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Author

Giovanni Pilato

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Jul 2026

Toward Tool-Augmented Semantic Computing: Integrating Large Language Models with Data Grounding and Optimization for Real-World Problem Solving

This paper proposes a framework for tool-augmented semantic computing, in which LLMs are combined with external data sources and specialized algorithmic components, and demonstrates how tasks such as point-of-interest selection, coordinate retrieval, and route optimization can be decomposed into modular processing step...

Florian Schimanke, Maren Schnieder, R. Mertens et al. · 0 citations
Aug 2026

Bridging the Trust Gap: A Hybrid Intuitive-Rational Architecture for Certified University Assistants

A proof-of-concept neuro-symbolic architecture for “certified” academic advising that shows how an LLM-based university assistant can be connected to an auditable and reproducible symbolic layer, while preserving a clear separation between linguistic interaction and formal regulatory reasoning.

Giovanni Pilato, Mustafa Sert · 0 citations

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