THE KEYNOTE QUESTION

What is learning when AI can do the work?

A polished artifact no longer tells us enough. This companion helps you name the human work, audit one task, and redesign one piece so understanding becomes visible.

The current audience release is open now. Live-event polling stays separate, and nothing you enter in the planning tools is sent to us.

BEFORE YOU USE ANY OF THIS

This companion is built for adult educators, not for independent student use. The examples are illustrative, and anything an AI produces needs your review before it reaches a student or family. Whatever you try: follow your school or district's policies on AI, student data, and privacy—including your FERPA and COPPA obligations—and keep student information out of unapproved systems. Your professional judgment governs.

KALAHARI · AUGUST 4–5, 2026

One place for both days.

The complete keynote experience, breakout materials, standards demonstration, downloadable tools, and source trail are collected in the unified Resources library.

Tuesday · August 4

4:00–4:55 PM

The Shortcut Lab

Zambezi · hands-on breakout

Wednesday · August 5

8:30–9:25 AM

The Shortcut

General session · keynote

Wednesday · August 5

10:30–11:25 AM

The Shortcut Lab · encore

Nile and Orange · hands-on breakout

WHAT WE PROTECT

Five capacities. One destination.

The products may change. These are capacities a learner must develop—not five new things to submit.

Memory

Internal material thinking can work with.

Judgment

Deciding what is true, useful, ethical, and worth doing.

Dialogue

Making thinking public through listening, pushback, and revision.

Productive Struggle

Purposeful friction where skill and durable understanding form.

Agency & Authorship

The learner's ownership of thought, choice, revision, and action.

THE DESTINATIONAuthentic understanding

PARTICIPATE

Capture what you are noticing.

Optional reflection for the keynote or the ride home. Nothing is submitted, scored, or sent anywhere.

Private by design: entries stay in this browser unless you copy or export them. Work from a de-identified example—no student names, student work, or family information.

AUDIT

What does this task actually prove?

Use a real assignment, prompt, discussion, check-in, project, or assessment. Be literal before you redesign anything.

Private by design: entries stay in this browser unless you copy or export them. Work from a de-identified example—no student names, student work, or family information.

3. The Shortcut Test

If a student pasted your directions into an AI tool, how much of a full-credit submission might come back? Estimate here; if you run it for real later, use a de-identified copy in a tool your school has approved.

4. The biggest cost

If AI did the hidden work, which capacity might never develop?

REDESIGN

Make one piece of human work unavoidable.

Do not rewrite the entire assignment. Choose one capacity, one component, and the smallest move that makes learning visible.

Private by design: entries stay in this browser unless you copy or export them. Work from a de-identified example—no student names, student work, or family information.

Wellness gate

My grading load after this redesign is…

STANDARDS DEMO

The tool can build the path. The teacher chooses the destination.

A step-by-step walkthrough of the live Unpacking Standards tool: pick a real first-grade Ohio standard, watch its own words come apart, and see every planning resource it hands back — with the teacher's judgment kept in charge at every step.

Real captures of the live tool. Every screenshot and screen recording below was taken from the working tool at whatlearningbuilds.org using the official Ohio Grade 1 Mathematics 1.OA.7 wording. It contains no student data, and teachers can follow the same steps at their own pace — or jump straight in with the link at the end.

Find the standard

Start from the official wording

The Unpacking Standards tool with 'equal sign' typed in the search box and Ohio 1.OA.7 listed as a ready, covered standard.

Search by code or plain words — here, Ohio Mathematics 1.OA.7: 'Understand the meaning of the equal sign, and determine if equations involving addition and subtraction are true or false.' Every standard in Ohio's core four is listed, and coverage is stated honestly: unpacked standards say ready, the rest say not yet covered — never silently filled in.

Teacher judgmentThe teacher picks the destination before AI organizes anything. The tool starts from the official text, never a paraphrase.

1 of 7

DECIDE

Write the boundary students can understand.

Color the task part—not the whole assignment. The because clause names the learning, not merely the rule.

Private by design: entries stay in this browser unless you copy or export them. Work from a de-identified example—no student names, student work, or family information.

AI boundary for this task part

RETURN LATER

Leave with a usable artifact—not another open tab.

Export your private working copy, revisit the tools, or go deeper into the ideas and evidence behind the keynote.

Keep your work

Download a plain-text copy that opens anywhere and can be pasted into a planning document or LMS.

ONE QUESTION TO KEEP

What did this task require the student to do that mattered?