Autonomous agents, tool use, and agentic systems
A multi-institutional team based in China recently used AI to identify a key characteristic of compounds called catalysts that are used t...
![[2603.10030] The DMA Streaming Framework: Kernel-Level Buffer Orchestration for High-Performance AI Data Paths](https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
Abstract page for arXiv paper 2603.10030: The DMA Streaming Framework: Kernel-Level Buffer Orchestration for High-Performance AI Data Paths
Abstract page for arXiv paper 2506.12104: DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
Abstract page for arXiv paper 2603.25334: Agentic Trust Coordination for Federated Learning through Adaptive Thresholding and Autonomous ...
Abstract page for arXiv paper 2603.24639: Experiential Reflective Learning for Self-Improving LLM Agents
Abstract page for arXiv paper 2603.25097: ElephantBroker: A Knowledge-Grounded Cognitive Runtime for Trustworthy AI Agents
Abstract page for arXiv paper 2603.25001: Rethinking Failure Attribution in Multi-Agent Systems: A Multi-Perspective Benchmark and Evalua...
Abstract page for arXiv paper 2603.24943: FinMCP-Bench: Benchmarking LLM Agents for Real-World Financial Tool Use under the Model Context...
Abstract page for arXiv paper 2603.24856: SentinelAI: A Multi-Agent Framework for Structuring and Linking NG9-1-1 Emergency Incident Data
Abstract page for arXiv paper 2603.24768: Supervising Ralph Wiggum: Exploring a Metacognitive Co-Regulation Agentic AI Loop for Engineeri...
Abstract page for arXiv paper 2603.24747: Formal Semantics for Agentic Tool Protocols: A Process Calculus Approach
Abstract page for arXiv paper 2603.24736: AutoSAM: an Agentic Framework for Automating Input File Generation for the SAM Code with Multi-...
Abstract page for arXiv paper 2603.24676: When Is Collective Intelligence a Lottery? Multi-Agent Scaling Laws for Memetic Drift in LLMs
Abstract page for arXiv paper 2603.24621: ARC-AGI-3: A New Challenge for Frontier Agentic Intelligence
Quick insight from building retrieval infrastructure for AI agents: Most agents stuff 50,000 tokens of context into every prompt. They re...
Hello Agenters, I need a few folks who have their AI agent running with some users to test my build. I've build an observability + monito...
yo so i been grinding on AI agents for a while now and honestly the biggest pain is everyone reinventing the wheel with system prompts an...
quick share for folks who build stuff with AI agents we started this repo because setting up AI agent workflows from scratch every single...
Many company are trying to replace some job roles with AI . But i dont agree with that i dont think people need that , what do you think ...
Abstract page for arXiv paper 2502.03377: Energy-Efficient UAV-assisted LoRa Gateways: A Multi-Agent Optimization Approach
Abstract page for arXiv paper 2503.11488: Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Ne...
Abstract page for arXiv paper 2603.24481: Multi-Agent Reasoning with Consistency Verification Improves Uncertainty Calibration in Medical...
Abstract page for arXiv paper 2603.24477: Composer 2 Technical Report
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