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Manikandan Nanjappan

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#machine learning Preprint Sep 2026

DeFiFlowBench: Benchmarking and Improving Safe Executability in Natural-Language DeFi Workflow Synthesis

The proposed Koan-Safe, which combines a prompt-only intent parser, a replaceable generator, and structural repair with default safety parameters, is proposed, which supports explicit trade protections and execution-based evaluation, while distinguishing declared safety from a general guarantee.

Abhinav Kumar, Harshit Arora, Varun Singh et al. · 0 citations

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