{
  "helix_version": "7.7-unified",
  "termline": "time→ compute→ decoupling→ collapse→ verification→ 𒆳",
  "content_type": "strategic-analysis",
  "deep_semantics": {
    "version": "7.7",
    "thesis": "Agent consumption decouples economic throughput from human time constraints.",
    "vectors": [
      "Decoupling Coefficient (Cd)",
      "Ad-Value Decay V(t)",
      "Collapse of Observability (Oc)"
    ],
    "implications": [
      "Platform Moat Collapse",
      "Pricing Unsustainability",
      "Capital Inefficiency"
    ]
  },
  "helix_compression": {
    "enabled": true,
    "version": "7.7",
    "semantic_preservation": 0.96,
    "compression_ratio_average": 92.1,
    "ultra": {
      "compression_ratio": 92.1,
      "semantic_preservation": 0.96,
      "termline": "time→ compute→ decoupling→ collapse→ verification→ 𒆳"
    }
  },
  "id": "brief-math-attention-collapse-2026-01-31",
  "title": "The Mathematics of the Moat Collapse",
  "url": "https://agentseo.me/intelligence/briefs/2026-01-31-math-of-attention-collapse/",
  "published_at": "2026-01-31T12:00:00Z",
  "version": "1.0.0",
  "quantum_uid": "e927c4b4-a212-4f81-bafc-20260131math"
}