Future Focus | The AI Trust Crisis in Education: Why Portfolios Are Becoming the New Proof of Learning | Week of June 8, 2026

As AI transforms both classrooms and the workplace, educators face a growing crisis of trust. In this episode, Dr. Sabba Quidwai explores why AI detection tools are creating unintended harm, how surveillance is replacing meaningful assessment, and why portfolios, not policing offer a more human-centered way to prepare students for an AI-driven future. Timestamps 00:00 – The Mirror Test & The Trust…