Attorneys Verifying AI-Generated Work: What 76% of Lawyers Reveal About Your Trust Personality

# Attorneys Verifying AI-Generated Work: What 76% of Lawyers Reveal About Your Trust Personality

> **Quick answer:** Bloomberg Law's Winter 2026 Path to Practice report found that 76% of attorneys expect new hires to verify citations in AI-generated legal content — making cite-checking the single most in-demand AI skill in law. How you personally react to that stat reveals whether your trust personality leans toward skeptical verification, pragmatic adaptation, or unchecked delegation — and that pattern shows up well beyond the courtroom.

Attorneys verifying AI-generated work is now the defining competency of the legal profession in 2026, according to Bloomberg Law's survey of more than 1,800 lawyers, law students, and faculty. But the gap between who verifies and who doesn't is really a story about personality — and it applies to anyone who uses AI at work.

## Attorneys Verifying AI-Generated Work: The Bloomberg Law 2026 Data

Bloomberg Law's Winter 2026 Path to Practice report surveyed 1,558 practicing attorneys, 264 law students, and 79 law school faculty, collecting data in fall 2025. The headline: **76% of attorneys expect incoming lawyers to already know how to verify citations in AI-generated content** — the top technical skill requested, ahead of even broad AI literacy.

The trust gap is just as striking. A separate 2026 study by legal operations firm Factor found that only **22.1% of legal professionals report high trust in AI outputs**, even though 92% use AI tools in their daily workflows (Wolters Kluwer Future Ready Lawyer 2026). That means most attorneys are using AI constantly but trusting it rarely — a psychological tension that shapes how they work and who they hire.