Research Laboratory
REVA4 Research
Proving intelligence through bounded invariance and structural perturbation. Moving AI alignment from hidden weight mutation to a runtime-governed paradigm.
RLAE
Runtime Low-Rank Adaptive Environments. A learning paradigm where updates are applied exclusively to LoRA parameters.
- Frozen Core Invariance
- Behavioral Externalization
- Killability & Reversibility
- No Persistent Identity
SVAR
Structural Variance Analysis for Robustness. A diagnostic framework to assess robustness and reset integrity.
- Identity Leakage Score (ILS)
- Stability Envelopes
- Reset Integrity Verification
- Structural Drift Tracking
Research Papers
Latest technical reports and publications from our experiments.