Agents using LLMs

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Preregistration for Experiments with AI Agents

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Evaluate Clinical ASR Models Faster with Agent Skills and NVIDIA Nemotron Speech

 🧠Large Language Models (LLMs)  Content type: News  Content type: Blog
developer.nvidia.com·

Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems

 🔧Systems-level optimizations for LLM serving  Content type: Academic
arxiv.org·

FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents

 Real-time AI Systems  Content type: Academic
arxiv.org·

Declarative Skills for AI Agents in Knowledge-Grounded Tool-Use Workflows

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production

 💬Prompt optimizations for LLM serving  Content type: Academic
arxiv.org·

Building Customer Support AI Agents at 100M-User Scale: An Evaluation-Driven Framework

 📊AI Performance Profiling  Content type: Academic
arxiv.org·

A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Entropy-Based Evaluation of AI Agents: A Lightweight Framework for Measuring Behavioral Patterns

 🧠Large Language Models (LLMs)  Content type: Academic
arxiv.org·

AgentTrust: A Self-Improving Trust Layer for AI-Agent Actions

 🔍Retrieval-augmented generation  Content type: Academic
arxiv.org·

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task

 Real-time AI Systems  Content type: Academic
arxiv.org·

Bootstrapped Monitoring: Leveraging Transparent Reasoning to Oversee Stronger AI Agents

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Agent Economics: An Entropy-Controlled Pluralistic Alignment Framework for Preventing Artificial Hivemind in Autonomous Agents

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

Beyond Similarity: Trustworthy Memory Search for Personal AI Agents

 📊AI Performance Profiling  Content type: Academic
arxiv.org·

Can AI Agents Synthesize Scientific Conclusions?

 📊AI Performance Profiling  Content type: Academic
arxiv.org·

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents

 🌐Distributed LLM Systems  Content type: Academic
arxiv.org·

From Agent Identity to Agent Economy: Measuring the Operational Readiness of ERC-8004 AI Agents

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

How AI Agents Reshape Knowledge Work: Autonomy, Efficiency, and Scope

 Real-time AI Systems  Content type: Academic
arxiv.org·

Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems

 ⚙️AI Infrastructure Automation  Content type: Academic
arxiv.org·

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