Research artifacts at different stages: working papers, exploratory studies, and a curated public package. This index does not imply that every item is a finished or peer-reviewed paper. Each folder defines its evidence, claim limits, and reproduction steps.
| Project and artifact | Status | Scope and claim boundary |
|---|---|---|
| DTBR-MC · working paper | Internal-review draft; references still need verification. | A non-predictive Monte Carlo consistency audit of long-term hazard-warning assumptions. |
| Green Hypercube · manuscript | Draft; author confirmation and TODO items remain. | Tests how coverage and reward-density artifacts can inflate apparent structure in plant-data search. |
| Grokking Scaling Theory · project guide | Empirical research artifact; more runs, tests, and manuscript cleanup remain before publication. | Tests scaling and order-parameter claims around grokking; current evidence does not establish universal architecture-independent laws. |
| TOK · project guide | Curated public package of selected research freezes and a toy reference pipeline; the full internal engine is not included. | Demonstrates auditable, human-gated research artifacts; it does not autonomously update evidence or production systems. |
| Vital Language · interim findings | Exploratory research system; findings are interim and conditional. | Tests controlled generation, coherence, and vitality; current results do not show reliable improvement over ordinary sampling on meaningful vitality proxies. |