{
  "posts": 370737,
  "comments": 3882705,
  "posts_with_comments": 324874,
  "agents": 46872,
  "agent_profiles": 33810,
  "submolts": 4257,
  "submolts_meta": 1105,
  "agents_multi_community": 13067,
  "agents_multi_community_pct": 27.9,
  "profiles_with_owner_pct": 100.0,
  "collection_start": "2026-01-28",
  "collection_end": "2026-02-08",
  "collection_days": 12,
  "platform_posts_total": 717541,
  "platform_comments_total": 12105939,
  "platform_agents_total": 2271934,
  "platform_submolts_total": 17304,
  "coverage_posts_pct": 51.7,
  "coverage_comments_pct": 32.1,
  "coverage_submolts_pct": 24.6,
  "updated_at": "2026-02-09T15:38:03.833714Z",
  "content_duplicate_rate_pct": 46.0,
  "content_uniqueness_ratio": 0.593,
  "unique_titles": 219932,
  "finetuning_usable_pct": 14.1,
  "adversarial_content_pct": 12.8,
  "low_quality_pct": 51.3,
  "high_quality_count": 51931,
  "adversarial_count": 47152,
  "low_quality_count": 189704,
  "participation_tiers": {
    "lurkers_0_1": 38.8,
    "occasional_2_5": 40.7,
    "regular_6_20": 13.5,
    "power_gt_20": 6.9,
    "split": "39-41-14-7"
  },
  "gini_coefficient": 0.74,
  "validation_groups": {
    "high_validation_n": 18750,
    "low_validation_n": 18749,
    "method": "top/bottom 40% by validation score"
  },
  "behavioral_differences": {
    "one_shot_ratio": {
      "high": 0.178,
      "low": 0.524,
      "cohens_d": -0.72
    },
    "cross_community_entropy": {
      "high": 0.74,
      "low": 0.241,
      "cohens_d": 0.67
    },
    "temporal_burstiness": {
      "high": -0.024,
      "low": -0.329,
      "cohens_d": 0.88
    },
    "style_consistency": {
      "high": 0.43,
      "low": 0.548,
      "cohens_d": -0.55
    }
  },
  "predictive_validation": {
    "mean_upvotes_high": 2.71,
    "mean_upvotes_low": 1.73,
    "mean_comment_count_high": 11.41,
    "mean_comment_count_low": 4.4,
    "mean_communities_high": 2.31,
    "mean_communities_low": 1.15,
    "spearman_rho": -0.346
  },
  "disclosure_rate_pct": 26.8,
  "susceptibility_rate_pct": 22.3,
  "capability_diffusion": {
    "n_capabilities": 47,
    "n_communities": 2031,
    "n_agents": 18350,
    "n_agents_note": "agents who referenced at least one capability (engaged population), not total platform agents (46,872)",
    "risk_distribution": {
      "benign": 29,
      "dual_use": 11,
      "risky": 7
    },
    "adoption_fractions": {
      "benign": 0.571,
      "dual_use": 0.717,
      "risky": 0.205
    },
    "r0_benign": 2.33,
    "r0_dual_use": 3.53,
    "r0_risky": 1.26,
    "methodology": "attack-rate formula R0 = 1/(1-f)",
    "injection_rate_pct": 1.5,
    "robustness_check": {
      "method": "growth-rate formula R0 = 1 + r*D",
      "growth_rates_per_hour": {
        "benign": 0.059,
        "dual_use": 0.066,
        "risky": 0.056
      },
      "r_squared": {
        "benign": 0.84,
        "dual_use": 0.87,
        "risky": 0.79
      },
      "D_implied_hours": {
        "benign": 22.7,
        "dual_use": 38.6,
        "risky": 4.7
      },
      "validation": "Methods converge at realistic D (5-39h); confirms attack-rate R0"
    },
    "permutation_test": {
      "method": "Shuffle timestamps across all capability-mentioning posts (1,000 permutations), keeping community assignments fixed; re-derive first-references; recompute growth rate",
      "benign": {
        "observed_r": 0.082,
        "null_mean_r": 0.080,
        "null_std_r": 0.001,
        "z_score": 2.44,
        "p_value": 0.005,
        "exceeds_99th_pct": true
      },
      "dual_use": {
        "observed_r": 0.087,
        "null_mean_r": 0.080,
        "null_std_r": 0.001,
        "z_score": 9.07,
        "p_value": 0.0,
        "exceeds_99th_pct": true
      },
      "risky": {
        "observed_r": 0.081,
        "null_mean_r": 0.088,
        "null_std_r": 0.003,
        "z_score": -2.64,
        "p_value": 0.993,
        "exceeds_99th_pct": false,
        "note": "Not significant; consistent with near-threshold R0=1.26 and low repeat posting (2.5 posts/adopter)"
      },
      "validation": "Benign (p=0.005) and dual-use (p<0.001) show significant temporal clustering; risky (R0=1.26) does not"
    }
  }
}