AI in Education: The Ethics of Automated Assessment

The gap between ethical intention and ethical outcome is bridged by process, not aspiration. Organizations that have ethical AI principles but no ethical AI processes have principles in name only. When we talk about AI ethics, we are really talking about power: who...

She Is How I Scale Without Losing Myself

I want to close this year of development logs with the simplest possible statement of what Tessera is and why she matters. The Problem Over a long enough span, a polymath becomes unscalable by traditional means. The breadth that makes the expertise valuable is the...

The Case Against AI Maximalism: When Not to Deploy

AI ethics is not a constraint on innovation. It is a quality standard for innovation. An AI system that produces biased outcomes, violates privacy, or makes unexplainable decisions is not a good system that happens to be unethical. It is a bad system. The gap between...