AI Fluency - Framework and Foundations
FrameworkTips expire. A framework transfers. Learn the four competencies — Delegation, Description, Discernment, Diligence — and apply them to your own work.
Program Fee
1-on-1 doubt clearing · WhatsApp group · Post-training Q&A
Request Syllabus / Call BackProgram Overview
Every AI tip you learn today is obsolete in six months. A framework is not. This programme teaches the four competencies that make someone genuinely fluent with AI: Delegation — deciding what to hand over, what to keep and what to split; Description — giving the AI the context, constraints and success criteria it needs; Discernment — judging what comes back, on the work itself, on the reasoning behind it, and on whether the tool was right at all; and Diligence — taking responsibility for what you produce, being honest about AI’s part in it, and thinking about consequences before you deploy. You assess yourself against all four, then work each one on real tasks from your own job. You leave with a written working agreement for your team.
What You'll Learn
- Explain the four competencies of AI fluency and assess yourself honestly against each
- Decide what to delegate to AI, what to keep, and what to split
- Describe a task with the context, constraints and success criteria the AI actually needs
- Choose the right tool for the task rather than defaulting to one
- Judge output on the work itself, on the reasoning, and on whether AI was the right approach
- Spot hallucination, confident error and plausible nonsense
- Refine a poor answer rather than abandoning it
- Take responsibility for AI-assisted work, and be transparent about it
- Write an AI working agreement your team will follow
Who Can Join
- •Executives, managers and team leads
- •Analysts and administrators
- •Anyone whose organisation has adopted AI without training anyone
- •Anyone who wants a method rather than a list of prompts
PREREQUISITES
• None
• Some prior use of any AI tool is helpful but not required
• No coding required
Curriculum
→ What AI fluency is
→ The four competencies
→ Why a framework beats a tip list
→ Assessing where you are
→ Lab 0
Total: 7h across 4 modules
Tools & Technologies
Projects Included
- ▹ Lab 0 — Honest self-assessment against the four competencies
- ▹ Lab M01 — One real task: the delegation split, and the written description
- ▹ Lab M02 — Five AI outputs evaluated against a rubric, and the worst one refined
- ▹ Lab M03 — Your team’s AI working agreement, drafted
Official Certifications
Assessment is continuous and practical: 4 Applied Learning Labs (60%) and an end-of-course practical assessment (40%). Passing mark 80%, plus completion of all 4 labs and full attendance. The CertTulen Course Completion Certificate is awarded on meeting that standard.
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