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IBM released an open-source blog on Hugging Face detailing how to build robust enterprise agents with structured reasoning and tool use, going beyond basic LLMs and agents.
Proposes the Pseudocode-guided Structured Reasoning framework (PStar) that adaptively selects structured pseudocode reasoning paths to reduce hallucinations in Vision-Language Models, achieving state-of-the-art scores on POPE and MMStar benchmarks.