Fix architectural audit bugs in explicitly manifold, engine, math builder, and subconscious

Integrated non-deterministic ToolManager with Wikipedia geometric grounding

Integrated Autopoietic Loop and Geodesic Co-Evolution

Apply critical system fixes for PMCA Engine

feat: implement Topological Attention, Eigen-Grafting, and Geodesic Language Synthesizer

feat: surface topological geometric grammar labels to the UI instead of UNKNOWN

feat: implement Geospatial and Thermodynamic Persistence Architecture with modular XLA rendering

Build Persistent Language Manifold and Autopoietic Feedback Loop

Implement autonomous reasoning differentiator and fix Hugging Face volume mount path

Hardcode Operator 7 (Identity), 12 (Analogy), and 14 (Dreaming) directly into the Hugging Face UI

Expose raw geometric tensors to UI and implement Hugging Face persistent disk storage

Implement Proactive Autonomy and Open Data Ingestion Door

Implement Linguism and Meta-Processor for Gen-7 synthetic consciousness substrate

Implement Word2Vec semantic vector hookup and fix tokenizer punctuation parsing

Update physics engine to perfectly match Aetherius Principia mathematics (Christoffel symbols, Ricci Tensor, Perelman normalization, Subconscious Annealing, Formal Semantic Predicate)

Upgrade Engine: Implement Dual-Parsing (Math Solver) and Language Synthesis

Deploy Aetherius Unified Engine v1.0 and Formal Mathematical Manuscripts