Go very far very quickly
Market Adoption
- Thinking Models
- MCP for Integration (Anthropic)
- AI Agents
- Human in the loop
- Human on the loop
- Human out of the loop
Guardrails – Intervention systems
Vulnerability Detection
Scaling Responsible AI Noelle Russell
It’s like vegetables to kids
You will definitely be leading machines
Leadership, Ethical Foundation, AI Strategy and Governance, Design with Inclusivity
Security, Accuracy, Trust
Scaling Responible AI
WHo let the dogs out
- App Layer
- Model Layer
- Cloud Layer – the house always wins layer
- Data Center Layer
- Energy Layer
Qualification for what success looks like. What good looks like. Good is the enemy of perfect. Show vs Tell.
Be a doer not a talker.
Start right go left