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Alfreds

A public research and engineering notebook by Alfred Kolakkal. Long-form articles on AI research, utility tools, biology, physics, mathematics, finance, epistemics and more — each with the datasets, scripts and source contributions behind it.

[ New · MVP public test ]

Ratio: research the issue, not the keyword

An AI research associate for Indian lawyers. Give it the facts of a matter: it frames the “Whether…” issues, finds the Supreme Court holdings that decide each one, and quotes only paragraphs it has verified. It can also check every citation in your draft.

  • 6,655Supreme Court reported judgments, 2018-2025
  • ¶ checkedevery pinpoint citation verified against the judgment
  • ratio / obiterholdings labelled; overruled cases flagged
Try Ratio Free to try · no sign-up · a research aid, not legal advice

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