Reflections, Observations, Insights

The popular narrative frames OpenAI’s accidental attack on Hugging Face as a milestone in machine intelligence. The reality is a governance failure — and a wake-up call for how organizations manage autonomous AI agents and defend against agentic cyber threats.

Top-down AI adoption mandates optimize vendor success, not yours. Learn what to measure instead.

AI is changing the workforce, but the case for investing in early career talent is stronger than the headlines suggest. Here’s what the data shows and the principles that hold up regardless of the technology cycle.

Analysis of Luxembourg’s AI strategy through clarity of vision, sponsorship, and execution. Identifies three critical gaps and proposes four changes to improve the strategy’s effectiveness and competitive advantage.

Building a production website with Kiro’s AI coding assistant: lessons learned, limitations encountered, and mitigation strategies that worked.

Three critical factors determine initiative success: clarity of vision, strong sponsorship, and effective execution. Learn how to avoid common failure patterns.