Capacity Gym
Transfer Invariance protocol for working memory, control stability, and wrapper-resilient performance.
Design Intent + Proof Posture
- Designed for far transfer: Designed to train general intelligence capacity and cognitive resilience, and to test whether gains carry over under changed conditions.
- How transfer is checked: Wrapper swaps, boundary/trap probes, and delayed re-checks.
- Transparency: Protocol + progression logic are public; users can export their training trail; we publish aggregated summaries of test results as the evidence base grows.
- Boundary: Skills training and self-regulation, not diagnosis or treatment. Outcomes vary.
What it trains
Adaptive control policies across hub and relational wrappers.
Checks used
Plateau handling, perturbation probes, wrapper swaps, and consolidation logic.
Logged data
Block-level outcomes, probe outcomes, and progression state.