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Stratos Idreos

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#artificial intelligence Preprint Aug 2026

Agentic Context Cracking: Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data

This work proposes agentic data cracking, a method that structures unstructured data adaptively and speculatively as a byproduct of reasoning itself, a first step toward next-generation data infrastructure for agentic reasoning over unstructured data.

Milad Rezaei Hajidehi, Qitong Wang, Stratos Idreos · 0 citations