Human-centered
The best AI does not erase people. It sharpens judgment, extends creativity, and returns time for higher-value work instead of surrendering agency to the system.
Principles
AI deserves attention because it is useful, strange, and powerful. It also deserves discipline because it can shape decisions, work, culture, and trust.
The best AI does not erase people. It sharpens judgment, extends creativity, and returns time for higher-value work instead of surrendering agency to the system.
Systems that shape decisions should be measurable, documented, and open to scrutiny when stakes are real.
AI should reflect many languages, disciplines, and cultures, not only the assumptions of a narrow slice of the world.