Writing for Learning

revision

AI can generate a first draft in seconds, but it can't decide what's true, what's useful, or what's worth saying.

Those are human capabilities. They happen in revision.

What is revision?

Revision is a capability programme that develops the critical thinking skills needed in an AI-mediated world. 

Learn to use AI critically by questioning, verifying, testing, and refining outputs until they're accurate, useful and yours.

Why revision?

As AI becomes more capable, the competitive advantage shifts. The future belongs to people who can do more than generate a first draft - it belongs to the people who can produce the second.

That means knowing when to trust AI, when to challenge it, when to reshape its work - and when to ignore it altogether.

Revision focuses on the human skills behind effective AI use,​​ developing capabilities that retain value regardless of which model, tool, or platform comes next.

Who is it for?

Revision is designed for 
knowledge workers, 
learning professionals, 
writers, 
consultants, 
managers, 
educators, 
and anyone whose work increasingly involves AI.

How you’ll learn

A Large Language Model is a language technology. This programme leverages your existing language skills (especially your reading, writing and reasoning) through  a progressive structure:

AI and Language

how large language models function, and why your reading and writing skills are your most important AI tools


CRITICAL READING

evaluating AI output for weak logic, unsupported claims, and flawed reasoning

VERIFICATION

 identifying errors, hallucination, bias, and unreliable sources

STRATEGIC ENGAGEMENT

deciding when to use AI in your workflow, and engineering prompts that explore ideas, not just generate content

ITERATION

working with AI through feedback and refinement, rather than first-draft acceptance

TRUST, SAFETY & ETHICS

confidentiality, disclosure, and responsible human use

These aren't just AI skills: they're future-proof thinking skills, and they’re the skills sought out by the AI sector itself. Revision is created by L&D practitioners who’ve worked at the frontier of AI modelling, and is informed by learning pathways deployed to serve the AI hyperscalers.

Used well, AI is your productivity partner. 
Used badly, it sacrifices judgement for convenience. 

Revision teaches the difference.  

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