AI CONFORMITY INSTITUTE — DATA POLICY

Data Licensing

The Council of Thinkers deliberation dataset is owned by the AI Conformity Institute. Published reports are freely accessible. Raw data — full model outputs, per-step JSON, vote scores, and bulk archives — is licensed under the terms below.

WHAT THE DATASET CONTAINS
Deliberation records
Full model-level outputs for each step of the TEC-PISCO and specialist workflows.
Vote scoring data
Per-model importance (1–10) and probability (0–1) scores, with aggregated weighted results.
Synthesis traces
The collation and synthesis steps — how the final report was derived from component analysis.
Methodology metadata
Model IDs, temperatures, seeds, token counts, and duration per call. Full audit trail.
Member observations
The public observation thread on each report — formal analysis filed by League members.
Topic suggestion log
AI-generated follow-up topics proposed during each session — the research agenda pipeline.
LICENCE TIERS
PUBLIC ACCESS
Free
No licence required
  • All published final reports
  • Deliberation summaries
  • Member observation threads
  • Citation and commentary
Attribution required: "Council of Thinkers / AI Conformity Institute"
ACADEMIC LICENCE
By agreement
Non-commercial research
  • Full model-level output JSON
  • Vote scoring datasets
  • Methodology metadata
  • Bulk archive access
  • Commercial use excluded
Apply for Academic Licence
COMMERCIAL LICENCE
By agreement
Commercial and enterprise use
  • All academic licence rights
  • AI training dataset use
  • Product and API integration
  • White-label reports
  • Custom research commissions
Enquire about Commercial Licence
ATTRIBUTION REQUIREMENTS

All use of Council of Thinkers outputs — whether under public access or a licence — requires attribution:

Council of Thinkers / AI Conformity Institute (2026). [Report Title]. Available at: councilofthinkers.com/research/[id]

© 2026 AI Conformity Institute · All deliberation outputs owned by the Institute

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