Tuned-inSchool

The learning experience

Good teaching.
A space to
work it out.

You, Dr. Wilfred and a learning assistant built around your studies.

Step inside a lesson
A handmade miniature learner asks a tutor a question about a page of study notes
Room for another question.

One question. A few useful steps.

From a question
to your own
explanation.

We begin with something you’re actually studying. The explanation can change. Understanding remains the goal.

  1. 01

    Find the sticking point.

    A miniature learner looking at the separate parts of a model

    A word, a diagram, a line of working. We start where the subject stopped making sense.

    “I follow this part. I lose it here.”

  2. 02

    Look at it another way.

    A miniature learner explaining an idea with a drawing

    Dr. Wilfred teaches the idea using an explanation, a diagram or a worked example. Your questions guide what happens next.

    In wordsIn a pictureIn practice
  3. 03

    Try, with a little support.

    A miniature learner keeps the pencil while a tutor offers a small clue

    Make an attempt before looking at the answer. Ask for a hint. Explain your reasoning and check it against the course material.

    “Give me one hint, then let me try.”

  4. 04

    See what stays.

    A miniature learner solving a problem without an open answer

    Close the example. Explain the idea yourself or solve a fresh problem. Return to it later to see what you remember.

    Why independent practice matters

Different roles.
One learning process.

Dr. Wilfred

Personal teaching, feedback and a human view of what the learner needs. I build the assistant and guide how it is used.

Your AI assistant

A place to revisit an explanation, ask for a hint and practise between sessions. Its answers need checking.

You

The questions, the attempts and the thinking. The aim is understanding you can use with less help.

Before we begin

The setup,
made clear.

A MacBook for your workspace

A MacBook is part of the proposed setup. MacBook Air is Dr. Wilfred’s preference. We’ll check the exact model and operating-system compatibility before enrolment.

AI access and subscription

The programme plans to use Codex. Required access, student eligibility and any separate tool costs will be confirmed before you commit.

Teaching arrangements and fees

Supported subjects, session frequency and programme fees are being finalised. We’ll discuss these, your goals and parent or guardian involvement where needed before enrolment.

We’re starting with six students.

About the first cohort