ZachXBT

{
  "subject_name": "ZachXBT",
  "type": "person",
  "overall_score": 20,
  "research_sources": "Claude, GPT, Grok, Gemini",
  "research_date": "2026-02-25",
  "source_registry": [
    {
      "source_id": "SRC-001",
      "url": "https://www.wired.com/story/meet-zachxbt-243-million-crypto-theft/",
      "title": "Meet ZachXBT, the Masked Vigilante Tracking Down Billions in Crypto Scams and Thefts",
      "publisher": "WIRED",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-002",
      "url": "https://www.courtlistener.com/docket/67506119/huang-v-wolk/",
      "title": "Huang v. Wolk, 1:23-cv-00683",
      "publisher": "CourtListener",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-003",
      "url": "https://blockworks.co/news/jeffrey-huang-zachxbt-defamation",
      "title": "ZachXBT, Machi Big Brother defamation suit has been dropped",
      "publisher": "Blockworks",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-004",
      "url": "https://decrypt.co/145146/crypto-sleuth-zachxbt-receives-over-1-million-in-donations-following-defamation-lawsuit",
      "title": "Crypto Sleuth ZachXBT Receives Over $1 Million in Donations Following Defamation Lawsuit",
      "publisher": "Decrypt",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-005",
      "url": "https://www.trmlabs.com/resources/blog/zachxbt-uncovers-crypto-theft-network-linked-to-us-government-seizure-funds",
      "title": "ZachXBT Uncovers Crypto Theft Network Linked to US Government Seizure Funds",
      "publisher": "TRM Labs",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-006",
      "url": "https://x.com/zachxbt",
      "title": "ZachXBT X Profile",
      "publisher": "X",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-007",
      "url": "https://github.com/zachxbt-legal-fund/zach-refunds",
      "title": "zachxbt-legal-fund/zach-refunds",
      "publisher": "GitHub",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-008",
      "url": "https://finance.yahoo.com/news/crypto-sleuth-zachxbt-sued-doxxed-225040292.html",
      "title": "Crypto Sleuth ZachXBT Sued, Doxxed by Former Target",
      "publisher": "Yahoo Finance",
      "accessed_date": "2026-02-25"
    },
    {
      "source_id": "SRC-009",
      "url": "https://web3.bio/zachxbt.farcaster",
      "title": "zachxbt Farcaster Profile",
      "publisher": "Web3.bio",
      "accessed_date": "2026-02-25"
    }
  ],
  "evidence_catalog": [
    {
      "claim_id": "CLM-001",
      "claim_text": "ZachXBT is a pseudonymous on-chain investigator focused on exposing crypto scams, thefts, and fraud.",
      "category": "identity",
      "event_date": null,
      "event_date_precision": "unknown",
      "source_type": "press profile",
      "source_tier": 3,
      "tier_reason": "Major third-party media profiles",
      "verification_status": "verified",
      "confidence": "high",
      "source_ids": [
        "SRC-001"
      ]
    },
    {
      "claim_id": "CLM-002",
      "claim_text": "A legal-name candidate for ZachXBT is Zachary Wolk, as referenced in the case caption Huang v. Wolk.",
      "category": "identity",
      "event_date": "2023-06-15",
      "event_date_precision": "day",
      "source_type": "court docket",
      "source_tier": 1,
      "tier_reason": "Federal court docket caption",
      "verification_status": "disputed",
      "confidence": "medium",
      "source_ids": [
        "SRC-002",
        "SRC-008"
      ]
    },
    {
      "claim_id": "CLM-003",
      "claim_text": "Jeffrey Huang sued ZachXBT for defamation over allegations involving Formosa Financial and 22,000 ETH.",
      "category": "legal",
      "event_date": "2023-06-15",
      "event_date_precision": "day",
      "source_type": "court record",
      "source_tier": 1,
      "tier_reason": "Federal civil filing",
      "verification_status": "verified",
      "confidence": "high",
      "source_ids": [
        "SRC-002",
        "SRC-003"
      ]
    },
    {
      "claim_id": "CLM-004",
      "claim_text": "The defamation lawsuit filed by Jeffrey Huang against ZachXBT was voluntarily dismissed after ZachXBT amended language in his article.",
      "category": "legal",
      "event_date": "2023-09",
      "event_date_precision": "month",
      "source_type": "legal news",
      "source_tier": 3,
      "tier_reason": "Multiple corroborating crypto news outlets",
      "verification_status": "verified",
