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Posts

Black box AI Models: to Explain or not to Explain?

Explainable AI (XAI) provides additional information about machine learning models. This information is inherently imperfect and typically reflects correlations ...

July 21, 2026

How to Develop Evals to Develop LLM Agents: A Pragmatic 9-Step…

Evals (short for evaluations) are systematic ways to measure an LLM agent’s performance against defined criteria. They play a role similar to software tests: they make…

July 21, 2026

Fairness in AI is harder than it looks

AI systems increasingly influence decisions in healthcare, hiring, lending, insurance, education, and criminal justice. Ensuring that these systems behave fairly across…

July 21, 2026