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Agentic AI Security: Defending Against Prompt Injection and Tool Misuse
In this article, you will learn what prompt injection and tool misuse are in the...
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;...
Agent0: A Fully Autonomous AI Framework that Evolves High-Performing Agents without External Data through Multi-Step Co-Evolution
Large language models need huge human datasets, so what happens if the model must create...
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 or Workflow? A Practical Test for Knowing When You Actually Need an AI Agent
In this article, you will learn the key differences between AI workflows and agents, and...
Agent Learning via Early Experience
arXiv:2510.08558v2 Announce Type: replace-cross Abstract: A long-term goal of language agents is to learn and...
Agent confidence on the technical frontier
Enterprise investment in AI is booming. Gartner is calling 2026 an “inflection year” for organizations...
AgeLab research inspires an A I startup
When Don Yansen ’63 arrived at the MIT AgeLab for a study on technology in caregiving...
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...
