Contribution to the handbook
Supporting · Assessed 2026-10-27
The reported availability of a training and evaluation dataset and supplementary seed questions is useful background for readers assessing the study. The evidence does not establish that these materials are complete or sufficient to reproduce the analyses.
Does this challenge the goal?
In-scope gap
Knowing what study materials are reported as available can inform scrutiny of evidence within the existing exploration; the question does not challenge its goal.
This asks about one study’s materials, not a general governance-system transparency design.
Why this category?
- context for scrutinizing evidence
The supplied account does not establish completeness, reproducibility, or access to every supplementary research material.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
Tests, stop conditions and unresolved work →
Read the exploration goalNew evidence is being assessed. Any answer below is provisional; parts whose evidence changed or was withdrawn are withheld.
Identify the materials the authors say are available and where they say readers can find them.
What we can say so far
The authors say the question and human-feedback dataset used to train and evaluate the Habermas Machine is publicly available. They say the full set of seed questions is in the supplementary materials.
What remains open
- The dataset’s completeness and whether it permits reproduction of the analyses are not established; those matters are beyond the stated obligation.
Conditions and limits
- This is an account of what the authors report in the article, not independent verification.
- The supplied materials do not include the supplementary materials or specify a dataset repository or URL.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
supports
Some research materials are public The authors report that the question and human-feedback dataset used to train and evaluate the Habermas Machine is publicly available, and that the full set of seed questions is in the supplementary materials.
Reports that the dataset is publicly available and the full seed-question set is in the supplementary materials.
AI can help humans find common ground in democratic deliberation
Read full source: AI can help humans find common ground in democratic deliberation (opens in a new tab) ↗Read source discussion: AI can help humans find common ground in democratic deliberation →