Status: Active research
Responsible AI
Human accountability, governance, safety boundaries, community impact, responsible data use and evidence-backed claims.
Programmes in this area
- Status: ExploringAuslan and Multimodal Accessibility
Early-stage, community-informed exploration of camera-based Auslan recognition as multimodal representation — not gesture classification, not interpreter replacement.
- Status: Active researchGoverned Agent Systems
A single controlled execution boundary for AI agents, with human approval for irreversible actions and policy-based access to tools.
- Status: Active researchEvidence and Workstate
Store-untrusting, fail-closed design where verdicts are captured as evidence, contracts are pinned, and work state is replayable and tamper-evident.
- Status: Active researchPrivacy-Preserving AI Pipelines
Sensitive-data detection, redaction and transformation with data-residency controls and residual-risk evaluation before controlled model access.