Design a Grounded LLM Assistant for Case Preparation

Quick Overview

Design a grounded LLM assistant that organizes legal-dispute documents and drafts case-preparation material for human review. Address matter isolation, passage provenance, citations, contradictory evidence, document prompt injection, evaluation, privacy, retention, auditability, and strict limits on advice and external actions.

Design a Grounded LLM Assistant for Case Preparation

Company: Distyl

Role: Software Engineer

Category: ML System Design

Difficulty: hard

Interview Round: Technical Screen

Overview: Design a grounded LLM assistant that organizes legal-dispute documents and drafts case-preparation material for human review. Address matter isolation, passage provenance, citations, contradictory evidence, document prompt injection, evaluation, privacy, retention, auditability, and strict limits on advice and external actions.

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Distyl
Jul 23, 2026
hardSoftware EngineerTechnical ScreenML System Design
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