Unverified50% confidenceFactExact time
DSPy has built-in optimizers (such as BootstrapFewShot and MIPRO) that can automatically search for better few-shot examples or instruction phrasing based on evaluation metrics.
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50%
Confidence
Long-term
Relevance
9/30/2026
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UnverifiedDSpec通过引入微小的记忆头保持多步猜测的语义连贯性，并引入动态调度器只挑选值得检查的猜测进行验证72% similarUnverifiedMIPRO (Multi-prompt Instruction PRoposal Optimizer) generates candidate prompt variants at the instruction level and finds the optimal combination through Bayesian search70% similarUnverified标注歧义性对应机器学习中的贝叶斯最优误差率概念，可通过让多名标注者独立标注并计算标注者间Dice系数来估算性能天花板66% similarUnverifiedAlgorithm implementations of curiosity-driven exploration include ICM (defining novelty through prediction model error), RND (using a random neural network as a novelty detector), and count-based methods (maintaining a state visitation count).65% similar
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