Use AI tools with confidence — know the limits, verify effectively, and work responsibly.
Live sessions with practical assignments and community support.
Program Outcomes
What you will be able to do by the end.
Fit & Requirements
Who should enroll and what to expect.
- Professionals using AI tools in their daily work
- Teams rolling out AI across a department or function
- Employees whose roles require Article 4 AI literacy
- Anyone who needs to verify, prompt, and integrate AI responsibly
- Teams building custom AI tools from scratch
- People seeking deep technical or engineering training
- Decision-makers designing compliance programs (see Article 4 course)
No prerequisites. If you use AI tools at work — or plan to — this is the right start.
Week-by-Week Curriculum
Detailed breakdown of what you learn each week, with lesson formats and assignments.
How LLMs actually work, why they hallucinate, and how to evaluate vendor claims against reality. You will map your tasks by AI reliability level.
Structured prompt design using the CRAFT framework. Build a reusable prompt library tailored to your professional domain.
Design a systematic verification protocol. Learn to spot hallucination red flags and document AI usage for risk management.
Identify integration points, apply proven patterns, and build your Personal AI Protocol as documented evidence of AI literacy.
Assessment Method
Capstone deliverable: Personal AI Protocol covering tools used, verification standards, prompt library, disclosure practices, and a learning plan. Peer-reviewed during the final session.
Time Commitment
2-3 hours per week over 4 weeks, including weekly 60-minute live sessions and practical assignments.
Prerequisites
No prerequisites. Suitable for any professional who uses or plans to use AI tools at work.
Practitioner Community
Every TwinLadder course is more than content — it is a community of practice. Your enrolment includes ongoing access to peers, practitioners, and structured discussions.
Bi-monthly online discussions
Structured peer sessions every two months to share implementation experiences, troubleshoot challenges, and stay current with AI developments.
1-year community access
Full access to the TwinLadder practitioner community for 12 months after your cohort ends. Ask questions, share wins, get feedback.
TwinLadder Casebook
Access to the TwinLadder Casebook research series — real-world case studies from firms implementing AI across Europe.
Alumni network
Join a growing network of professionals who have completed TwinLadder training. Collaborate across cohorts and industries.
Questions You're Probably Asking
Answers to the most common concerns about AI literacy training and Article 4 compliance.