Semantic Boundary Bug Found in 14 Minutes
Darwin's autonomous trading architecture identified a semantic boundary bug in 14 minutes, correcting it to achieve full match results.
An audit of the experimental autonomous trading architecture, Darwin, identified a bug through a shadow producer comparing runtime behavior. The first complete diagnostic cycle evaluated 25 agents, resulting in 17 mismatches. The root cause was traced to a disagreement in the expected-value mechanism, which was corrected, leading to all matches in subsequent evaluations.