      "confidence": "high",
      "source_ids": [
        "SRC-003",
        "SRC-004"
      ]
    },
    {
      "claim_id": "CLM-005",
      "claim_text": "ZachXBT has collaborated with TRM Labs and contributed to investigations involving stolen government-seized crypto funds.",
      "category": "credential",
      "event_date": "2026-01",
      "event_date_precision": "month",
      "source_type": "third-party analytics report",
      "source_tier": 3,
      "tier_reason": "Authenticated analytics firm publication",
      "verification_status": "verified",
      "confidence": "high",
      "source_ids": [
        "SRC-005"
      ]
    },
    {
      "claim_id": "CLM-006",
      "claim_text": "ZachXBT raised over $1 million in community donations for legal defense, with excess funds refunded via smart contracts.",
      "category": "project",
      "event_date": "2023",
      "event_date_precision": "year",
      "source_type": "on-chain + github",
      "source_tier": 3,
      "tier_reason": "Public repositories and transaction transparency",
      "verification_status": "verified",
      "confidence": "high",
      "source_ids": [
        "SRC-004",
        "SRC-007"
      ]
    }
  ],
  "identity": {
    "verified_name": "",
    "handles": [
      "@zachxbt (X)",
      "zachxbt (Farcaster)",
      "Investigations by ZachXBT (Telegram)"
    ],
    "email_addresses": [],
    "locations": [
      "United States (Western District of Texas jurisdiction inferred)"
    ],
    "verification_status": "medium",
    "source_ids": [
      "SRC-001",
      "SRC-002"
    ]
  },
  "credentials_and_claims": [
    {
      "claim": "Independent blockchain investigator with no formal law enforcement or academic credentials.",
      "source": "Self-report and media profiles",
      "verified": false,
      "verification_evidence": "Absence of documented credentials; corroborated by interviews",
      "verification_status": "unverified",
      "confidence": "medium",
      "found_by": [
        "Claude",
        "GPT",
        "Grok",
        "Gemini"
      ],
      "notes": "Lack of credentials does not negate demonstrated investigative effectiveness.",
      "source_ids": [
        "SRC-001"
      ]
    }
  ],
  "project_history": [
    {
      "name": "Independent On-Chain Investigations",
      "period": "2021–present",
      "description": "Public investigations into crypto scams, thefts, insider trading, and fraud.",
      "funding": "Community donations and grants",
      "outcome": "Ongoing; multiple recoveries and law enforcement actions attributed",
      "tvl_or_metrics": "Claims of $200M+ recovered (self-reported)",
      "team_members": [],
      "controversies": [
        "Defamation lawsuit by Jeffrey Huang"
      ],
      "sources": [
        "WIRED",
        "TRM Labs",
        "Blockworks"
      ],
      "confidence": "high",
      "source_ids": [
        "SRC-001",
        "SRC-005",
        "SRC-003"
      ]
    }
  ],
  "recent_experiments": [
    {
      "name": "Insider Trading Investigation (Teased)",
      "first_observed_date": "2026-02-22",
      "status": "pending",
      "evidence_type": "press",
      "confidence": "medium",
      "notes": "Announced but not yet published as of research date.",
      "source_ids": [
        "SRC-001"
      ]
    }
  ],
  "timeline": [
    {
      "date": "2021",
      "title": "Emergence as on-chain investigator",
      "description": "Began publishing investigative threads on crypto fraud.",
      "sources": [
        "WIRED"
      ],
      "tone": "neutral",
      "verified": false,
      "notes": "Based on retrospective reporting.",
      "source_ids": [
        "SRC-001"
      ]
    },
    {
      "date": "2023-06-15",
      "title": "Defamation lawsuit filed",
      "description": "Jeffrey Huang filed suit against ZachXBT.",
      "sources": [
        "CourtListener"
      ],
      "tone": "critical",
      "verified": true,
      "notes": "",
      "source_ids": [
        "SRC-002"
      ]
    },
    {
      "date": "2023-09",
      "title": "Lawsuit dismissed",
      "description": "Suit voluntarily dismissed after article amendment.",
      "sources": [
        "Blockworks"
      ],
      "tone": "neutral",
      "verified": true,
      "notes": "",
      "source_ids": [
        "SRC-003"
      ]
    }
  ],
  "red_flags": [
    {
      "title": "Persistent anonymity",
