Evolutionary Test-Time Compute
Adapt → Propose → Cascade → Prune (Θ + decay) → Train → Build primitives
Run an evolution to populate the selection tree.
Evolution parameters
3
3
2
0.08
0.25
24
Ecosystem tools & skills
Ground the run in real evidence before it evolves. Leave everything unselected to let the loop choose its own tool calls.
Metabolic worker
F(t) = F₀·e^(−λΔt)
Background sweep decays unused lineages off the main thread; useful recalls inject fitness.
Awaiting first sweep…
Policy weights (REINFORCE)
decomposew 0.000 · π 16.7%
analogizew 0.000 · π 16.7%
simulatew 0.000 · π 16.7%
constrainw 0.000 · π 16.7%
invertw 0.000 · π 16.7%
synthesizew 0.000 · π 16.7%
Attention memory (top-K)
No adapted state yet.
Built primitives
Primitives crystallize after a run completes.