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SMITH

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01:36
2026-08-26
arxiv.org
artificial-intelligence

Training LLMs to write tools generalized beyond self use

Researchers propose SMITH (Schema-grounded Multi-task Iterative Tool Honing), a reinforcement learning framework that jointly trains tool creation and tool use in a single policy, enabling a 4B Qwen3 …

// co-occurs with top 8 entities
Qwen3 2 TabMWP-Hard 2 GQA 2 LFM-2.5-350M 1 Qwen3-30B-A3B 1 Appier AI Research 1 National Taiwan University 1 DAPO 1
// topics top 5 topics
artificial intelligence 2 machine learning 2 large language models 2 ai research 2 ai agents 1