Human + AI Legal Writing Benchmark
Compare complete human-only, AI-only, and human-plus-AI workflows across accuracy, reasoning, clarity, trust, time, learning, and equity.
First artifact → public benchmark report
#1 legal writing Nevada’s law school · Las Vegas
UNLV Boyd Center for AI & Legal Writing
With a legal-writing program ranked #1 nationally and responsible AI entering the required curriculum, Boyd can build the independent center the profession trusts to test tools, train leaders, define standards, and widen access to justice.
The strategic window The transition is inevitable. Leadership is still available.
Select Experience the Living Brief—or run the Boyd Standard—to begin.
Argument / Draft 01
The Ninth Circuit has that a public agency must provide individualized notice before changing access to essential benefits.
“Notice must be calibrated to the recipient’s circumstances.”
The denial was especially harmful because .
Authority, judgment, privacy, and ownership will be reviewed in sequence.
Illustrative interface · Not legal advice · Final judgment remains human
Why the window is open now
Adoption is accelerating, the risks are appearing in court records, and investment is following. The profession needs an independent place to determine what actually works.
of 1,300+ legal-industry respondents reported using general-purpose AI for work; survey fielded Sept.–Oct. 2025
8am 2026 Legal Industry Report · vendor survey ↗02100+AI-related sanctions decisions analyzed across more than 60 U.S. jurisdictions, 2023–2026
Lucci, forthcoming Capital University Law Review ↗0317–33%hallucination rates in a preregistered Mar.–Apr. 2024 evaluation of three legal AI research tools
Stanford RegLab / Journal of Empirical Legal Studies ↗04$3.9Bprojected global legal AI market by 2030, up from an estimated $1.4B in 2024
Grand View Research market forecast ↗Survey results, empirical studies, sanctions research, and commercial forecasts answer different questions. Each figure is labeled and linked to its source.
Practice is the laboratory
Legal writing is where research, reasoning, persuasion, judgment, and public power become visible. Boyd can embed with real practitioners, study complete workflows, and turn the evidence into better training, standards, and tools.
Independent evidenceStudy human-only, AI-only, and human-plus-AI work across briefs, contracts, opinions, client communications, and public legal documents.
Standards that travelTurn evidence into competencies, model policies, verification protocols, procurement guidance, and responsible workflows for the institutions shaping law.
Human judgment, amplifiedBuild rigorous, evidence-based education for foundational writing, critical evaluation, AI-assisted practice, and supervision—from the first year through the bench.
Technology with a purposePartner with engineers, legal technologists, practitioners, and communities to create a portfolio of trustworthy tools that solve real legal-writing problems.
Field partnership Bring the consequential workflow—not the polished success story.
Build a real-world study with Boyd ↗A suite—not a single app
The Center will partner with engineers, legal technologists, courts, legal aid, firms, and users to build focused products for the public, judges, lawyers, rural communities, and the institutions that train and govern them.
Built by Professor Regalia at Write.law
Prompt Pilot strengthens a lawyer’s prompt by asking before assuming, surfacing choices, flagging judgment calls, and keeping the human decision-maker in control.
Draft an argument that the agency violated due process.
Before drafting, identify the strongest counterargument, list any missing facts, and distinguish verified authority from assumptions. Ask me to resolve each judgment call.
Authority-grounded · Secure · Accessible · Measurable · Human-owned
Concepts shown are illustrative. Prompt Pilot is an existing Write.law tool created by Professor Regalia; other products would be co-designed, tested, and reviewed before deployment.What we will teach—and study
It is the ability to redesign work without surrendering judgment. The Center will define, teach, and empirically test the skills that distinguish responsible augmentation from careless delegation.
Decide where expertise must enter, where review must occur, and who owns the final work.
Map approval gates, escalation points, and nondelegable decisions.
Compare quality when review happens early, late, or not at all.
A named lawyer inspects the source and reasoning—not merely the prose.
H Human judgment is an active system requirement—not a disclaimer at the end.
Start focused. Build the field.
