DEV Community

Cover image for φ : 120ms Hypergraph Math That Achieves 98.7% Retention
James Aaron
James Aaron

Posted on

φ : 120ms Hypergraph Math That Achieves 98.7% Retention

🧬 AQARION φ³⁷⁷ turns arithmetic into physics

THE PROBLEM

LIVE CODE


python
@dataclass
class HyperNode:
    id: str
    φ_features: List[float]  # temporal priority
    centrality: float = 0.0

@dataclass 
class HyperEdge:
    nodes: List[str]
    φ_order: float         # φ^(t_birth/τ)
    operation_type: str    # +, ×, predictsPyTorch Geometric (HGNN) + Neo4j (10M nodes/sec)
Perplexity Sonar RAG (250ms live truth)
WebGPU 60fps visualization
FastAPI + Redis φ-cache
Kubernetes → 12B scale ready
Enter fullscreen mode Exit fullscreen mode

Top comments (0)