The Active Learning Loop: How Real-World Testing Accelerates Model Improvement

The fastest way to improve an AI model isn't more data — it's the right data. Active learning loops connect real-world model testing to targeted data collection, so every batch of new training data addresses the model's actual weaknesses. Here's how to build one.