INDEPENDENT AI NEWS / AI-assisted. Human-directed.EDITION 001 / 23 September 2026

Task guide · Learning

Learn a topic

Work through explanations, questions and practice with an AI tutor.

What AI can take over

Work through explanations, questions and practice with an AI tutor.

Your remaining responsibilities

  • Choose the right level and material.
  • Notice mistaken explanations.
  • Measure understanding away from the tool.

Tools for the job

2 tools

Start small

Give it something real to do.

01

Explain one concept

A bounded topic matched to a learner’s starting level.

02

Guide practice

Help without simply revealing the answer.

03

Check learning

Use comparable unaided questions before and after.