Topic · 9 guides

Careers, Agents and the Future

Whether AI replaces lawyers and juniors, the skills that matter, agents, Claude-native firms, vibe coding, sentiment and the statistics page.

Start hereWill AI Replace Lawyers? What the Evidence Says in 2026Will AI replace lawyers? The evidence: two randomised trials, 2026 hiring and billing numbers, AI-native firms, the pyramid-to-cylinder thesis, next steps.15 min read →
  1. AI for paralegals: what it takes over, what it hands you, and how to stay indispensableAI for paralegals in 2026: the tasks it takes, the tasks it hands you, ten prompts with verification steps, who is liable when it errs, and a 90-day plan.10 min read
  2. AI-native law firms explained: Crosby, Garfield.law, Eudia and what the model means for youWhat an AI-native law firm actually is, how Crosby, Garfield.law and the Claude-native two-person firm work and price, and what a small firm can copy.9 min read
  3. Legal AI Statistics 2026: The Numbers, Their Denominators and Their SourcesLegal AI statistics with denominators and sources: adoption (Clio 79%, 8am 69%), 240 hours saved a year, hallucination rates by tool, 2,039 court rulings.12 min read
  4. The AI skills for lawyers that actually matter: a map, a self-assessment and how to learn eachThe eight AI skills for lawyers that matter in 2026, from prompting and verification to supervision and pricing, at three levels, with a self-assessment.9 min read
  5. Vibe Coding for Lawyers: What Lawyers Are Building, What Breaks and How to Start SafelyVibe coding for lawyers: what lawyers built with Claude Code and Lovable, what breaks, where the client-data line sits, and a first weekend project.9 min read
  6. What Is an AI Agent for Lawyers? Agentic Legal AI Explained, With the Supervision RulesAI agents for lawyers explained: what Harvey, Legora aOS, CoCounsel and Claude agents do, the six governance dimensions and the supervision rules.10 min read
  7. What Lawyers Really Think About AI: Sentiment from Reddit, Bar Surveys and Firm RolloutsWhat lawyers think about AI, by role: Reddit threads, bar surveys and firm rollouts, from 'mandumbass' jokes to associates who hated Harvey.8 min read
  8. Will AI Replace Junior Lawyers? The Hiring Numbers, the Mentorship Gap and What Juniors Should DoWill AI replace junior lawyers? MinterEllison cut graduates 100 to 72, Latham grew 122 to 170. What hiring data, the 72% mentorship gap and PI cover mean.9 min read

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