output
20162026
most citedThe physics of higher-order interactions in complex systems

938 citations

Showing 2026Show all

17 papers · 1 filter

cs.SE20261 cited

Execution-bound advisory automation for agentic AI: a reproducible AIBOM-driven CSAF-VEX framework

Petar Radanliev, Omar Santos, Carsten Maple +1

A protocol driven framework is presented that binds SBOM and AIBOM artefacts to deterministic environment capture and structured runtime telemetry. Exploitability is computed from…

cs.LG2026

Reliability of Probabilistic Emulation of Physical Systems

Sam F. Greenbury, Radka Jersakova, Paolo Conti +4

Two dominant approaches have emerged for generating probabilistic forecasts of physical systems: generative models, such as diffusion or flow matching; and ensembles of determinist…

cs.SE20261 cited

Operationalising Artificial Intelligence Bills of Materials (AIBOMs) for Verifiable AI Provenance and Lifecycle Assurance

Petar Radanliev, Omar Santos, Carsten Maple +1

Artificial Intelligence (AI) systems are increasingly dependent on complex, multi-layered software supply chains that introduce challenges for reproducibility, transparency, and se…

cs.CL2026

Learning and Enforcing Context-Sensitive Control for LLMs

Mohammad Albinhassan, Pranava Madhyastha, Mark Law +1

Controlling the output of Large Language Models (LLMs) through context-sensitive constraints has emerged as a promising approach to overcome the limitations of Context-Free Grammar…

cs.AI20264 cited

Computational Hermeneutics: Evaluating generative AI as a cultural technology

Cody Kommers, Ruth Ahnert, Maria Antoniak +35

Generative AI systems are increasingly recognized as cultural technologies, yet current evaluation frameworks often treat culture as a variable to be measured rather than fundament…

cs.LG20261 cited

AI Generalisation Gap In Comorbid Sleep Disorder Staging

Saswata Bose, Suvadeep Maiti, Shivam Kumar Sharma +4

Accurate sleep staging is essential for diagnosing OSA and hypopnea in stroke patients. Although PSG is reliable, it is costly, labor-intensive, and manually scored. While deep lea…