AI Agents

AWS just gave AI agents their own wallets. Your agent can now pay for itself.

This dropped 4 days ago and I haven't seen enough people talking about it. AWS launched Amazon Bedrock AgentCore Payments in partnership ...

Are Enterprises Using AI in the Wrong Places?

Most enterprise AI discussions still revolve around one question: But I’m starting to think that may be the wrong question entirely. The ...

The barista is human but an AI agent runs this experimental Swedish cafe

[2605.06737] A Self-Healing Framework for Reliable LLM-Based Autonomous Agents

Abstract page for arXiv paper 2605.06737: A Self-Healing Framework for Reliable LLM-Based Autonomous Agents

[2605.06717] Agentic Coding Needs Proactivity, Not Just Autonomy

Abstract page for arXiv paper 2605.06717: Agentic Coding Needs Proactivity, Not Just Autonomy

[2605.06713] Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Priorities for Enterprises and the Mittelstand

Abstract page for arXiv paper 2605.06713: Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Pr...

[2605.07935] TraceFix: Repairing Agent Coordination Protocols with TLA+ Counterexamples

Abstract page for arXiv paper 2605.07935: TraceFix: Repairing Agent Coordination Protocols with TLA+ Counterexamples

[2605.07744] Alternating Target-Path Planning for Scalable Multi-Agent Coordination

Abstract page for arXiv paper 2605.07744: Alternating Target-Path Planning for Scalable Multi-Agent Coordination

[2605.07703] Finite-Time Analysis of MCTS in Continuous POMDP Planning

Abstract page for arXiv paper 2605.07703: Finite-Time Analysis of MCTS in Continuous POMDP Planning

[2605.07692] GASim: A Graph-Accelerated Hybrid Framework for Social Simulation

Abstract page for arXiv paper 2605.07692: GASim: A Graph-Accelerated Hybrid Framework for Social Simulation

[2605.07339] Tools as Continuous Flow for Evolving Agentic Reasoning

Abstract page for arXiv paper 2605.07339: Tools as Continuous Flow for Evolving Agentic Reasoning

[2605.07301] SOM: Structured Opponent Modeling for LLM-based Agents via Structural Causal Model

Abstract page for arXiv paper 2605.07301: SOM: Structured Opponent Modeling for LLM-based Agents via Structural Causal Model

[2605.07276] Signal Reshaping for GRPO in Weak-Feedback Agentic Code Repair

Abstract page for arXiv paper 2605.07276: Signal Reshaping for GRPO in Weak-Feedback Agentic Code Repair

[2605.07247] EnvSimBench: A Benchmark for Evaluating and Improving LLM-Based Environment Simulation

Abstract page for arXiv paper 2605.07247: EnvSimBench: A Benchmark for Evaluating and Improving LLM-Based Environment Simulation

[2605.07251] Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning

Abstract page for arXiv paper 2605.07251: Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning

[2605.07242] MEMOREPAIR: Barrier-First Cascade Repair in Agentic Memory

Abstract page for arXiv paper 2605.07242: MEMOREPAIR: Barrier-First Cascade Repair in Agentic Memory

[2605.07214] HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization

Abstract page for arXiv paper 2605.07214: HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization

[2605.07161] SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios

Abstract page for arXiv paper 2605.07161: SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios

[2605.07112] Switchcraft: AI Model Router for Agentic Tool Calling

Abstract page for arXiv paper 2605.07112: Switchcraft: AI Model Router for Agentic Tool Calling

[2605.07103] ARMOR: An Agentic Framework for Reaction Feasibility Prediction via Adaptive Utility-aware Multi-tool Reasoning

Abstract page for arXiv paper 2605.07103: ARMOR: An Agentic Framework for Reaction Feasibility Prediction via Adaptive Utility-aware Mult...

[2605.06898] Self-Programmed Execution for Language-Model Agents

Abstract page for arXiv paper 2605.06898: Self-Programmed Execution for Language-Model Agents

[2605.06890] Beyond the Black Box: Interpretability of Agentic AI Tool Use

Abstract page for arXiv paper 2605.06890: Beyond the Black Box: Interpretability of Agentic AI Tool Use

[2605.06869] Agentick: A Unified Benchmark for General Sequential Decision-Making Agents

Abstract page for arXiv paper 2605.06869: Agentick: A Unified Benchmark for General Sequential Decision-Making Agents