Microsoft CEO Nadella argues learning loops beat picking the best AI model. Here's what a learning loop is, why it builds a moat, and where OpenAI and others disagree.

When Microsoft CEO Satya Nadella recently remarked that AI giants are "eating the economy," he was describing a structural ...

Microsoft’s CEO argues that the future of enterprise AI is not the model, it’s the learning loop. The most important idea in ...

Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models. Machine learning models are often far from perfect. When ...

Looped language model training cannot control hidden-state norm growth because RMSNorm normalizes scale away before the loss ...

Now that machine learning is becoming more and more mainstream, some design patterns are starting to emerge. As the CEO of CrowdFlower, I’ve worked with many companies building machine learning ...

Satya Nadella is making the case that the next phase of enterprise AI will not be won by the company with the highest-scoring model on a public leaderboard.

Rather than relying on a single foundation model, he said companies should build “agentic systems” that retain and improve institutional knowledge while also allowing organisations to replace the ...