Research
Built through experiments, not claims.
Vespera is developed through governed historical environments, simulated market observation, independent review and controlled learning.
A good decision can lose. A bad decision can profit.Decision quality ≠ outcome
Student
Experiences the market.
The Student makes decisions from the evidence genuinely available to it at the time.
Teacher
Reviews afterward.
Independent critique is evidence, not authority. The Teacher does not directly rewrite the Student.
Learning Lab
Lessons must earn admission.
Proposed changes face baseline comparisons, replication, counterexamples and adverse-transfer checks before durable admission.
Current programme
Twenty-day research observation.
An existing governed Student campaign is being observed without intervention. The public layer is being prepared to expose admitted decisions, simulated account state and timestamped evidence commitments while keeping private prompts, internal traces and restricted market data private.