Definition
ISO 42001
International standard for AI management systems. The certification founders can pursue to signal trustworthy AI operations to enterprise clients and regulators.
From the episode “Your Vibe Code Just Handed Hackers Your Database - Punit Bhatia, Founder of Fit4Privacy”Hear it on the podcast1 episode
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Related terms in AI Fundamentals
Intelligence boundaryTarun's term for the undefined line between the data you hand a model and the understanding that model derives from it.Intelligence layerThe analysis and decision-support layer built on top of the knowledge layer.InterpretabilityHow well people can understand why an AI model produced a particular decision or output.Intersectional BiasDiscriminatory model behavior that appears when demographic groups are combined — for example, a model that performs well for Black men and well for women, but poorly for Black women specifically. Requires testing at the intersection, not just the individual attribute level.Jungian Archetypes in AI DesignThe application of Carl Jung's psychological archetype framework to AI persona design. Jung identified universal character patterns - the Hero, the Caregiver, the Sage, the Trickster, and others - that appear across cultures and resonate at a deep psychological level because they reflect fundamental human experiences and needs. When applied to AI, these archetypes create personas that feel immediately familiar and emotionally coherent. Commitify's Drill Sergeant maps to the Hero/Warrior, the Zen Master to the Sage, the Slay Bestie to a modern Trickster/Companion archetype. The framework provides a rigorous basis for persona differentiation beyond surface-level tone.k-NN (k-Nearest Neighbors)A simple algorithm that classifies something by looking at the k most similar examples it already knows.Knowledge baseA stored, structured collection of information an AI can draw on when answering questions or making judgments.Knowledge graphA database that stores information as a network of entities and the relationships between them.