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Est. MMXXVI  ·  Twenty Courses  ·  £99 one-time or £19/mo for all

Beginner · 12 Hours · 34 lessons

AI Fluency: The New Literacy

Integrating large language models into daily cognition.

AI Fluency is the course we ask every student to take first. It rebuilds the way you read, write, decide and remember around a thinking partner that never sleeps. You will finish with a personal AI operating system: the models you trust, the tasks you delegate, the tasks you refuse to delegate, and the vocabulary to explain any of it to a sceptical colleague.

Read the syllabus
AI Fluency: The New Literacy — abstract study in translucent light

Level

Beginner

Time to complete

12 Hours

Format

Online video, self-paced

Access

Lifetime, one payment

Section 01

The visionary syllabus

AI Fluency is the course we ask every student to take first. It rebuilds the way you read, write, decide and remember around a thinking partner that never sleeps. You will finish with a personal AI operating system: the models you trust, the tasks you delegate, the tasks you refuse to delegate, and the vocabulary to explain any of it to a sceptical colleague.

AI Fluency: The New Literacy runs to roughly 12 hours of guided video across 8 modules and 34 lessons, taught at beginner level. Every lesson is recorded as a screen-led demonstration: you watch the work happen, pause, and do the same thing with your own material. Nothing is presented as theory that cannot be performed within a few minutes of hearing about it.

This course sits in The Foundations, the part of the college written for people who have no technical background and no intention of acquiring one. Foundations courses assume you have a life already — a job, a family, obligations — and that AI has to earn its place inside that life rather than becoming a new hobby that consumes it.

Enrolment is a single payment of £99 and it does not expire. That covers the full video library, the written workbook, the prompt and template pack used in the demonstrations, the student community, and every re-recorded lesson we publish as the tools change. There is no subscription, no upsell ladder and no separate certification fee — when you finish, your certificate is issued automatically.

Section 02

Who this course is for

We wrote AI Fluency: The New Literacy for a specific person: someone who has read enough about artificial intelligence to be convinced it matters and has not yet found a course that treats them as an adult with limited time. If you have watched hours of free video and still cannot point to something in your week that changed, that is not a failure of intelligence — it is a failure of sequencing, and sequencing is what a structured course provides.

You will be comfortable here if you can use a browser, a spreadsheet and email. You do not need any programming, statistics or design background. Where a technical concept is unavoidable we explain it in plain language, then show it working, then let you copy it.

You will not enjoy this course if you are looking for a passive overview of the field, an inspirational lecture series, or a promise of income without work. Every module carries an artefact — a document, a system, a page, a report — and the course is only useful in proportion to how many of those artefacts you actually build.

Students who benefit most tend to share one habit: they bring their own real material to the lessons. Your own inbox, your own product, your own client, your own messy spreadsheet. The techniques transfer, but the confidence only arrives when you have watched them work on something you care about.

Section 03

What you will be able to do

Learning outcomes are easy to write and hard to honour, so each of the statements below is tied to a specific lesson and a specific artefact you produce. If you can perform all of them without referring to the videos, you have finished AI Fluency: The New Literacy, whether or not you watched every minute.

  • Explain in plain English what a language model is, what it is not, and why it sometimes invents facts
  • Choose the right model for a task instead of defaulting to whichever one you saw on the news
  • Run a daily 'AI stand-up' that clears admin, email and reading in under twenty minutes
  • Verify AI output with a three-step reliability check you can teach to anyone
  • Build a personal knowledge base your assistant can draw on
  • Hold your own in any workplace conversation about AI strategy

We deliberately keep the list short. A curriculum promising thirty outcomes is usually promising familiarity rather than capability, and familiarity is what free content already provides in abundance. The value of a paid course is the small number of things you can reliably do afterwards.

Section 04

The technical blueprint, module by module

The course is built in 8 modules, sequenced so that each one depends only on what came before it. You can skip forward, but the order below is the order in which the material compounds, and students who follow it finish materially more often than those who graze.

  1. 01

    The mental model

    What a model actually does when it answers you: prediction, context and the boundaries of its knowledge. We replace magic with mechanism so your expectations become accurate.

