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Subjective annotations like judging helpfulness or tone are at the heart of RLHF and LLM alignment. In this blog we discuss practical strategies from real-world projects to help AI teams turn opinion-driven tasks into reliable training data at scale.

AI and ML are reshaping manufacturing, from predictive maintenance and defect detection to automated quality control. Discover how computer vision and smart data strategies are setting new benchmarks for speed, precision, and reliability on the factory floor.

Most AI teams obsess over models, but real breakthroughs come from better data. In this post we talk about how shifting to a data-centric approach can unlock faster development, higher accuracy, and smarter, more reliable AI systems.