Learn to collaborate with AI systems effectively, efficiently, ethically, and safely. Built around the 4D Framework — the practical system for getting real value from AI, regardless of which tools you use.
The 4D Framework gives you a repeatable, technology-independent system for working with AI. These aren't tips — they're the competencies that Anthropic's own research shows separate effective AI users from everyone else.
Not everything should go to AI. Delegation is the strategic skill of deciding which tasks benefit from AI assistance, understanding the difference between automation, augmentation, and agency — and planning projects with AI in the loop from the start.
The quality of AI output is directly proportional to the quality of your input. Description is the art of providing clear context — the problem, desired outcomes, constraints, tone, and examples — so AI can do its best work.
AI will confidently give you wrong answers. Discernment is your ability to critically evaluate AI output — checking accuracy, reasoning, alignment with your goals, and fitness for purpose. This is what keeps the human in the loop.
AI use carries real risks — bias, privacy violations, inaccuracy presented as fact. Diligence is the discipline of ensuring your AI use is ethical, safe, and appropriate. It's what separates responsible adoption from reckless experimentation.
The Description-Discernment Loop: The course teaches you to treat Description and Discernment as an iterative cycle — describe what you need, evaluate the output, refine your description, evaluate again. Anthropic's research found that 85.7% of effective conversations exhibit this kind of iteration, with substantially higher rates of all 4D behaviours.
11 modules across 4 sections. The course builds progressively — start with why AI fluency matters, learn the framework, then go deep on each competency with practical exercises.
A 3-minute introduction to what AI Fluency is, why it matters, and what you'll learn in the course.
Before workshops: We share specific videos as pre-work so participants arrive with baseline context.
During guided self-paced: Videos anchor each weekly module. Watch, then apply concepts in live discussion.
After training: The playlist becomes your ongoing reference library. Need a refresher on Discernment? It's 10 minutes away.
This isn't a course for AI engineers. It's for anyone whose work involves thinking, writing, analysing, deciding, or communicating — which is nearly everyone.
Understand AI capabilities and limitations so you can make informed decisions about adoption, investment, and governance.
Get a system for using AI that produces consistently good results instead of hit-or-miss prompting. Analysts, writers, marketers, consultants.
Build a shared language and methodology for AI use across your organisation. The 4D Framework scales from individual to enterprise.
Imbila takes you through the same Anthropic course material — but with facilitation, industry context, and support that turns learning into lasting capability.
Every participant completes our assessment before starting. We know your level, tools, and goals — so nothing is wasted.
Generic examples replaced with scenarios from your sector. You work on your real tasks, not toy problems.
Imbila's prompt template libraries, 4D Quick-Reference Card, setup guides, and role-specific Project templates.
Every engagement includes follow-up support. When you're ready to go deeper, we offer consulting sprints to embed AI into your workflows.
Meet Prof. Feller and Prof. Dakan. See who's adopting the framework globally. Understand why Anthropic validated it with real data.
The full Anthropic Academy catalogue — 13 courses from foundations through API, MCP, Claude Code, and cloud platforms. All free.
Register for the course free on Anthropic Academy. Then let Imbila help you get the most out of it.