Canonical IVA visual / 02
Everything Is Context
AI expands what an organization can retain, retrieve, and connect. People still govern evidence, access, authority, tradeoffs, and accountability.
- Author
- Evan Micheal Foster
- Published
- July 13, 2026
- Version
- 1.0
- Format
- 16:9 / 2400 x 1350
What the diagram establishes
A usable model, not decorative artwork.
Retain before relevance is known
The formal record and the context people once discarded remain available with provenance, timing, ownership, relationships, and access rules.
AI retrieves and relates
Machine reasoning can connect records that human attention could not keep active. Retrieval does not approve an institutional action.
People retain authority
Humans validate evidence, set access, assign authority, approve tradeoffs, and record accountability before a decision, plan, objective, policy, or review becomes official.
Image description
Alt text and caption
Diagram of the Everything Is Context human-AI governance interface. An authorized organizational memory contains formal records and context humans often discarded, including drafts, objections, workarounds, meeting notes, failed attempts, and tacit knowledge. AI retrieves and relates the records, five human-readable ledgers organize the result, and people govern evidence, access, authority, tradeoffs, and accountability before institutional action.
Everything is context. Inclusion is not belief. Retrieval is not authority. AI connects the larger record set while people decide what the evidence supports and what the organization is authorized to do.
Citation and reuse
Keep the source attached.
Foster, E. M. (2026). Everything Is Context and the Human-AI Governance Interface (Version 1.0) [Diagram]. Integrated Value Architecture. https://doi.org/10.5281/zenodo.21340455
Linking and citation are welcome. Third-party reproduction, adaptation, commercial use, or incorporation into another method requires written permission. See the IVA license boundary.