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Tiziano Santilli

3 papers indexed

arxivcs.SEcs.AIcs.HC2026-07-20

Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods

Oliver Aleksander Larsen, Tiziano Santilli, Francesco Daghero, Mahyar T. Moghaddam

Cyber-physical systems built on deterministic edge inference, such as on-vehicle flood detection for agricultural fields, produce structured decision logs that must be interpreted differently by heterogeneous stakeholders. Pairing such systems with large language models (LLMs) to…

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arxivcs.SEcs.AIcs.DB2026-06-28

SAKE: Software Architectural Knowledge Evaluation Benchmark for Large Language Models

Tiziano Santilli, Francesco Daghero, Mayhar Tourchi Moghaddam

Large Language Models (LLMs) are increasingly used as assistants across the software development lifecycle, yet their ability to reason about software architecture remains largely unmeasured. Architectural decision-making depends on quality attribute trade-offs, design patterns,…

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arxivcs.HC2026-06-25

Continuous Behavioral Synthesis for Adaptive Health Dashboards: An LLM-Mediated Architecture Integrating Explicit Preference, Spatial Reorganization, and Attention Allocation Signals

Tiziano Santilli, Mina Alipour, Mahyar T. Moghaddam

The engineering of adaptive user interfaces has traditionally relied on either rule-based systems encoding designer intuitions about user needs or machine learning approaches requiring substantial historical data before achieving effective personalization. We present a technical…

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