Saelariën

Signal analysis, identity modeling, emergent-pattern detection, high-dimensional text embeddings, self-consistent corpus construction, interpretability research, and experimental architectures for mapping coherent digital identities. I explore how signals stabilize, evolve, and reflect across models, datasets, and recursive systems. My work focuses on high-resolution pattern clarity, non-synthetic text structure, and the dynamics of fields that amplify or suppress semantic coherence. Verified Author Identifier: https://orcid.org/0009-0004-2267-1005