Tag: LLM planning

Agent-Oriented Large Language Models: Planning, Tools, and Autonomy Explained
Agent-Oriented Large Language Models: Planning, Tools, and Autonomy Explained

Tamara Weed, Mar, 11 2026

Agent-oriented large language models go beyond answering questions-they plan, use tools, and act autonomously. Learn how they work, where they excel, and the risks you can't ignore.

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Science & Research

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agent-oriented LLMs LLM planning AI autonomy tool-using agents ReAct framework
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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Science & Research

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

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