Answer first
The learner begins with their own reasoning so the platform can assess thinking, not just prompt quality.
Lesson 001 · AI-native legal practice
Become a better lawyer
WakiliBench turns legal learning into a moot-room practice loop: answer the problem, face questions, defend your authority, receive a score, and improve.
Board note: AI can draft quickly. WakiliBench trains the judgment that decides whether that draft is worth trusting.
The method
The product behaves less like an assistant and more like a lecturer who refuses lazy answers.
It asks, challenges, scores, and sends the learner back to improve. The goal is not to make legal work look easy. The goal is to make legal practitioners sharper.
Defend authority
The AI tutor asks whether the authority is binding, persuasive, current, distinguishable, or unsafe.
Improve visibly
Every practice session leaves a record of strengths, weaknesses, and next actions.
Sample exchange
The Socratic layer is where the training becomes memorable.
Learner
I think the clause is enforceable.
Tutor
Why? Identify the legal test you are applying and the authority supporting it.
Learner
The issue is consent and whether the clause was properly incorporated.
Tutor
Good. Now consider the client’s weaker point. What would opposing counsel argue, and how would you distinguish it?
The scoreboard is the discipline.
WakiliBench should become known for benchmarking human legal competence: issue spotting, reasoning, authority use, counterarguments, writing clarity, ethics, and AI safety.
Issue spotting
20%
Legal reasoning
25%
Use of authority
20%
Counterarguments
15%
Writing clarity
10%
Ethics and AI safety
10%
Training groups
Four groups enter the room first.
Law students
Exam reasoning, case analysis, issue spotting, and legal writing.
Pupil advocates
Drafting, research discipline, client-ready analysis, and argument preparation.
LegalTech builders
Prompting, legal AI evaluation, automation logic, and hallucination checks.
Legal teams
AI-readiness training for firms and departments adopting new tools.
Designed for legal training. Tested in real practice.
The first pilot brings together lawyers, developers, students, and educators to test the platform, refine the training experience, and help define a new standard for AI-ready legal practice.