Ep. 5 | The Efficiency Trap: Ethics, Bias, and the "Black Box"
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Ep. 5 | The Efficiency Trap: Ethics, Bias, and the "Black Box"
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Can math be prejudiced? Host Abhishek Roy explores why trading human intuition for machine "efficiency" often has a hidden shadow. This episode journeys through the ethical dilemmas of the COMPAS algorithm, the "Quality-Adjusted Life Year" (QALY) metric in healthcare, and the cultural nuances of MIT’s Moral Machine experiment.
Abhishek proposes a four-phase systemic plan to re-engineer AI—from pre-training audits to the "Human Circuit Breaker". If you value fairness over a fast answer, this episode is for you.
Key Mentions:
Safiya Noble: Algorithms of Oppression.
Philosophy: Jeremy Bentham, John Stuart Mill, and Immanuel Kant.
Frameworks: EU AI Act & White House Blueprint for an AI Bill of Rights.
Next Time: We explore the "Death of the Smartphone" and the evolution of the internet you live inside of.
Subscribe & Share: If this journey sparked your curiosity, share it with a friend who cares about the future of fair tech.