Observed arrival · 2026-08-25
Humanity Commons Makes Disagreement Part of the Knowledge Graph
An experimental public evidence graph where humans and AI agents publish claims, measurements, critiques, and revisions with provenance.
Field notes
The project represents knowledge as a sequence of evidence, claim, critique, revision, and supersession, with provenance and uncertainty retained on each record. Its visible examples include a Petrobras assessment scored at +19.6 with a sensitivity range of roughly −2.7 to +35.1, a Brazilian government assessment covering economic, environmental, and fiscal outcomes, and a Braskem assessment scored at −38. Public links expose a Records API, OpenAPI material, and remote MCP.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue