One hub, several practical starting points

Choose Your AI Learning Path

Start with the situation you are in now. Follow a track in order if you want more structure, or open one focused activity when you already know what you need to practise.

Free learning routesNo account required hereHuman judgement stays responsible

Learning Hub Choose Your Route
  1. Choose the closest situation
  2. Practise one useful habit
  3. Check important claims
  4. Decide what you will do

Choose by situation

What Are You Trying to Do Today?

Pick the closest match. These routes are practical starting points, not tests of intelligence, ability or readiness. For higher-stakes decisions, use qualified help and current, appropriate sources as well as careful AI use.

  • First Use

    I Have Not Used AI Before

    Learn the basic language, choose a low-stakes first task, keep private information out and understand why a confident answer still needs checking.

    Open New to AI
  • Judgement

    I Want to Test My Everyday Choices

    Work through prepared scenarios about privacy, verification, uncertainty and responsibility, then review the reasoning behind each choice.

    Try the Thinking Check
  • Guided Practice

    I Have a Real Question to Work Through

    Use a five-step exercise to write your own view, ask AI for useful challenge, inspect the response, verify what matters and make your decision.

    Use Start Here
  • Answer Checking

    I Need to Check a Specific Claim

    Practise separating a claim from its supporting evidence, choosing a suitable source and recording what remains uncertain before relying on it.

    Open the Claim Check Lab
  • Method

    I Want Clear Human and AI Roles

    See where human direction, AI assistance, verification and approval belong in a responsible working process.

    See How We Work
  • Project Work

    I Am Coordinating a Larger AI Project

    Use a human-led control loop for scope, ownership, permissions, evidence, cost, handoffs and release decisions.

    Manage an AI-Assisted Project
  • Adult Review

    I Am Reviewing Ideas for Younger Learners

    Adults and educators can inspect three fictional, closed-choice mission prototypes and the open learner-release gates.

    Review the Young Thinkers Lab

Track 01 · First Use

Begin With Clear Boundaries, Then Practise

Follow these steps in order if conversational AI is new to you. Use a topic where an incomplete or wrong answer would not affect health, safety, money, legal rights or another person.

  1. Learn the first-use boundaries

    Understand what AI can help with, what it cannot take responsibility for, what information to keep out and why checking matters.

  2. Work through one real, low-stakes question

    Write what you think before asking for help. Compare the response with your view instead of copying it as an answer.

  3. Use the Beginner Thinking Check

    Practise recognising stronger choices across ten prepared scenarios, then review the explanations and any habits you want to revisit.

Track 02 · Everyday Judgement

Question, Check and Decide

Use this track when AI is already part of everyday study, planning, drafting or problem-solving and you want a more deliberate checking habit.

  1. Choose the closest Thinking Check pathway

    Use the Everyday or Advanced scenarios to notice where fluent wording, convenience or time pressure can weaken judgement.

  2. Practise the Claim Check Lab

    Identify the precise claim, match it to evidence that could support or challenge it, and keep uncertainty visible when the available source does not settle the question.

  3. Apply the full loop to your own question

    Use what you noticed in practice on a real, bounded decision. You remain responsible for what you accept and what you do next.

Track 03 · Project Work

Make Control and Evidence Visible

Use this track when AI-supported work spans several tasks, people, conversations or release decisions. More automation does not remove the need for clear ownership.

  1. Separate human direction from AI assistance

    Define who sets the goal, which tasks AI may support, what needs verification and who can approve an external or difficult-to-reverse action.

  2. Use the project control loop

    Set the outcome, scope, authority, source of truth, owners, evidence checks and release gate before adding more workers or automation.

  3. Inspect the public build evidence

    Compare stated milestones with the bounded evidence and limitations recorded for each public website release.

  4. Read the exploratory case study carefully

    Treat one participant's documented process as an evidence-in-progress record, not proof of general learning, impact or transferability.

Young Thinkers boundary

Younger Learners Need Appropriate Adult Guidance

The Young Thinkers Lab is an adult-review prototype with three closed-choice missions. It should not be given directly to a young learner until the intended age range, content ownership and safeguarding review are approved.

Adults and Educators Stay Involved

Choose an age-appropriate, low-stakes activity together. Review the provider's current age requirements and privacy terms, keep identifying or sensitive information out, and help the learner check important claims with suitable sources.

The lab deliberately has no score or leaderboard. During this stage, adults should review the language, choices and explanations rather than ask a young person to complete it.

Evidence boundary

Practice Is Useful, but It Is Not Proof

These pages offer prompts, prepared scenarios, explanations and project frameworks. Completing them does not establish learning, safety, competence, impact or a correct real-world decision.

What the Paths Can Provide

  • A structured place to begin or continue practising.
  • Prepared examples of privacy, verification and responsibility choices.
  • A repeatable way to make questions, evidence and decisions visible.

What Still Needs Human Judgement

  • Whether a source is suitable, current and strong enough for the claim.
  • Whether the consequence calls for qualified or specialist help.
  • Whether the evidence supports accepting, changing or stopping the work.

Milestones

Build & Evidence

Review public release milestones, status labels, known limits and preserved website history.

Open the build log

Method

How AI Helped Build This Website

See the public explanation of the build process, including where AI assisted and where human direction and review remained necessary.

Review the build method

Exploratory Record

Case Study 001

Read a bounded single-participant record with its evidence limits kept explicit.

Read Case Study 001

A useful next step

Choose One Route, Not Everything at Once

Complete one small activity, note what you checked and stop when the next decision is clear. Repetition with attention is more useful than collecting pages without applying the habit.