Tag: shot
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Achieving 5x Agentic Coding Performance with Few-Shot Prompting
Achieving 5x Agentic Coding Performance with Few-Shot Prompting Learn to leverage few-shot prompting to increase your LLMs performance The post Achieving 5x Agentic Coding Performance with Few-Shot Prompting appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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CAOS: Conformal Aggregation of One-Shot Predictors
CAOS: Conformal Aggregation of One-Shot Predictors arXiv:2601.05219v1 Announce Type: new Abstract: One-shot prediction enables rapid adaptation of pretrained foundation models to new tasks using only one labeled example, but lacks principled uncertainty quantification. While conformal prediction provides finite-sample coverage guarantees, standard split conformal methods are inefficient in the one-shot setting due to data splitting and…