  2. 02

    Choosing your instrument

    A side-by-side tour of the major assistants, judged on reasoning, writing voice, research honesty, file handling and price.

  3. 03

    The anatomy of a good request

    Role, context, constraints, examples, format. You rewrite ten weak requests into strong ones and watch quality jump.

  4. 04

    Reading at machine speed

    Turning reports, contracts and long articles into structured summaries you can trust, with the citations intact.

  5. 05

    Writing in your own voice

    Training an assistant on your past writing so drafts sound like you on a good day rather than a press release.

  6. 06

    Memory and context

    Building a personal knowledge base — notes, documents, preferences — so you stop re-explaining yourself every session.

  7. 07

    The reliability check

    Three questions that catch almost every hallucination before it reaches another human being.

  8. 08

    Your daily practice

    Designing the twenty-minute routine that compounds: inbox, calendar, decisions, learning, review.

Each module contains between three and six lessons, a short written summary, the exact prompts and templates used on screen, and a single exercise that produces the artefact for that stage. Exercises are designed to take between fifteen and ninety minutes; anything longer has been split, because the most common reason a course is abandoned is an exercise that felt like a project.

The 12 hours figure is an honest estimate of guided video plus exercises for a student working carefully. Some finish in two focused weekends; others take a term at two lessons an evening. Both patterns work, and neither is penalised.

Section 05

The tools you will actually use

Tools change quickly, so AI Fluency: The New Literacy teaches the underlying operation first and the current tool second. When a demonstration goes out of date we re-record it, and your access includes those updates permanently — that is the main practical reason our courses are sold once rather than rented monthly.

The stack used in the demonstrations is listed below. Wherever a free tier can complete the coursework, we use the free tier and say so. Where a paid plan is genuinely required for a specific lesson, we tell you the cost in advance, show what it unlocks, and provide an alternative path so no lesson is gated behind a subscription you did not plan for.

  • ChatGPT
  • Claude
  • Gemini
  • Perplexity
  • NotebookLM

We are deliberately tool-agnostic about the parts that matter. A student who understands why a retrieval step failed can fix it in any product; a student who memorised one interface is helpless the moment a menu moves. Expect to be taught the reasoning, then handed the shortcut.

Section 06

How the teaching works

Every lesson in AI Fluency: The New Literacy follows the same four-beat structure: the problem in plain terms, the demonstration on screen with nothing edited out, the failure mode you should expect, and the exercise on your own material. The failure mode beat is unusual and it is the one students mention most often — being shown what a bad result looks like is what makes a good result recognisable.

Video is the primary medium because this subject is watched more easily than it is read. You see the actual screen, the actual prompt, the actual moment the model gets it wrong and the correction that fixes it. Alongside the video, each module ships a written companion so you can revisit a step without scrubbing a timeline, and a copyable asset pack so you never retype a template from a video frame.

Assessment is practical and self-paced. At the end of each module you check your artefact against a short rubric — not a quiz on terminology, but a description of what a competent version of that artefact contains. Students who want feedback beyond that post their work in the community, where the same rubric is used for peer review.

There are no live sessions to miss and no cohort to fall behind. That is a deliberate choice: cohort courses have better completion statistics and worse accessibility, and we would rather a shift worker or a parent of young children finished in four months than dropped out in four weeks.

Section 07

The market context

Digital literacy used to mean knowing where the files were. From 2023 onward it means knowing how to brief, correct and audit a machine that writes. Employers have stopped listing 'AI experience' as a bonus line and started building it into role descriptions for administrators, teachers, nurses, lawyers, tradespeople and marketers alike. The gap that matters is no longer technical — the tools are free or nearly free — it is fluency: the confidence to reach for the right assistant at the right moment, and the judgement to know when the answer is wrong.

The economic argument for personal fluency is unusually simple. Most knowledge work contains several hours a week of drafting, summarising, formatting, comparing and remembering. Those are precisely the operations a language model performs at near-zero marginal cost. A worker who reclaims five of those hours does not merely finish earlier; they redirect the most valuable part of their week toward judgement, relationships and original thinking — the parts no model can hold on your behalf.

