What Counts as Proof-of-Work

GAIDL accepts public artefacts that demonstrate responsible, useful, and verifiable generative-AI-assisted knowledge work.

Accepted proof categories

  • Codebase built with AI coding assistants
  • AI-assisted book, report, guide, or technical manual
  • Research workflow, literature map, or evidence synthesis
  • Business workflow, market analysis, or operating procedure
  • Creative work with documented human direction
  • Automation workflow, agent workflow, or AI project
  • Data analysis, notebook, dashboard, or reproducible report
  • Educational resource or learning portfolio

What reviewers look for

Reviewers look for AI literacy, workflow discipline, human judgement, verification, and public usefulness. The submission does not need to be perfect. It must be honestly represented, inspectable, and clear enough for review.

GAIDL validates responsible human operation of generative AI systems through visible work.