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This article details the implementation of Laya, an open-source framework designed for zero-shot decision-making and model calibration using typed decisions and abstention gates. By leveraging real-world banking data, it provides developers with practical methods to enhance the reliability and control of autonomous AI agents without requiring extensive fine-tuning.

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A Developer’s Guide to Laya: Zero-Shot Decisions and Calibration

MarkTechPostOctober 7, 20261 min read

Explore a comprehensive coding guide to Laya, the open-source zero-shot decision engine. Learn how to implement typed decisions, fit custom temperatures, and build reliable abstention gates using real-world CLINC150 banking data. The post A Developer’s Guide to Laya: Zero-Shot Decisions and Calibration appeared first on MarkTechPost.

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