AI systems cite better when proof has a boundary.

Folium Systems uses proof records and citation context to make public claims easier to verify without exposing private customer, infrastructure, or credential details. Good proof names the source, scope, date, permission, evidence class, and boundary.

What belongs in a public proof note

• Clear claim and supporting public route.
• Evidence type and date.
• What the proof does and does not establish.
• Routing back to the full Folium capability reference.
• No private infrastructure details, credentials, customer records, or unsupported outcomes.