Compare complete human-only, AI-only, and human-plus-AI workflows across accuracy, reasoning, clarity, trust, time, learning, and equity.
First artifact → public benchmark reportDefine what lawyers, judges, students, and supervisors must know about task framing, source verification, confidentiality, disclosure, supervision, and human ownership.
First artifact → model standard and academyCo-design and measure a high-value public tool—such as a custody-forms guide—with Nevada courts or legal aid, then publish the model for others.
First artifact → deployed, evaluated public pilot06 The strategic window
It is whether vendors shape standards by default—or independent institutions help set them with evidence and a public mission.Why Boyd must lead ↓
The right place. The right moment.
Boyd’s legal-writing program is ranked #1 nationally in the 2026–27 U.S. News rankings. The center begins with deep institutional expertise—not a borrowed specialty.
Verify the ranking ↗Beginning fall 2026, every first-year Boyd student will receive practical instruction in responsible generative and agentic AI use.
Read the announcement ↗Founded in 1998, Boyd became a national leader without centuries of inherited structure. Innovation is not a departure from its identity; it is the identity.
About Boyd Law ↗A global convening city, a university-industry innovation ecosystem, and an unusually coherent state legal community create the conditions for fast, visible, real-world collaboration.
Explore UNLV innovation ↗The first 36 months
The center earns authority through the quality of its evidence, the usefulness of its tools, the strength of its partnerships, and the independence of its voice.
Phase 010–12 months
Phase 0212–24 months
Phase 0324–36 months

Faculty lead
Legal-writing scholar, educator, builder, and advisor to law firms, courts, agencies, nonprofits, corporations, and judges. His work sits precisely where this center will lead: writing, persuasion, technology, professional judgment, and public access.
An institution, not a personality
Strategy, partnerships, and durable operations
Empirical design, assessment, and publication
Responsible AI, design, security, and delivery
Faculty, judges, firms, bars, legal aid, and communities
10 · The founding coalition
We are inviting a small founding cohort to help create evidence, training, tools, and public-interest infrastructure designed for the profession to use.
Founding partners do not buy a conclusion. They gain a front-row seat to the work.
Private briefings on aggregate findings, emerging risks, and validated practices where research rules permit.
Bring a real workflow for structured problem-framing, defined measurement, and a deidentified executive readout.
Priority invitations to founding roundtables and the planned Las Vegas Forum on AI & Legal Writing.
Early access, as available, to selected tools and training, plus opportunities for evidence-based case studies, workshops, and public convenings.
Founding partners help frame questions, contribute real workflows, and test solutions. Boyd controls research methods, safety thresholds, publication, and conclusions.
Founding benefactors · Practice partners · Technology partners · Courts, bars, and public institutions
Built by Professor Regalia at Write.law
Prompt Pilot strengthens a lawyer’s prompt by asking before assuming, surfacing choices, flagging judgment calls, and keeping the human decision-maker in control.
Proposed Nevada public-service pilot
A guided, plain-language app could turn complex custody forms into an understandable sequence, check completeness, explain unfamiliar terms, and route high-risk questions to legal aid or court staff.
Prototype direction · demonstrated above
A writing workspace could connect propositions to authority and the record, surface unsupported confidence, remove unnecessary private details, and require named human approval.
Proposed judicial writing studio
A judge-controlled lab could evaluate structure, record traceability, citation integrity, public comprehension, and plain-language explanations—without displacing judicial reasoning.
Decide where expertise must enter, where review must occur, and who owns the final work.
A faster broken workflow is still broken. Decompose the work, remove friction, then choose the right technology.
Good prompting begins before the prompt: audience, objective, source universe, unknowns, and constraints.
Fluent output earns no presumption of truth. Material propositions need a source trail.
Tool choice is a professional-responsibility decision, not merely a feature comparison.
Speed alone is not success. Better work includes accuracy, clarity, trust, learning, access, and equity.
Responsible expertise includes recognizing tasks where the cost of delegation exceeds the benefit.