Workstream 01
Decision schemas linking context, evidence, policy, and authority
AI Labs FutureWorks Research profile
A durable, reviewable record connecting a decision to its rules, evidence, rationale, and disposition.
A Archetypal AI research initiative
Decision Source of Record (DSR)Decision evidence
Decision Source of Record research investigates how organizational decisions can become inspectable institutional memory. A record connects the context of a case with applicable policy, the evidence considered, the decision authority, the disposition, and routes for review or appeal. The goal is to preserve the basis for a decision so later systems and people can challenge, compare, and reuse it within the right scope. A case record remains distinct from a general rule: turning an earlier decision into reusable precedent requires additional review.
The research question
Research workstreams
Decision schemas linking context, evidence, policy, and authority
Review, dissent, appeal, remediation, and closure
Scoped retrieval and promotion from cases to precedent
Evidence priorities
The initiative is framed around testable questions. Its research direction should be assessed against observed evidence and the limits of each experiment.
Research goals and proposed mechanisms are not established findings. Product-linked tracks describe the research behind a capability, rather than a claim that its hypotheses have been validated.
Associated company
Archetypal AI Research for emergent behavior and alignment; Guarded for operational governance, audit, compliance, and risk.
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