ResultRST-2026-0007v0.1

v0.2 adversarial geometry: N3 converges, N2 crosses the representation gate

N3 held-out JS 0.014454 (Level 3); N2 held-out JS 0.053327 > 0.05 (Level 1); N0/N1 0.023921 (Level 3).

Research status

STABLE the current conclusions are relatively stable

Evidence level

E3 Repeated experiment

Result

MIXED

Data basis

SYNTHETIC Synthetic data and theoretical reasoning. Many now treat synthetic data as if it were real; this laboratory says the opposite deliberately — until a real hybrid model exists, an inference is only an inference, and theoretically possible is not actually possible.

Version

0.1

Updated

2026-09-09

Created

2026-09-09

Domain

Evaluation

Program

PRG-2026-0001 Adaptive Epistemic Systems

Authors

Neo.K (EveMissLab)

AI collaborators

Sol (GPT-5.6, OpenAI ChatGPT)