explainability
Artificial Intelligence
AI Auditing: Ensuring Performance and Accuracy in Generative Models
In recent times, the world has witnessed the unprecedented rise of Artificial Intelligence (AI), which has transformed quite a few sectors and reshaped our on a regular basis lives. Amongst probably the most transformative...
Artificial Intelligence
The Necessity of a Gradient of Explainability in AI
An excessive amount of detail might be overwhelming, yet insufficient detail might be misleading.“Any sufficiently advanced technology is indistinguishable from magic” — Arthur C. ClarkeWith the advances in self-driving cars, computer vision, and more...
Artificial Intelligence
Araucana XAI: Local Explainability With Decision Trees for Healthcare
Introducing a recent model-agnostic, post hoc XAI approach based on CART to supply local explanations improving the transparency of AI-assisted decision making in healthcareWithin the realm of artificial intelligence, there may be a growing...
Artificial Intelligence
MIT professor to Congress: “We’re at an inflection point” with AI
Government mustn't “abdicate” its responsibilities and leave the long run path of...
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