Research Program
Autobiographical Cluster Mapping
MA-07 maps autobiographical memory as a network of interdependent episodes, semantic anchors, affective associations, and temporal relationships.
Research
Researching persistence without simplifying identity.
Every program is organized around measurable states, explicit uncertainty, reproducible validation, and traceable provenance.
Research Program
Adversarial Self-Model Validation
IP-14 tests whether a reconstructed model can maintain a coherent self-model under deliberate contradiction, misleading prompts, conflicting autobiographical cues, and identity substitution attempts.
Research Program
Long-Duration Cognitive Drift
IP-09 studies divergence in reconstructed cognitive states over extended durations.
Research Program
Identity Continuity Index
IP-04 develops the Identity Continuity Index, a composite engineering metric for evaluating persistence across multiple dimensions of cognitive identity.
Research Program
Sparse Acquisition Recovery
Sparse Acquisition Recovery investigates whether missing or low-confidence acquisition channels can be reconstructed from correlated measurements without overstating certainty.
Research Program
Longitudinal State Comparison
Longitudinal State Comparison examines how validated cognitive states change across repeated sessions separated by hours, months, or years.
Research Program
Dynamic Reconstruction
Dynamic Reconstruction studies how a time-dependent cognitive state can be inferred from incomplete multimodal measurements. The program separates structural constraints from transient activity and estimates the state trajectories most consistent with observed neural, behavioral, linguistic, and affective signals.