BayJarvis: Blogs on machine-learning

paper SCOPE: Self-Evolving Prompts Transform AI Agents from Static Executors to Adaptive Learners - 2026-01-04

Paper: SCOPE: Prompt Evolution for Enhancing Agent Effectiveness Authors: Zehua Pei, Hui-Ling Zhen, Shixiong Kai, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu Affiliations: The Chinese University of Hong Kong, Huawei Noah's Ark Lab Code: GitHub Repository

paper PiFi: Bridging the Gap Between Small and Large Language Models - A Comprehensive Review - 2025-06-11

Paper: Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models Authors: Kyeonghyun Kim¹, Jinhee Jang¹, Juhwan Choi²†, Yoonji Lee¹, Kyohoon Jin³†, YoungBin Kim¹ Affiliations: ¹Chung-Ang University, ²AITRICS, ³DATUMO Published:* June 9, 2025 …