From the 1 of 7 linked papers with an AI index.
7 papers
Human-AI Agent Interaction as a Neuroplastic Training Environment
Eranga Bandara, Ross Gore, Asanga Gunaratna +17
The paper treats everyday human‑AI interaction as a neuroplastic training environment and proposes a framework where users observe their reactive patterns during the interaction lo…
MindGap: A Conversational AI Framework for Upstream Neuroplastic Intervention in Post-Traumatic Stress Disorder
Eranga Bandara, Ross Gore, Asanga Gunaratna +16
Post-Traumatic Stress Disorder (PTSD) is fundamentally a neuroplastic problem traumatic contact events encode over-reactive neural pathways through Hebbian long-term potentiation,…
Polynomial Resource Classification of Quantum Circuit Familes via Classical Shadows
Andrew Maciejunes, Ross Gore, Sachin Shetty +1
We compare four polynomial-resource measurement strategies, (I) -basis-only, (II) nearest-neighbor (NN), (III) multi-basis (, , ), and (IV) classical shadows, for…
Think Before You Act -- A Neurocognitive Governance Model for Autonomous AI Agents
Eranga Bandara, Ross Gore, Asanga Gunaratna +12
The rapid deployment of autonomous AI agents across enterprise, healthcare, and safety-critical environments has created a fundamental governance gap. Existing approaches, runtime…
Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support
Eranga Bandara, Asanga Gunaratna, Ross Gore +9
Privacy represents one of the most critical yet underaddressed barriers to AI adoption in mental healthcare -- particularly in high-sensitivity operational environments such as mil…
Quantum-Augmented AI/ML for O-RAN: Hierarchical Threat Detection with Synergistic Intelligence and Interpretability (Technical Report)
Tan Le, Van Le, Sachin Shetty
Open Radio Access Networks (O-RAN) enhance modularity and telemetry granularity but also widen the cybersecurity attack surface across disaggregated control, user and management pl…