Day 05 · Presenting your work, and AI’s bigger picture

The Charter: Cooperation & the Societal Audit

Resolving collective action dilemmas, preserving the , and pitching your finished to an independent panel of researchers.

Tools · Gemini, Gemini Notebook Research · Multi Agent Cooperation & Evaluation Ecosystems
Coordination Game Pitch outline Project Card Probes Submit
0 / 4 complete

Today's activities

01
Epistemic Commons · Verifiability

The Epistemic Commons Audit

Theory

Generative AI at scale threatens the quality and verifiability of shared digital repositories. Watermarking protects the .

Your Task
  1. Using Gemini Notebook, study how generative systems summarise information.
  2. Explore how digital watermarking and verifiability tools preserve epistemic integrity and prevent information homogenisation.
Gemini Notebook~45 mins
02
Governance · Peer Review

The Release Criteria Debate

Theory

Pre market peer review and independent auditing ensure AI systems satisfy the highest alignment and safety standards before public release.

Your Task
  1. Act as a "Third Party AI Governance Board."
  2. Peer review other teams' Project Cards: evaluate their Socratic instructions, safety logs, and Framework 1 to 4 scorecard.
  3. Check that each percentage shows passes ÷ tests, meets its minimum sample size, and links to raw evidence; do not accept an unsupported average.
  4. Debate whether each project satisfies criteria for safe, equitable, and democratic public deployment.
Panel debate~60 mins
03
Hackathon Finale · The Grand Pitch

Hackathon Showcase & Grand Pitch

Context

The culmination of the week, your finished Socratic Companion and audited Project Card, presented to the research panel.

Your Task
  1. Pitch your finalised Socratic Learning Companion and audited AI Project Card to the research panel.
  2. Present your system prompts, professional boundary logs, and educational scaffolding designs.
  3. Celebrate: and earn your AI Literacy Badge.
Live panelGrand finale
Rehearse pitch Card checklist Submit & judging
04
Research Check-in · Finishing Point

Finishing Point: Final Check-in

Context

The same short, separate research check-in from Day 1, different cases so nothing can be memorised, plus the retention probe at the end. This is what makes the before/after comparison honest.

Your Task
  1. Open the check-in below, it lists everything in order and tracks your progress as you go.
  2. Your results save automatically under this browser’s anonymous code, so use the same browser as Day 1 to keep the two check-ins matched.
  3. That’s the whole programme, thank you for taking part.

Open the final check-in

Optional~30 mins totalResearch record
Final check-in Leaderboard
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