Autonomy without uncontrolled learning.
Vespera is designed so that autonomy, evaluation and learning do not collapse into one uncontrolled loop.
What was knowable then matters.
Future information is not allowed to leak backward into earlier decisions. Provenance, timing and uncertainty are treated as first-class parts of the intelligence.
The future is never allowed to explain the past before it happened.
Temporal discipline
Decision quality is evaluated against the evidence available at the time, not later information.
Evidence discipline
Observation, interpretation and hypothesis remain distinct. Missing evidence remains missing.
Controlled learning
Lessons are proposed after experience, tested independently and admitted only when they demonstrate measurable value.
Responsible autonomy
The intelligence can investigate and decide within explicit boundaries while execution authority and safety constraints remain governed.
Experience. Evaluation. Admission.
Market experience is preserved first. Evaluation follows afterward. Proposed improvements must then survive governed testing before becoming durable knowledge.