produced by the UMOKWAI Ontological Router. The Meta-Router rests on two non-ne...

Marco Falsetti · 0 citations
#large language models Book Open access Sep 2026

UMOKWAI Supervision Meta-Router — Selective-loading system for the validation of LLM-generated technical drafts

UMOKWAI Supervision Meta-Router — Selective-loading system for the validation of LLM-generated technical draftsThis work introduces the Supervision Meta-Router, a modular selective-loading operational system designed to review the responses produced by the UMOKWAI Ontological Router. The Meta-Router rests on two non-ne...

Marco Falsetti · 0 citations
#artificial intelligence Open access Sep 2026

UMOSU-UMOKWAI Modular Ruleset – Selective-loading anti-hallucination operational system

Abstract UMOSU-UMOKWAI Modular Ruleset – Selective-loading anti-hallucination operational system This ruleset constitutes the operational implementation of the UMOSU/UMOKWAI model (Unified Model of Social Universe / Unified Model of Knowledge With AI). It translates the ontological and epistemic classification of reali...

Marco Falsetti · 0 citations
#artificial intelligence Open access Sep 2026

UMOSU/UMOKWAI — Foundational Phenomena and Domains of Complexity: What an AI Needs to Answer Reliably

AbstractUMOSU/UMOKWAI — Foundational Phenomena and Domains of Complexity: What an AI Needs to Answer Reliably**This deposit collects the first systematic, phenomenon-by-phenomenon analysis conducted within the UMOSU/UMOKWAI ontological and epistemic-operational model. The model classifies reality through six foundation...

Marco Falsetti · 0 citations

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