Andreas Ehstand

AI researcher · systematic terminology of human-AI interaction phenomena. Developer of NEOMANITAI Knowledge Graph (6,000+ terms across 54 domains), AUGMANITAI Compendium (2,000+ bilingual terms), PERMANITAI (substrate-independent performance factor theory) and ROBMANITAI (robotics vocabulary). Research focus: performance factor analysis, cognitive inheritance, robotics, swarm intelligence, sport-biomechanics-to-AI transfer. ~50,000 documented human-AI interaction turns. ISO 704/1087/30042. CC BY-NC-ND 4.0. Public Citation Gateway: DOI 10.5281/zenodo.19691495. ORCID 0009-0006-3773-7796.