Workstream 01
Define behavioral carriers and reproducible policy-groove records
AI Labs FutureWorks Research profile
Reproducible behavioral tendencies and the mechanisms through which agents retain and transfer them.
A Archetypal AI research initiative
Archetypal DNAAgent behavior
Archetypal DNA studies the persistent specifications and mechanisms that shape an agent's behavior. Its current research direction distinguishes a versioned behavioral specification from its executable carrier: retained memory, procedures, routing, adapters, model weights, or other permitted interventions. The first proposed study focuses on evidence-based dissent under peer pressure. It tests whether an agent can challenge incorrect claims, incorporate valid evidence, complete feasible work, and preserve authorization boundaries, with removal and restoration tests to identify what caused any measured effect.
The research question
Research workstreams
Define behavioral carriers and reproducible policy-groove records
Compare contextual, memory, adapter, and representation interventions
Test persistence, transfer, collateral effects, and removal/restoration
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.
Explore Archetypal AI
Archetypal LLMsArchetypal AI · Research design
Language models shaped by organizational policy, decision logic, and structured archetypal feedback.
Archetypal EmergenceArchetypal AI · Research design
How tasks, incentives, interaction, and institutional context shape collective agent behavior.
Decision Source of Record (DSR)Archetypal AI · Research framework
A durable, reviewable record connecting a decision to its rules, evidence, rationale, and disposition.