TL;DR
An overview of knowledge-based reasoning systems as a subset of rule-based systems as a subset of rule-based systems is provided.
An innovative High-Level Reasoner (HLR) decision support architecture for aircraft systems that provides a reusable framework for extension across aircraft systems and wider IVHM applications and serves as an enabling technology that advances beyond existing diagnostics and prognostics solutions for asset utilisation.
Eluna is a graph-guided, multi-agent framework that encodes SOPs as directed acyclic graphs with progressive disclosure and delegates independent tasks to parallel sub-agents, each with persistent code execution and live data access.
This talk presents Orbital, a grounded multi-agent system for decision support in industrial operations that moves beyond prediction toward interpretable decision support: detecting abnormal behaviour, retrieving relevant historical events, explaining likely root causes, and grounding recommendations in both data and e...
By foregrounding decision intelligence in complex systems, Enactive AI expands the frontier of AI from model capability to system-aware action, opening new possibilities for scalable, governable, and socially valuable AI deployment.
A safety-gated evaluation framework in which a trajectory succeeds only when all task goals are achieved without violating any hard safety constraint, while safe goal progress and trajectory safety are measured separately is established.
Introducing Relay-Bench, an unsaturated, holistic, text-only benchmark that measures LLMs'ability to complete an assortment of tasks from distinct domains in a single prompt. The leading model, GPT-5.5 (xHigh), scores 43.3%. The test set entirely consists of composite problems: groups of single-domain subproblems that...
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