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GS PradeepKumar

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#artificial intelligence Preprint Oct 2026

Beyond LLM Wrappers: Context Engineering and the Three-Engine Architecture for Reliable Financial AI

It is argued that financial context engineering extends beyond text-centric retrieval-augmented generation by requiring structured relationships, temporal validity, exact numerical evidence, access controls, and validation against source records and solver outputs.

GS PradeepKumar, Ravi Tanniru · 0 citations

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