From the 1 of 6 linked papers with an AI index.
6 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,…
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…
Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments
Atmaram Yarlagadda, Eranga Bandara, Ross Gore +8
Modern military operations expose soldiers to sustained psychological stress, leading to acute reactions, post-traumatic stress symptoms, and other mental health issues. Although t…
Standardization of Psychiatric Diagnoses -- Role of Fine-tuned LLM Consortium and OpenAI-gpt-oss Reasoning LLM Enabled Decision Support System
Eranga Bandara, Ross Gore, Atmaram Yarlagadda +4
The diagnosis of most mental disorders, including psychiatric evaluations, primarily depends on dialogues between psychiatrists and patients. This subjective process can lead to va…