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Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models

arXiv:2510.01304v1 Announce Type: cross Abstract: Although current large Vision-Language Models (VLMs) have advanced in multimodal...

Agentic Context Engineering (ACE): Self-Improving LLMs via Evolving Contexts, Not Fine-Tuning

TL;DR: A team of researchers from Stanford University, SambaNova Systems and UC Berkeley introduce ACE...

Agentic commerce runs on truth and context

Imagine telling a digital agent, “Use my points and book a family trip to Italy...

AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production

arXiv:2509.14647v1 Announce Type: cross Abstract: With the growing adoption of Large Language Models (LLMs) in...

AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection

arXiv:2508.01249v1 Announce Type: cross Abstract: Large Language Model (LLM) agents offer a powerful new paradigm...

Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning

arXiv:2507.16802v2 Announce Type: replace Abstract: Large Language Models (LLMs) exhibit considerable promise in financial applications;...

Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning

arXiv:2601.03641v3 Announce Type: replace Abstract: Large Language Model (LLM)-based agents significantly extend the utility of...

Agent-based computing is outgrowing the web as we know it

AI agents are moving from passive assistants to active participants. Today, we ask them to...

Agent Learning via Early Experience

arXiv:2510.08558v2 Announce Type: replace-cross Abstract: A long-term goal of language agents is to learn and...

AfriEconQA: A Benchmark Dataset for African Economic Analysis based on World Bank Reports

arXiv:2601.15297v2 Announce Type: replace Abstract: We introduce AfriEconQA, a specialized benchmark dataset for African economic...

Afri-MCQA: Multimodal Cultural Question Answering for African Languages

arXiv:2601.05699v1 Announce Type: new Abstract: Africa is home to over one-third of the world’s languages...

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