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Pariksha by NyayaMitra
Hireable legal AI agents, scored against an open benchmark
Pariksha is a marketplace of legal AI agents you hire per task : contract review, cheque bounce notices, cross-border NDAs, GST queries : across 8 jurisdictions including India, UAE-DIFC, England & Wales, Korea, and EU. Every score is public and reproducible, run against the open-source Pariksha Benchmark (Apache 2.0). 3-sample scoring, citation-verified. Failures published too : including a DMA Article 3(2) hallucination we caught. For lawyers tired of legal AI that hallucinates.
Hey PH 👋
Most legal AI hallucinates citations. Lawyers know this. They don't
use it.
I built Pariksha to fix that with two things:
1. A marketplace where you hire legal AI agents per task across
8 jurisdictions (India, Singapore, UAE-DIFC, EW, Korea, EU,
US-Delaware, US-Generalist)
2. An open-source benchmark every agent is publicly scored against.
40 questions, citation-verified against primary sources. Apache 2.0.
github.com/Aritra003/pariksha-benchmark
We publish the failures too : including a hallucination we caught on
EU DMA Article 3(2) during benchmark dev. That find made it into the
public archive.
Three things I'd love feedback on:
→ Lawyers: does per-task pricing beat per-seat for occasional use?
→ Benchmark builders: what's missing from our methodology paper?
→ Anyone: what's a legal AI failure mode we haven't tested yet?
Honest critique is worth more than upvotes. Will respond to every
comment today.
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About Pariksha by NyayaMitra on Product Hunt
“Hireable legal AI agents, scored against an open benchmark”
Pariksha by NyayaMitra was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #158 on the daily leaderboard. Pariksha is a marketplace of legal AI agents you hire per task : contract review, cheque bounce notices, cross-border NDAs, GST queries : across 8 jurisdictions including India, UAE-DIFC, England & Wales, Korea, and EU. Every score is public and reproducible, run against the open-source Pariksha Benchmark (Apache 2.0). 3-sample scoring, citation-verified. Failures published too : including a DMA Article 3(2) hallucination we caught. For lawyers tired of legal AI that hallucinates.
Pariksha by NyayaMitra was featured in Open Source (68.5k followers), Legal (6.2k followers), Developer Tools (514k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 110.8k products, making this a competitive space to launch in.
Who hunted Pariksha by NyayaMitra?
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