There is a defensive case too. As AI-generated content floods every channel, the ability to tell a grounded answer from a confident fabrication becomes a survival skill for consumers, voters and parents, not just professionals. This course treats verification as a core literacy rather than an advanced topic, because the cost of a plausible falsehood is now paid by whoever repeats it.

Section 08

Where this leads

Foundations graduates usually describe the change in ordinary terms: an inbox that no longer follows them into the evening, a report read in fifteen minutes instead of two hours, a decision made with a research summary rather than a guess. Those improvements are unspectacular individually and substantial in aggregate, and they are the reliable return on this course.

A sensible study path continues sideways rather than upward. Students often pair AI Fluency: The New Literacy with one course from a different track — a foundations student adding a marketing course, an agentic student adding a masterclass — because capability in this field compounds across domains rather than deepening in one. Every course is the same £99, so combining two is a decision about time rather than budget.

On certification: your certificate of completion names the course, the level, the estimated hours and the date, and it links to a public page describing the curriculum so anyone can see what it involved. We make no accreditation claims. It is a credible record of work done, which is precisely what it should be.

Section 09

A realistic study plan

The most common mistake students make is starting on a Sunday with unlimited enthusiasm and no schedule. AI Fluency: The New Literacy is designed to be completed in fixed blocks, and we recommend booking them the way you would book a class you had paid to attend in person — because you have.

Two sessions of ninety minutes a week finishes this course comfortably inside a couple of months. One session a week finishes it too, more slowly. What consistently fails is watching several modules in a single evening without doing the exercises — the videos feel productive and nothing is retained, because the learning lives in the artefact rather than the viewing.

Keep one document for the whole course. Every artefact, every prompt that worked, every note about something to revisit. By the end it is the most valuable thing you own from the course — more useful than the videos, because it is written in your own context and about your own work.

Section 10

What £99 includes

One payment of £99 for permanent access to AI Fluency: The New Literacy. We price every course in the college identically, at a level a working adult can decide on without a meeting, because the alternative — tiered pricing designed to make the middle option look sensible — is a sales technique rather than an education policy. Prefer to subscribe? Every course in the college is also available for £19/mo, with the same access and the same updates, cancellable at any time.

  • Lifetime access to every video lesson in the course, including all future re-recordings
  • The written module companion and exercise workbook
  • The complete prompt, template and asset pack used on screen
  • Access to the student community for peer review and questions
  • Certificate of completion with a public curriculum page
  • No subscription, no upsells, and a 14-day refund on unwatched enrolments

If the course is not right for you, write to us within fourteen days and we will refund it. We ask only that you tell us what was missing; that feedback is how the curriculum has been revised each term since the college opened.

Section 11

Questions students ask before enrolling

A short, honest set of answers. If yours is not here, the admissions team replies to every message — the contact page reaches a person, not a queue.

Do I need any technical background?
None. If you can use email and a web browser you are ready. Nothing in this course requires code.
Which subscriptions do I need to buy?
None to complete the course. Every module has a free-tier path, and we tell you honestly which paid tier is worth it and when.
Is this useful if my employer blocks AI tools?
Yes — module seven covers governance, data handling and how to make a safe internal case for approved use.
How long do I have access?
Permanently. Enrolment is a one-time £99 payment with no renewal, and it includes updated lessons as tools change.
Is there a monthly option?
Yes. If you would rather not pay per course, every course in the college is also available for £19/mo, cancel anytime. The one-time £99 enrolment is the better value if you plan to keep the material.
Is the teaching live?
No. Every lesson is recorded video you take at your own pace, with a written companion and an asset pack for each module.
Do I get a certificate?
Yes — a certificate of completion for AI Fluency: The New Literacy, issued automatically, with a public page describing the curriculum.
What if I want a refund?
Fourteen days, no argument, provided you have not completed the course. Email admissions and tell us what was wrong.

Also in The Foundations

AI Fluency: The New Literacy

Beginner · 12 Hours · Lifetime access