Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2306.16092/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:27:26 GMTChatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture — HN submissionhttps://news.ycombinator.com/item?id=45042509urn:hackerpapers:submission:2306.16092:45042509Wed, 27 Aug 2025 17:32:30 GMT<p>Multi-Agent AI for Indian Lawyers. Is this solving a real pain point?</p><p>Hey HN, I&#x27;m a software developer in India exploring a legal tech startup idea called LawSetu. The Indian legal system is overwhelmed—50M+ pending cases, a 3M lawyer shortage, and skyrocketing AI adoption (79% of pros now use it, up from 19% last year). Law firms and solo practitioners waste hours on research, case management, and drafting, often juggling fragmented tools. LawSetu is an AI platform inspired by the Chatlaw paper (arXiv:2306.16092), using a multi-agent system to help lawyers manage cases. Key features: Persistent Case Chats: Each case is a dedicated &quot;chat file&quot; with its own…</p><p>1 point; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2306.16092/">Paper and source history</a>. A submission is not an endorsement.</p>cs.CL