Resources

Guides for grounded legal practice.

Practical, jargon-light explainers for Indian advocates — on grounded AI research, checking whether a precedent still holds, and drafting that stands up. Educational, never legal advice.

5 min read

Does ChatGPT Make Up Case Citations? Why AI Hallucinates Case Law — and How Grounded Research Fixes It

Yes, general AI models fabricate plausible-but-fake case names and citations. Understanding why they do it — and what a grounded, retrieval-first approach changes — is now a core professional competency for Indian advocates.

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6 min read

Is a Judgment Still Good Law in India? How to Check If a Case Is Overruled

Before you cite a case, you need to know it still stands. Here is what "good law" means in India, the treatment vocabulary that decides it, and a practical way to check fast.

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5 min read

How to Structure a Reply to a Section 138 NI Act Demand Notice

A structural guide to the heads a cheque bounce notice reply commonly addresses under Section 138 of the Negotiable Instruments Act — the timeline, the rebuttable presumption, and drafting hygiene. Not a template to copy blindly; every set of facts is different, and this is education, not legal advice.

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