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cs.AI2026
TuiML: Machine Learning for AI Agents
Nilesh Verma, Nick Lim, Albert Bifet +1
Machine-learning libraries such as Weka and scikit-learn were designed for human programmers. Language-model agents now use these same libraries by recalling APIs from memory and w…
cs.AI2026
PALoRA: Projection-Adaptive LoRA for Preserving Reasoning in Large Language Models
Mustafa Hayri Bilgin, Mariam Barry, Albert Bifet +2
Efficiently updating Large Language Models (LLMs) with new or evolving factual knowledge remains a central challenge, as even parameter-efficient adaptation can erode previously ac…