
Core Pillars
AI Trust & Verification
AI Trust & Verification
How do we verify AI outputs for accuracy, bias, safety, and compliance?
Topics:
- AI governance and auditability
- Model accountability and traceability
- “Show me the evidence”: proof of safety, not promises
- Aligning AI behaviour with policy, ethics, and regulation
Outcome: Defining what “trusted AI” means for enterprises, governments, and the public.
Blockchain, Proof & Audit Trails
Blockchain, Proof & Audit Trails
How do we prove where data came from, who touched it, and whether it was altered?
Topics:
- On-chain verification of AI decisions
- Decentralized identity and consent
- Regulatory-grade audit logs
- Transparency vs privacy
Outcome: Where blockchain stops being hype and starts being infrastructure for trust.
Robotics, Autonomy & Safety
Robotics, Autonomy & Safety
How do we trust the machines that act in the physical world?
Topics:
- Safety in human-robot collaboration
- Robotics in healthcare, logistics, defense, and care work
- Liability, compliance, and responsibility when autonomy fails
- “Kill switch”: control, override, and escalation
Outcome: Practical safety expectations for deploying autonomous systems in society.
XR, Presence & Human Experience
XR, Presence & Human Experience
What does “trust” mean in immersive environments?
Topics:
- Identity and authenticity (who are you speaking to, really?)
- Psychological safety and emotional manipulation in immersive spaces
- Children, education, and training in XR
- Data extraction from presence, gaze, biometrics, movement
Outcome: A shared baseline for ethical, responsible immersive experiences.
Technology & Society (Customers / Citizens / Businesses)
Technology & Society (Customers / Citizens / Businesses)
Who is impacted, who benefits, and who gets left out?
Topics:
- Regulatory pressure (EU AI Act, global AI policy, consumer protection)
- Workforce impact, displacement, and augmentation
- Inclusion, accessibility, and digital rights
- Brand trust: selling technology in a climate of skepticism
Outcome: A responsible adoption playbook for leadership teams.

















