Diversity
Independent contributions
Role and model diversity create meaningful differences before cross-model influence.
L2 · Deliberation Engine
Provider ≠ role
A provider describes where intelligence comes from. A role describes what responsibility, objective, evidence boundary, and rubric it carries.
A synthetic expert organization
The goal is not theatrical personas. It is accountable responsibility.
One model may participate as an engineer and a risk analyst under separate instructions and evidence access. Different providers may occupy similar roles to reduce dependence on one model family.
FounderCustomerEngineerInvestorMarket AnalystRisk AnalystSecurity SpecialistDevil’s AdvocateFact CheckerResearcher
Deliberation mechanisms
Challenge
Adversarial review
Critique and counterargument test the strongest version of a proposal, not a straw man.
Revision
Positions can move
A changed view remains attached to the evidence and challenge that caused the revision.
What a role should define
01Objective
What the role is trying to protect or discover
What the role is trying to protect or discover
02Boundary
Which evidence and context it may use
Which evidence and context it may use
03Rubric
How its contribution will be evaluated
How its contribution will be evaluated