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On-demand training, expert workflows, and step-by-step guidance to help legal teams get the most out of Lawxy.

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Featured Content

Lawxy Legal AI Fundamentals
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Certification 1

Lawxy Legal AI Fundamentals

“I can use Legal AI correctly.” Core foundation for safe, ethical, and effective everyday legal work with task-led SuperDemos.

10 Task-Led Modules · 18 Hours
LawxyAcademy
Advanced Legal AI
Practitioner
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Certification 2

Advanced Legal AI Practitioner

“I can use Legal AI for substantive legal work.” Case analysis, strategy, due diligence, translation, and multi-doc workflows.

12 Substantive Modules · 26 Hours
AI Contract Review Specialist
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Certification 3 · Specialist

AI Contract Review Specialist

“I can perform professional-grade contract review.” End-to-end review, risk triage, fallback suggestions, playbooks, and redlines.

15 Specialist Modules · 22 Hours
Our Core Philosophy

Why AI-Native Legal Education?

Education should be free. Certification should be earned. Generative AI is reshaping the practice of law, but superficial prompt tutorials fail to prepare practitioners for high-stakes legal reality.

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The Duty of Competence

Under ABA Model Rule 1.1 (Comment 8), lawyers have an ethical duty to understand the risks and benefits of relevant technology. Ungrounded consumer AI creates severe risks of fabricated citations, sanctions, and inadvertent privilege waivers.

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Free & Open Education

We believe foundational legal AI knowledge should not be locked behind expensive vendor paywalls. Every law student, associate, public defender, and corporate counsel deserves access to world-class training at zero cost.

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Rigor Gives Value

Certifications awarded simply for watching videos carry zero credibility. Lawxy credentials require demonstrating actual competence through tough end-of-lecture checkpoints and a proctored, multi-disciplinary examination.

Pedagogical Framework

How Lawxy Academy Works

A structured, 4-step progressive learning system built specifically for legal professionals.

STEP 01

Masterclass & Sandboxes

Study video lectures with synchronized transcripts, inspect sub-word tokens, and test legal prompt engineering live.

STEP 02

Tough Lecture Quizzes

Solve 3 rigorous legal scenario questions at the end of each lecture to validate comprehension and unlock next steps.

STEP 03

Proctored Examination

Complete a timed, high-stakes assessment testing citation forensics, privilege defense, and transactional diligence.

STEP 04

Earned Credential

Receive an official Certificate of Completion with a cryptographic SHA-256 audit proof and instant verification URL.

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Courses & Certifications

Select a course to begin the lecture track and unlock your final certification exam.

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Certification Track

Course Title

Course Description

12 Modules · 55 Lessons

Curriculum Syllabus

← Back to Course | Lesson 1.2: Tokens, Context Windows, and Memory in Legal Practice
Next Step →
▶ 00:00 / 05:00
1.0x Replay
Lecture Notes Prompt & Token Sandbox Transcript

Context Memory & Sub-Word Tokenization

Commercial contracts, court dockets, and patent claims contain dense, Latinate legal terminology. When processed by language models, these specialized terms decompose into numerous sub-word tokens, causing context windows to fill rapidly.

Practice Protocol: Never rely on monolithic zero-shot prompts for agreements exceeding 30 pages. Always apply structured chunking or RAG grounding to prevent attention loss.

Legal Tokenizer & Attention Sandbox

Words: 33
Tokens: 47
Ratio: 1.42x
Risk: Low
Lecture Checkpoint

End-of-Lecture Formative Assessment

3 Tough Questions
Active Course
Course Milestone
Final High-Stakes Certification Examination
119:45
Section A: Knowledge Question 1 of 5

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Your Certifications

View your official credentials, download certificates, or continue in-progress tracks.

Sarah Chen, Esq.
Chen & Morrison LLP

Earned Certificates

Courses in Progress

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