panjose

Run the full Co-Scientist pipeline for one research run.

Evaluate whether a hypothesis newly entered the current top-k set and update the convergence counter deterministically.

Assemble a dashboard-ready snapshot from the canonical state.

Choose exactly one concrete evolution strategy for the active evolution round.

Run the assumption decomposition and deep verification review for a hypothesis.

Run the iterative evolution loop from the current persisted run state until convergence.

Generate exactly one child hypothesis that improves logical coherence, causal consistency, and assumption hygiene.

Generate exactly one child hypothesis by combining complementary strengths from multiple parent hypotheses.