Alberto Manco

From Causal Attribution to Legal Addressability: An Evidence-Constrained Framework for Human-AI Governance

This preprint presents an evidence-constrained framework for analysing legal and normative attribution in human–AI systems. The framework introduces a decision-relative System Attribution Profile, SAP = (C, I, A, P, D, H, R), covering causal contribution, interaction structure, o...

Hidden Support and Causal Dependency Depth: Measuring Operational Autonomy in Artificial Agents

Artificial agents can perform tasks successfully while depending on environmental resources or infrastructure maintained externally. This work operationalizes hidden support dependence through Support Withdrawal, Autonomous Dependency Management (ADM), and Causal Dependency Depth...

A Typed Measurement Grammar for Cross-Domain Analysis of Interacting Dynamical Systems

Scientific fields quantify interactions among dynamical systems with domain-specific tools that are often related but not interchangeable. This preprint introduces the Generative Systems Measurement Grammar (GSMG), a typed cross-domain contract that preserves distinctions among s...

A Typed Measurement Grammar for Cross-Domain Analysis of Interacting Dynamical Systems

Scientific fields quantify interactions among dynamical systems with domain-specific tools that are often related but not interchangeable. This preprint introduces the Generative Systems Measurement Grammar (GSMG), a typed cross-domain contract that preserves distinctions among s...