MGXAI MECHANISTIC SYSTEMS Trademark

Computer systems analysis, namely, analysis of computational and automated systems for reconstruction of architecture, behavior, event sequences, and provenance; technological research and analysis in mechanistic systems reverse engineering, namely, reconstruction of computational systems comprising deterministic and AI-enabled components to identify interactions, dependencies, control flows, state transitions, permissions, provenance, and technical controls; providing online non-downloadable software for mechanistic systems analysis and reconstruction, provenance analysis, verifiable system records, and authorized reconfiguration, migration, and substitution of computational components while preserving system continuity and technical controls; artificial intelligence as a service (AIaaS) featuring software using artificial intelligence for mechanistic interpretability of AI models, namely, analysis of internal model features and computational pathways.