Let me be brutally honest with you. I've seen teams demo AI agents that look incredible — smooth responses, beautiful UI, stakeholders impressed. Then that same team ships to production and spends the next three weeks firefighting hallucinations they could have caught in testing. The problem isn't the AI. The problem is nobody evaluated it properly. Not because they didn't want to. Because the ex…
Evaluation vs Valuation: The Critical Difference Every Investor Should Know In the world of investing, two words often appear side by side : evaluation and valuation. They sound similar, but mixing them up can cost investors serious money. Picture this: You’re assessing two promising startups. One has an inspiring founder, a loyal customer base, and […]
ADeLe, a new evaluation method, explains what AI systems are good at—and where they’re likely to fail. By breaking tasks into ability-based requirements, it has the potential to provide a clearer way to evaluate and predict AI model performance. The post Predicting and explaining AI model performance: A new approach to evaluation appeared first on Microsoft Research .
