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Tag: structured reasoning

Structured Reasoning Modules in Large Language Models: How Planning and Tool Use Boost Accuracy
Structured Reasoning Modules in Large Language Models: How Planning and Tool Use Boost Accuracy

Tamara Weed, Jan, 26 2026

Structured Reasoning Modules transform how LLMs solve complex problems by breaking reasoning into Generate-Verify-Revise steps. This new approach boosts accuracy by over 12% on hard tasks and reduces errors, making it essential for finance, science, and legal AI systems.

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structured reasoning LLM planning tool use in AI Large Language Models Verify-Revise architecture

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