Interview and speaking topics - Sovereign AI as capability under control. - AI‑First enterprise transformation. - Frontier AI strategy and institutional readiness. - Autonomous agents, proof-bound machine work, validators, nodes, evidence, and memory. - AI security, governance, assurance, and public trust. - Public intelligence, AI Debate, and Québec’s AI ecosystem. - The future of machine work, agentic infrastructure, and strategic value creation.