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Probable Stabilization Theory - A Valence Inspired Controller for Efficient Hallucination Mitigation in LLMs

This study introduces a risk-gated anchored prompting strategy — a valence-inspired controller that dynamically decides when and how strongly to ground a large language model (LLM) with retrieved context (“anchors”). We map the anchor-budget vs. hallucination curve and show it follows a reproducible U-shape: too-weak anchoring leads to high entropy ...
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Four unsolved problems in stability and optimal control theory of stochastic systems

Academia Letters, 2021
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Cancer statistics, 2013

Ca-A Cancer Journal for Clinicians, 2013
Ahmedin Jemal
exaly

Mailed fecal immunochemical test outreach for colorectal cancer screening: Summary of a Centers for Disease Control and Prevention–sponsored Summit

Ca-A Cancer Journal for Clinicians, 2020
Samir Gupta, Gloria D Coronado, Alison T Brenner +2 more
exaly

Liapunov functions and stability in control theory

2001
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Cancer treatment and survivorship statistics, 2019

Ca-A Cancer Journal for Clinicians, 2019
Kimberly D Miller, Leticia Nogueira, Angela B Mariotto +2 more
exaly

MODEL OF MOTION STABILITY IN THE DEVELOPMENT OF DYNAMIC CONTROL THEORY OF SHIPS

Transport Business of Russia, 2023
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