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20242026
most citedImproving Uncertainty Sampling with Bell Curve Weight Function

2 citations · 2 across the 8 of their papers we have counts for

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cs.AI2026

Inheritance as an Admission Test for LLM Prompt Merge Operators

Zan-Kai Chong, Hiroyuki Ohsaki, Bryan Ng

Large language model (LLM) agents are often improved by iterating until a fixed verifier is done. Once that verifier saturates, the loop has nothing left to climb. We instead score…

cs.AI2026

Compiling Deterministic Structure into SLM Harnesses

Zan Kai Chong, Hiroyuki Ohsaki, Bryan Ng

Enterprise SLM deployment faces epistemic asymmetry: small models cannot self-correct reasoning errors, while frontier LLMs incur prohibitive costs and data sovereignty risks at sc…