7 papers · 1 filter
Human-AI Agent Interaction as a Neuroplastic Training Environment
Eranga Bandara, Ross Gore, Asanga Gunaratna +17
Interaction with AI agents has become one of the most frequent activities of everyday digital life. Whether conversing with an assistant, working with a coding copilot, or generati…
Towards an Agent-First Web: Redesigning the Web for AI Agents
Eranga Bandara, Ross Gore, Ravi Mukkamala +18
The World Wide Web was built on an assumption held for three decades: the primary consumer of web content is a human being. This permeates every layer; its access model presumes hu…
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…
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…
Proof-of-TBI -- Fine-Tuned Vision Language Model Consortium and OpenAI-o3 Reasoning LLM-Based Medical Diagnosis Support System for Mild Traumatic Brain Injury (TBI) Prediction
Ross Gore, Eranga Bandara, Sachin Shetty +10
Mild Traumatic Brain Injury (TBI) detection presents significant challenges due to the subtle and often ambiguous presentation of symptoms in medical imaging, making accurate diagn…