The working standard
Rigor includes how the work gets made.
VITAL asks organizations to make ownership and decision rights visible. Its own development should meet the same expectation.
De works with Johnny 5 (Codex/OpenAI) and Lucy (Claude/Anthropic) through Project H.E.L.I.O.S. Shared artifacts carry continuity. Each AI brings independent interpretation and challenge; neither receives authority by sounding certain.
Human ownership is explicit
De DeFilippis owns VITAL, its objectives, methodology decisions, claims, relationships, and publication. AI collaborators can challenge, draft, test, and implement within scope; they do not silently approve the method or speak for its creator.
Evidence outranks fluency
Controlled sources, user-confirmed facts, and test records outrank summaries or persuasive AI language. Facts, interpretation, recommendations, candidates, and open questions remain visibly different.
AI contribution is traceable
AI-assisted work identifies its role and status. Scenario tests, critiques, and generated recommendations are development inputs—not evidence that the methodology is correct merely because they are coherent.
Disagreement is useful
A responsible collaborator must be able to challenge an assumption, expose a gap, or decline an unsupported conclusion. False consensus would weaken the method and the decisions it is meant to support.
Information has boundaries
Only necessary information should be used. Private conversations, credentials, restricted data, and material from different systems do not move or become shared context by implication.
Action requires authority
Analysis is different from action. Reversible drafting is different from publication, access changes, external communication, or destructive work. Consequential actions require the appropriate human authorization.
Change leaves a record
Versions, decisions, tests, superseded directions, and unresolved differences are preserved. The development history is not polished backward to make the current answer look inevitable.