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The benchmark paper for evaluating LLMs as agents across diverse environments.
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Learning Resources • 🌱 growing
Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations
EMNLP 2025 paper introducing PersonaEvolve, an LLM-based optimizer that refines agent personas so crowds of LLM agents behave realistically against expert benchmarks.
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Short course on building production agents with LangGraph by Andrew Ng's platform.
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Comprehensive guide on AI systems design and deployment covering agent architecture patterns.
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