TwinLadder Research Hub

A concise, Europe-first briefing on AI in legal practice. Evidence tiers, jurisdiction context, and source links in every issue.

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Edition #26

When AI Training Isn't Training: The Gap Between What Companies Buy and What Article 4 Requires

March 14, 2026

The EUR 2.4 billion European AI training market is selling certificates, not competence. We review 31 programmes and find that 87% allocate less than 10% of time to AI limitations and failure modes. Five markers distinguish genuine competence-building from checkbox compliance.

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February 14, 2026

The Competence Paradox Hits Home: When Junior Lawyers Never Learned What AI Is Replacing

European firms are discovering that associates trained during COVID never learned manual research and drafting — the very skills needed to supervise AI output. Data from Germany, Sweden, and the Baltics reveals a 40% delay in reaching independent practice milestones.

January 23, 2026

2026 Legal AI Outlook: Five Evidence-Based Projections for Mid-Market Firms

Rather than speculation, we base our 2026 projections on adoption curves, regulatory timelines, and pricing trends from 2025. The EU AI Act compliance deadline looms largest—here is how to prepare.

January 9, 2026

AI Governance Boards: 80% of Am Law 100 Have One—A Structure Guide

Four in five Am Law 100 firms have established formal AI governance committees. We examine five different governance structures, from informal working groups to board-level oversight, and assess which fits mid-market needs.

December 19, 2025

ABA Task Force Report Analysis: AI as Legal Infrastructure

The ABA's 2025 task force report declares AI 'infrastructure' rather than 'innovation.' We parse the 87-page document for the regulatory and educational recommendations most likely to affect mid-market practice.

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