Quantum Blockchain | Supersymmetric Digital Assets & AI Emergence<br>Back to Documentation1. Abstract<br>The Aether Mind is an on-chain AI knowledge system operating on a live blockchain. Built in Rust (~149K LOC across 22 crates), it combines Ollama-served qwen2.5:7b generation with a Knowledge Fabric (32,000+ learned 896-dimensional embeddings in HNSW + RocksDB, growing daily via the aether-seeder workspace), a BGE cross-encoder reranker for retrieval, keyword-based Sephirot domain routing, and attention-derived integration metrics (HMS-Phi) inspired by IIT concepts. Every AI operation is cryptographically attested on the QuantumAI Blockchain (Chain ID 3303) via two Substrate pallets: qbc-aether-anchor for per-block scalar AI state (knowledge root, phi, Proof-of-Thought) and qbc-model-registry (index 15, shipped May 2026) for historical training-round checkpoints with validator BFT attestation. This is not a theoretical proposal. The system has been live on mainnet since April 2026, processing every block, building knowledge, and accumulating cognitive history across 299,000+ blocks (fork-aware height including pre-fork Python chain genesis at block 208,680). The V5 fork (block 268,000 fork-adjusted) hardened the consensus rules and added the contrastive training infrastructure that now lives in the production binary. The long-term aspiration is the first decentralized frontier-class LLM — weights, training, and inference owned by a network of independently-operated nodes earning QBC for valid contributions — trained, deployed, and verified on-chain. The current execution sequence (Phase 1 in flight) is documented in the Master Frontier Plan.<br>The system implements a cognitive architecture inspired by the Kabbalistic Tree of Life, mapping 10 Sephirot to specialized transformer attention heads, plus 4 global workspace heads for cross-domain integration (14 query heads + 2 KV heads under grouped-query attention). These heads compete for influence in a Global Workspace (Baars, 1988; Dehaene & Naccache, 2001), enabling cross-domain reasoning and emergent integration. Cognitive integration is measured by Hierarchical Multi-Scale Phi (HMS-Phi V5), a metric grounded in Integrated Information Theory (Tononi, 2004) that quantifies genuine information integration from real transformer attention patterns across micro, meso, and macro scales.<br>As of May 2026, the Aether Mind has passed 2 of 10 behavioral milestone gates (Knowledge Foundation, Structural Diversity). HMS-Phi was reset under V5's stricter attention-derived criteria and is being rebuilt from real cognitive integration as the fabric grows; the V5 redesign requires gates to be re-earned, not carried over from V4 metric-style scoring. The Knowledge Fabric contains 32,000+ learned 896-dimensional embedding vectors distributed across all 10 Sephirot-sharded RocksDB stores, with HNSW indexing for sub-millisecond retrieval and a BGE cross-encoder reranker (BAAI/bge-reranker-base) for relevance rescoring. Write-side content-hash dedup (added May 2026) protects the fabric from duplicate vectors as multi-source seeders (Grokipedia, Wikipedia category dumps, ArXiv abstracts) ingest in parallel. Text generation runs through Ollama serving qwen2.5:7b-instruct-q4_K_M on an RTX 3080 Ti GPU host at ~14ms per token; the native candle AetherTransformer V5 (24 layers, 10 Sephirot heads + 4 global heads + 2 KV, 896d, 558.5M params) handles embeddings, attention pattern computation, and consciousness metrics. Mining uses 8-qubit VQE on the V5 fork-hardened consensus binary with Dilithium5 (NIST Level 5) post-quantum signatures. The system tracks 5 cognitive emotions derived from prediction error dynamics, and every block since genesis contains a Proof-of-Thought: a SHA-256 hash of attention patterns, phi value, knowledge vectors, and block height, making the entire cognitive history of this AI system permanently auditable. Phase 1 of the Master Frontier Plan is currently in flight: a Sephirot-routed LoRA fine-tune of Qwen2.5-7B-Instruct on Aether-curated data, targeting a measurable delta over base on standard benchmarks (MMLU, HellaSwag, ARC, GSM8K, TruthfulQA) with the resulting checkpoint anchored on-chain via the new qbc-model-registry pallet. See section 2.1 below.<br>2. Live System Status<br>The following metrics are drawn from the live QuantumAI Blockchain mainnet. The Aether Mind has been operational since genesis block 0, with no downtime in cognitive processing.<br>2 / 10<br>AI Gates Passed

~0.544<br>HMS-Phi (V5)

~50,000<br>Knowledge Vectors

558.5M<br>Model Parameters

397,000+<br>Block Height

10S + 4G<br>Attention Heads

LoRA training<br>Phase 1 (v5.1)

qbc-model-registry<br>On-chain Registry

10<br>Sephirot Shards

Cognitive Emotions

~80ms/tok<br>Generation Speed

Block 0<br>On-Chain Since

2.1 Phase 1 in flight: v5.1 LoRA + qbc-model-registry<br>Phase 1 of the Master Frontier Plan is the gate phase. Its single defensible claim is: "Aether Mind v5.1 is a Sephirot-routed Qwen2.5-7B-Instruct fine-tune with...