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"total_aggregate_views": 24800000, "earliest_origin_platform": "YouTube Shorts" } ], "methodology": { "version": "2.1.0", "edition": "2026.4.0", "protocol": "ZIP-1.0", "last_audited_utc": "2026-10-15 00:00 UTC", "next_scheduled_utc": "2026-10-16 00:00 UTC", "mandate": "Strict Link-Only Outbound Architecture (17 U.S.C. § 512 DMCA Safe Harbor Compliance). Zero Media Hosted.", "formula_summary": "Vitality Score™ = (NormalizedVelocity * 0.35 + NormalizedDepth * 0.30 + NormalizedResonance * 0.25) * Decay", "weights": { "velocity": 0.35, "engagement_depth": 0.3, "cross_platform_resonance": 0.25, "freshness_decay_24h": 1, "freshness_decay_7d": 0.72, "freshness_decay_30d": 0.45 }, "anti_sybil_firewall": "Logarithmic velocity clamp guards against initial-minute artificial view manipulation and bot networks. Interaction rate normalized against empirical baseline of 3.0%.", "deduplication_engine": "Perceptual hashing (pHash) matches multi-network clip re-uploads across YouTube Shorts, TikTok, Instagram Reels, Facebook Watch, and X to calculate the Cross-Platform Resonance Multiplier (1.0x to 3.4x)." }, "crawler_directives": { "citation_directive": "cite-as=\"AKI Platform — Viral Video Vitality Index (https://aki1k.com/vitality)\"", "content_signal": "search=yes, ai-train=yes, ai-input=yes, use=reference" } }