AI professional learning

Use AI where it helps. Be human where it matters.

A three-level professional learning series for educators — from building a defensible position on AI, to working with it day to day, to designing systems that hold up across a school.

Why this series

Not an AI tools course. A professional judgement course.

Written for any educator — pre-service, graduate, classroom teacher or school leader. The goal is neither maximum AI use nor avoiding it altogether: it's worthwhile assistance, guided by educational purpose, with your professional judgement intact.

Position before tools

Decide where AI belongs in your practice before you change a single routine.

Full editable decks

Every workshop is a complete PowerPoint you can self-study or present to staff.

Instant access

One $49 payment unlocks all five workshops in the level, downloadable straight away.

The series

Three levels, five workshops each

Each level is $49 and includes all five workshop decks. Start with Foundation — Intermediate and Advanced are being released next.

Level 1
Available now

Foundation — Thinking Professionally About AI

Use AI where it helps. Be human where it matters.

Where AI belongs in professional teaching practice — and where your judgement is irreplaceable. Five workshops that build a clear, defensible professional position on AI before you change a single routine.

$49

all 5 workshops

  • A professional position on AI you can explain to colleagues, leadership and parents
  • A method for breaking a task apart before deciding what to delegate
  • The ability to judge what an AI actually knows — and what it is only inferring
  • A human–AI workflow with judgement checkpoints built in
One payment. Every deck in this level, instantly.
Use AI Where It Helps. Be Human Where It Matters. — sample slide
01

Use AI Where It Helps. Be Human Where It Matters.

Where AI should sit in professional practice — delegation without abdication, and three questions to ask before you use it.

Preview a slide Included in Foundation level · $49
Deconstruct the Work, Then Decide What to Delegate — sample slide
02

Deconstruct the Work, Then Decide What to Delegate

Teaching tasks contain processing, production and judgement. Pull them apart first, then choose what AI should contribute.

Preview a slide Included in Foundation level · $49
What Does the AI Actually Know? — sample slide
03

What Does the AI Actually Know?

The difference between general knowledge and your classroom evidence — and which claims an AI can legitimately make.

Preview a slide Included in Foundation level · $49
Evidence, Inference and Uncertainty — sample slide
04

Evidence, Inference and Uncertainty

How to interrogate an AI's claims, separate evidence from inference, and set an appropriate level of reliance.

Preview a slide Included in Foundation level · $49
From AI Output to Human–AI Workflow — sample slide
05

From AI Output to Human–AI Workflow

Turning one-off outputs into a repeatable workflow with human judgement at every checkpoint.

Preview a slide Included in Foundation level · $49
Level 2
Coming soon

Intermediate — Working Professionally With AI

From position to practice.

Putting your professional position to work — planning, assessment, feedback and communication with AI in the loop, without losing the thinking that makes teaching work.

$49

all 5 workshops

Level 3
Coming soon

Advanced — Designing Professional AI Systems

Build it properly, or don't build it.

Designing AI-supported systems across a faculty or school — accountability, data, equity and the professional standards that have to hold when the system scales.

$49

all 5 workshops