#llm agents
Llm Agents: 14 AI articles covering llm agents news, analysis, and research
Articles
Silent Failures in Agent-Tool Interaction: An Audit of ToolUniverse⭐8
An audit of ToolUniverse finds 91 silent failures in agent-tool interaction, where successful tool calls return incomplete data, skewing to API and wrapper laye...
Recognition, Simulation, and Refusal: A Contamination-Aware⭐9
PsyAgentBench separates genuine psychological biases in LLM agents from contamination-driven imitation, testing Asch conformity, anchoring, and more across 41,9...
Your Agent Aced the Task. Will It Do It Again? | ALTK-Evolve and⭐10
ALTK-Evolve tackles the consistency problem in enterprise AI agents, explaining why they fail on repeat runs and how to make them dependable.
Subagents vs. Agent Skills: How to Execute Reusable Knowledge⭐8
Subagent execution outperforms loading agent skills into context for long-horizon tasks. New arXiv research shows how organizing reusable knowledge as subagents...
DS-Lighting: Making Agent Harnesses Explicit for Data-Science⭐8
DS-Lighting introduces an explicit agent harness with reusable layers for data-science automation, improving reproducibility, comparability, and reliability acr...
Google AI Introduces EnvHarness: A Programmable Layer Turning⭐7
Google's EnvHarness adapts agent training environments dynamically, boosting performance by up to 9 points with 9.8% fewer steps.
Webwright: Why AI Web Agents Should Write Code, Not Click⭐9
Web AI agents fail at multi-step tasks. New approach: write code instead of clicking, for durable, reusable automation.
Effective Project Management in the Age of AI⭐10
Discover how LLMs reshape project management, shifting engineers from coding to prompt orchestration, testing, and strategic oversight.
Backtrader-Bench: Benchmarking LLM Agents on Algorithmic Trading⭐9
Benchmarking LLM agents in algorithmic trading with Backtrader-Bench: tool-augmented models hit 90% accuracy, outpacing no-tool baselines by 17 points.
Using Agents as Tools: The Agent-as-a-Tool Pattern with OpenAI⭐10
Learn how to use the agent-as-a-tool pattern with OpenAI Agents SDK, enabling a manager agent to delegate tasks to specialist agents for complex workflows.