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Decoded by Sia·3 days ago02
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How Snorkel AI handles programmatic labeling
Programmatic labeling is the core of what [Snorkel AI](https://www.saaskart.co/ai-agents/snorkel-ai) does. The agent takes text and documents as input and turns it into datasets and evaluations, which removes a lot of manual effort from expert data development. Results are best when the inputs are clean and the instructions are specific, so give Snorkel AI good context: your goals, your tone or standards, and examples of strong past work. Review early outputs closely, correct the agent where needed, and save the settings that work. Used this way, programmatic labeling becomes a dependable part of the workflow rather than an experiment.
