Trinity
Compare independent candidates against evidence and trade-offs.
3 candidates retained for review
The model compares candidates on separate evidence and risk dimensions. It does not select or deploy a production solution.
- 01Common snapshot
- 02Independent branches
- 03Evidence comparison
- 04Retain Pareto set
Teaching model only. It does not call GenOS, execute agents, prove a claim, or represent a recorded run.
A question this model cannot answer alone
- Hypothesis
- At equal total compute, do independent candidates raise verified success over one candidate?
- Control
- One candidate with the same total token and time budget.
- Measure
- Verified success per unit cost; retain failures and correlated strategies.
- Falsifier
- No improvement across the preregistered task set, or an improvement that disappears after cost normalization.
Pre-register task population, software/model versions, random seeds, and a shared budget before running either arm. The browser simulation is not evidence for this hypothesis.