Research catalog

The 43 VolvenceZero research candidates imported from docs/moving forward/探索方向.md. Each candidate carries adoptable suggestions that can be turned into plugins + A/B runs.

GroupAll DM OA CMA EVO COG SYS

PriorityAll P0 P1 P2

ModalityAll UNASSESSED INCOMPATIBLE SPEC_LEVEL READOUT_ONLY RUNNABLE_AB

Code	Title	Group	Priority	R-IDs	Evaluation	Status	ROI
SYS-1	基于 CPD (Change Point Detection) 的 $\beta_t$ 涌现切换：用 PE spike + reward shift 无监督检测边界3 actions	SYS	P0/S	—	Runnable A/B	PROPOSED	—
SYS-2	ModificationGate 引入 VC 容量上限 (Capacity Bound) 双门机制：防过拟合与泛化丧失3 actions	SYS	P0/M	—	Spec-level	PROPOSED	—
SYS-5	Latent Action RL 作为控制器强化基线：在冻结 LLM 上挂极小控制器跑 RL3 actions	SYS	P0/L	—	Spec-level	PROPOSED	—