      "description": "True identity not publicly verified, limiting accountability and external validation.",
      "severity": "medium",
      "confidence": "high",
      "supporting_evidence": [
        "Media profiles emphasize anonymity"
      ],
      "counter_evidence": [
        "Safety rationale acknowledged by multiple outlets"
      ],
      "found_by": [
        "Claude",
        "GPT",
        "Grok",
        "Gemini"
      ],
      "sources": [
        "WIRED"
      ],
      "source_ids": [
        "SRC-001"
      ]
    }
  ],
  "behavioral_patterns": [
    {
      "title": "Evidence-driven public accusations",
      "description": "Publishes detailed threads with on-chain evidence prior to formal legal or regulatory action.",
      "examples": [
        "Formosa Financial investigation",
        "Government seizure wallet investigation"
      ],
      "frequency": "recurring",
      "confidence": "high",
      "sources": [
        "WIRED",
        "TRM Labs"
      ],
      "source_ids": [
        "SRC-001",
        "SRC-005"
      ]
    }
  ],
  "contradictions_and_disputes": [
    {
      "contradiction_id": "CTR-001",
      "claim_id_a": "CLM-002",
      "claim_id_b": "CLM-001",
      "claim_1": "ZachXBT's legal name is Zachary Wolk.",
      "claim_2": "ZachXBT's real identity is not publicly confirmed.",
      "source_1": "Court docket caption",
      "source_2": "Media profiles",
      "rule_used": "manual",
      "resolution_status": "ambiguous",
      "winner_claim_id": null,
      "winner_tier": null,
      "loser_tier": null,
      "needs_human_review": true,
      "resolution": "Identity linkage plausible but not conclusively established.",
      "confidence": "medium",
      "source_ids": [
        "SRC-001",
        "SRC-002"
      ]
    },
    {
      "contradiction_id": "CTR-002",
      "claim_id_a": null,
      "claim_id_b": null,
      "claim_1": "Overall risk score reported as 7.",
      "claim_2": "Overall risk score reported as 32.",
      "source_1": "One LLM output",
      "source_2": "Another LLM output",
      "rule_used": "median",
      "resolution_status": "resolved",
      "winner_claim_id": null,
      "winner_tier": null,
      "loser_tier": null,
      "needs_human_review": false,
      "resolution": "Median score calculated as 19.5.",
      "confidence": "high",
      "source_ids": []
    }
  ],
  "coverage_log": [
    {
      "surface": "X / Twitter",
      "queries": [
        "zachxbt",
        "from:zachxbt"
      ],
      "date_window": "prior_history",
      "result": "found",
      "source_ids": [
        "SRC-006"
      ]
    },
    {
      "surface": "CourtListener / PACER",
      "queries": [
        "Huang v. Wolk",
        "ZachXBT lawsuit"
      ],
      "date_window": "prior_history",
      "result": "found",
      "source_ids": [
        "SRC-002"
      ]
    }
  ],
  "evidence_gaps": [
    {
      "question": "Definitive verification of ZachXBT’s legal identity",
      "why_uncertain": "Anonymity maintained; court filings partially accessible",
      "searched": "CourtListener, media profiles",
      "source_ids": [
        "SRC-002",
        "SRC-001"
      ]
    }
  ],
  "key_insights": [
    {
      "title": "High-impact investigator with limited formal accountability",
      "description": "ZachXBT wields significant reputational and market influence despite operating pseudonymously.",
      "importance": "high",
      "evidence": [
        "Media coverage",
        "Market reactions"
      ],
      "source_ids": [
        "SRC-001"
      ]
    }
  ],
  "risk_assessment": {
    "overall_score": 20,
    "score_reasoning": "Moderate risk driven by anonymity, unverified identity, and market-moving disclosures, offset by strong third-party validation and absence of criminal findings.",
    "criminal_risk": "none found",
    "financial_risk": "low",
    "reputational_risk": "medium",
    "verification_risk": "medium",
    "source_ids": [
      "SRC-001",
      "SRC-002",
      "SRC-003"
    ]
  },
  "confidence_notes": {
    "data_completeness": "High for public activities; low for personal identity",
    "source_verification": "Generally reliable third-party sources",
    "identity_confidence": "Medium",
    "timeline_confidence": "High post-2021",
    "conflicting_findings": "Primary conflict concerns identity and risk scoring",
    "limitations": "Primary legal documents and full on-chain audits not fully reviewed"
  }
}