Handouts and slides

Printable, editable, and accessible materials

Every worksheet, chart, template, and slide deck of the course, with its web version, its printable PDF, its editable source, and its license.
Modified

30 October 2026

Each handout has these forms:

All exercises work on paper, in a Word file on a laptop, or on a flipchart. No exercise needs an online whiteboard or an account.

Two sheets for the course day

Each participant gets two double-sided A4 sheets. Print them in landscape, double-sided, flipped on the short edge. The Word versions let participants type their answers. Both sheets adapt Liberating Structures Panarchy. They carry CC BY-SA 4.0. Keep this license when you adapt them.

Sheets for the course day
Handout Front Back Downloads License
Sheet 1: Research Use Card and Panarchy Chart Instructions and Research Use Card Panarchy Chart PDF · Word CC BY-SA 4.0
Sheet 2: Opportunities & Barriers and Action Plan Opportunities & Barriers, Block 1 and Block 2 Action Plan PDF · Word CC BY-SA 4.0

Groups record their work on a flipchart or in a shared document. No exercise needs sticky notes.

Panarchy: diagrams and a fictional example

Panarchy diagrams
Handout Purpose Downloads Editable diagram License
Panarchy example A fictional completed chart PDF SVG CC BY-SA 4.0
Panarchy Chart of Sheet 1 Challenge, influences, and five levels — SVG CC BY-SA 4.0
Blank Panarchy chart Five levels, for a flipchart or a wall — SVG CC BY-SA 4.0

The facilitator guide lists all materials.

Follow-up task

Follow-up task
Handout Purpose Downloads License
Use Statement template Seven headings with guiding questions Markdown · Word · PDF CC BY 4.0
Shared risk worksheet Optional: twelve fields to prepare the statement PDF · Word CC BY 4.0
Fictional worked example Optional: a completed risk worksheet for an invented use PDF CC BY 4.0

Slide decks

The decks are Reveal.js presentations. Use the arrow keys to move. Press S for the presenter notes, F for full screen, and ? for all keyboard shortcuts. The decks contain no dates or venues, so they serve every edition.

Slide decks
Deck Topic License
Orientation The question of the day, four lenses, Research Use Card CC BY 4.0
Lens 1: Scale and environment Footprint and provenance, the BLOOM case CC BY 4.0
Lens 2: Representation and Displacement Datasets and stereotypes, the LAION-5B case CC BY 4.0
Lens 3: Lifecycle and labor Hidden labor, the Kenyan labeling case CC BY 4.0
Lens 4: Political economy Power, “open” claims, the EU AI Act CC BY 4.0
Panarchy Block 1, Block 2, and the individual Action Plan CC BY-SA 4.0
The course day All slides of the course day, for the room screen CC BY-SA 4.0

The decks are available as HTML only. PDF versions follow after a check of their legibility and accessibility.

Figures

The case figures are original drawings under CC BY 4.0. Each SVG file holds a title and a description for screen readers. You can edit it in any vector editor or text editor.

Case material

  • A random sample from LAION: entries loaded live from their original sources, with captions and similarity scores, for Lens 2. License: CC BY 4.0 for the page. The rights in the images stay with their creators.
  • Build script: scripts/build_laion_sample.py. It writes sample.json from the raw sample, and the HTML fragments of the page and the slides from sample.json. The raw sample and all images stay outside Git.
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