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AI agents powered by large language models are evolving from isolated assistants into heterogeneous systems in which multiple agents, planners, contro…
Source：arXiv cs.AI
Financial scams targeting older adults increasingly occur through text and voice channels such as email, SMS, and phone calls, unfolding over multiple…
Source：arXiv cs.AI
Multimodal GUI agents have emerged as a promising paradigm for digital task automation, yet transitioning from benchmark-oriented models to dependable…
Source：arXiv cs.AI
Machine unlearning studies the removal of knowledge from an AI model, making the system forget a concept it previously learned. Despite rapid progress…
Source：arXiv cs.AI
World models enable language-model agents to predict environment dynamics and plan before acting. In text environments, the model must learn symbolic …
Source：arXiv cs.AI
Prediction error is widely used to evaluate nuisance-function estimators in causal inference, but its relationship with causal estimator performance m…
Source：arXiv cs.AI
This paper studies a finite-horizon multi-item capacitated lot-sizing problem in which demand quantities are deterministic, while demand-arrival perio…
Source：arXiv cs.AI
Long-horizon tasks remain uncommon in large language model (LLM) evaluation, and for a reason: when each step depends on the last, per-step accuracy t…
Source：arXiv cs.AI
Computer science papers rely heavily on diagrams: architecture drawings, system flowcharts, and pipeline schematics that often carry more information …
Source：arXiv cs.AI
Mathematical communities work with different objects, invariants, and tools, so transferring a problem across them is expensive and often skipped. We …
Source：arXiv cs.AI
Recent advancements in AI are helping scientists achieve breakthroughs in fields such as mathematics, medicine, and materials sciences. New evaluation…
Source：arXiv cs.AI
Large language model (LLM) agents are increasingly embedded in scientific workflows for literature analysis, drafting, and review. Existing systems ad…
Source：arXiv cs.AI