Recursive Improvement
Capture an outcome, gather authorized feedback, detect a gap, propose a change, run held-out comparisons, approve, release and monitor.
Improve outputs and workflow artifacts through measured comparison—not claims about consciousness or access to hidden reasoning.
Capture an outcome, gather authorized feedback, detect a gap, propose a change, run held-out comparisons, approve, release and monitor.
A sample baseline/candidate scorecard, a version decision and a reversible local audit trail.
Reject regressions, cap cost, require explicit approval and retain an operator-controlled stop and rollback.
| Metric | v1 | v2 candidate |
|---|---|---|
| Accepted outputs | 72% | 84% |
| Cost per task | $18 | $21 |
| Critical regressions | 0 | 0 |
Invented sample values. Not measured EnowAI results. $25 cost cap; maximum recursion depth 3.
Local state: baseline · Active version: v1
Self-reflection here means evaluating outputs and workflow artifacts. Hidden model reasoning is neither inspected nor displayed.
Bring research, product development and commercial planning into one reviewable workflow. The ASI Innovation App is a proposed coordination layer for teams with complex questions.
Specialized software-agent roles contribute distinct perspectives without replacing credentialed scientists or accountable decision-makers.
Research is more useful when a reader can distinguish a source, a hypothesis and an inference.
Bring the ambition. Let’s define the evidence, the boundaries
and the first meaningful experiment.