Choose the pathway that serves a real person, problem or opportunity.
Do now: Review three lesson artefacts and circle the work you want to do again.
Your next pathway is a hypothesis you can test, not a lifelong contract.A focused next step converts broad literacy into capability. Choosing by evidence prevents trend-chasing and subscription collecting.
Read your evidence
Review activities that felt useful, difficult or energising. Notice where another person valued the result and where you maintained accuracy, consent and human judgement.
Do not choose only from what felt easy. The strongest direction often combines interest, local demand and a skill you are willing to practise.
Match a pathway to an outcome
Choose AI for Business to improve operations and service; Earn with AI to build credible offers and media; Build with AI to create software and agents; AI, Work & Society to study impact and governance; Sector Studies for applied practice; or Teach AI to facilitate others.
Creators can enter the AI + YouTube Studio for a complete research-to-publication pathway.
Pathways organise practice; they do not replace local knowledge or professional qualifications.
Define a 30-day proof
Choose one deliverable small enough to finish and useful enough for someone to test. Define the audience, weekly milestones, evidence, safety boundary and feedback person.
Create a free learner account so progress and artefacts can move across devices. Upgrade only when a paid pathway provides value you are ready to use.
The next credential matters less than the next honest piece of work.