📌 Sources

Advances and Challenges in Foundation Agents
https://arxiv.org/pdf/2504.01990v1

Why do Multi-agent systems fail
https://arxiv.org/pdf/2503.13657

API vs. GUI Agents - Divergence and Convergence
https://arxiv.org/html/2503.11069v1

PaperBench - Evaluating AI's Ability to Replicate Research
https://arxiv.org/abs/2504.01848

MemInsight: Autonomous Memory Augmentation for LLM Agents
https://arxiv.org/pdf/2503.21760

BEARCUBS: A Benchmark for Computer-Using Web Agents
https://arxiv.org/pdf/2503.07919

AgentRxiv: Towards Collaborative Autonomous Research
https://arxiv.org/abs/2503.18102

PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents
https://arxiv.org/abs/2503.14432

Agents Play Thousands of 3D Video Games using PORTAL
https://arxiv.org/abs/2503.13356

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