The-AI-Alliance/open-trusted-data-initiative

[Task/Feature/Issue] Define the V0.4 dataset openness requirements

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#215 opened on Nov 13, 2025

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enhancementhelp wantedopen data spec

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Description

Is there an existing issue for this?

  • I have searched the existing issues

Task/Feature/Issue Details

This iteration explores topics like what to do about datasets with restrictions, but still "open in spirit" or datasets that need to remain closed for "legitimate" reasons, but would like to benefit as best they can from our work.

Additional Context

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Contributor guide

Research direction
Explore the landscape of dataset openness definitions and propose criteria for V0.4, considering partially open or restricted datasets.
Tech stack
None
Domain
data
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
None
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
85