Why I Skipped LLMs to Extract Data From 100,000 Wills: A System Design Story
Towards AI
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Generative AI
AI Safety
Data Science
AI Research
Generated by Gemini Everyone is obsessed with LLMs right now. If you look at LinkedIn, it seems like the answer to every problem is “just plug it into ChatGPT.” But I recently faced a project where “just plugging it in” would have been a disaster. I was tasked with a Proof of Concept (PoC) to perform deep data analysis on 1,000 Wills, with a goal to eventually process 100,000. In the legal world, accuracy isn’t just a goal; it’s a requirement. If an AI “hallucinates” the name of a beneficiary or misses a guardianship clause, it’s not just a bug - it’s a legal nightmare.