The use of artificial intelligence agents skyrocketed in 2024. Popular LLM agents, such as OpenAI's Deep Research and Replit AI Agent, have demonstrated capabilities superior to typical LLMs. It is essential to build a peer-to-peer evaluation of artificial intelligence agent systems using human-centered benchmarks to rate and track improvements in LLM systems.
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