X account research

{
  "data": {
    "handle": "jack",
    "display_name": "jack",
    "profile_url": "https://x.com/jack",
    "quotient_metadata": {
      "handle": "jack",
      "display_name": null,
      "x_user_id": null,
      "current_username": null,
      "is_quotient_expert": false,
      "quotient_expert": null
    },
    "window": {
      "from_date": "2025-09-11",
      "to_date": "2026-09-11",
      "lookback_days": 365,
      "post_count": 35
    },
    "interests": [
      {
        "topic": "Bitcoin as everyday money, merchant acceptance, and individual saving",
        "weight": 0.95,
        "post_ids": [
          "1989067105426370688",
          "1976056646138036581",
          "1987995933100171608"
        ]
      },
      {
        "topic": "Decentralized, privacy-preserving, censorship-resistant communication (mesh/Tor, open groupchat)",
        "weight": 0.9,
        "post_ids": [
          "2080565084586135773",
          "2079605800998146171",
          "2011602189807202401"
        ]
      },
      {
        "topic": "Open-source and agentic AI tooling, protocols, and shifting open-source value",
        "weight": 0.8,
        "post_ids": [
          "2035866556542972098",
          "1998485932601913547",
          "1998531481157906467"
        ]
      }
    ],
    "beliefs": [
      {
        "claim": "Bitcoin is money and should be used and saved by individuals and sellers as everyday money, including merchant acceptance and multi-sig custody.",
        "confidence": "high",
        "post_ids": [
          "2048849658055967176",
          "1989067105426370688",
          "1983195382680273240"
        ]
      },
      {
        "claim": "Everyday bitcoin transactions need policy support such as a de minimis tax exemption; sellers should prefer keeping BTC to survive dollar debasement.",
        "confidence": "high",
        "post_ids": [
          "1976056646138036581",
          "1987995933100171608"
        ]
      },
      {
        "claim": "The future value of open-source is shifting toward data, provenance, protocols, evals, and weights (in that order); open, model-agnostic, self-sovereign agent/group tools matter.",
        "confidence": "high",
        "post_ids": [
          "2035866556542972098",
          "2079605800998146171",
          "1998485932601913547"
        ]
      }
    ],
    "tendencies": [
      {
        "trait": "decisive large-scale action",
        "description": "Prefers honest, immediate structural cuts over gradual attrition when conditions change; explicitly weighs risk of acting versus standing still and accepts some calls may be wrong while keeping flexibility.",
        "post_ids": [
          "2027129697092731343"
        ]
      },
      {
        "trait": "public ownership of managerial error",
        "description": "After criticism of over-hiring, states the root cause (incorrect dual company structures), notes the correction timeline, and reframes around concrete efficiency targets rather than deflecting.",
        "post_ids": [
          "2027290756793135253"
        ]
      },
      {
        "trait": "merchant- and rails-focused bitcoin advocacy",
        "description": "Repeatedly urges turning local sellers onto bitcoin acceptance, zero-fee BTC sales, multi-rail receive options, and saving in BTC.",
        "post_ids": [
          "1967634287899054391",
          "1987995933100171608",
          "1987890806909292777"
        ]
      }
    ],
    "risk_profile": {
      "posture": "High, sustained conviction on bitcoin-as-money and BTC company rails; organizational risk posture is large, decisive, and explicit about tradeoffs rather than gradual.",
      "time_horizon": "Long-horizon framing (everyday money, dollar debasement survival, multi-year open-source/AI value shift, structural company redesign) with little short-term market-timing language in sample.",
      "position_sizing": "No visible personal trade sizing, hedges, leverage, or prediction-market bets in sampled posts; organizational sizing shown as near-halving headcount in one action tied to efficiency targets.",
      "reaction_to_loss": "Owns stated errors plainly with root-cause explanation and measurable correction targets; accepts possible wrong calls at scale while retaining flexibility rather than denying downside.",
      "post_ids": [
        "2048849658055967176",
        "1989067105426370688",
        "1983195382680273240"
      ]
    },
    "information_processing": {
      "style": "Breaks complex decisions into explicit options and first-principles drivers (e.g. AI/tools changing work, morale/trust); states updated beliefs in ordered, falsifiable-sounding lists; shifts agent interaction from commanding to asking and selecting best thread.",
      "evidence_preference": "Product/math and merchant-adoption metrics, concrete efficiency numbers and correction timelines, ordered technical claims (data/provenance/protocols/evals/weights), and occasional external maxims.",
      "handles_ambiguity": "Chooses hard clear action over slow attrition when facing structural uncertainty; acknowledges risk of being wrong while still deciding.",
      "changes_mind_when": "When a past structure is recognized as incorrect (dual companies) and corrected with metrics; when open-source value and agent workflow beliefs are explicitly restated as shifted.",
      "post_ids": [
        "2027129697092731343",
        "2027290756793135253",
        "2035866556542972098"
      ]
    },
    "recommendation_hints": {
      "market_categories": [
        "bitcoin adoption and payments rails",
        "crypto tax/policy de minimis and merchant regulation",
        "privacy tooling vs government/app-store pressure"
      ],
      "tone": "Direct, minimal, principle- and metric-forward; emphasize sovereignty, rails, and long-horizon structural claims over hype.",
      "avoid": [
        "short-term price-trading or leverage narratives without rails/adoption fundamentals",
        "personal position-sizing or hedge advice unsupported by posts",
        "partisan manifesto framing beyond product/privacy friction"
      ]
    },
    "observations": [
      {
        "dimension": "recurring_interests_and_beliefs",
        "statement": "Repeatedly promotes bitcoin as everyday money for individuals and sellers, including saving in BTC, merchant acceptance, multi-sig custody, fee reductions, and tax/policy support for small BTC transactions.",
        "post_ids": [
          "1989067105426370688",
          "1976056646138036581",
          "1987995933100171608"
        ]
      },
      {
        "dimension": "recurring_interests_and_beliefs",
        "statement": "Consistently advances decentralized, privacy-preserving, and censorship-resistant communication tools (bitchat over Tor/mesh, Buzz as model-agnostic open-source groupchat), and reacts to government pressure against them.",
        "post_ids": [
          "2080565084586135773",
          "2079605800998146171",
          "2011602189807202401"
        ]
      },
      {
        "dimension": "recurring_interests_and_beliefs",
        "statement": "Returns to creation, music, and analog/creative tools: direct-to-fan sales on TIDAL, minimalism in music, journals, and the claim that creation justifies existence.",
        "post_ids": [
          "2002260571148988542",
          "2094466003648286865",
          "2032161152470565367"
        ]
      }
    ],
    "evidence": [
      {
        "post_id": "1966252772929761446",
        "url": "https://x.com/jack/status/1966252772929761446",
        "published_at": "2025-09-11T21:29:26Z",
        "excerpt": "bitchat ios and android now sends all internet connections over tor.\n\nfull IP address privacy for all."
      },
      {
        "post_id": "1967634287899054391",
        "url": "https://x.com/jack/status/1967634287899054391",
        "published_at": "2025-09-15T16:59:05Z",
        "excerpt": "help us turn your local square seller onto bitcoin"
      },
      {
        "post_id": "1976056646138036581",
        "url": "https://x.com/jack/status/1976056646138036581",
        "published_at": "2025-10-08T22:46:32Z",
        "excerpt": "we need a de minimis tax exemption for everyday bitcoin transactions"
      }
    ],
    "confidence": "medium",
    "gaps": [
      "No posts in the window show personal market trading, position sizing, leverage, hedging, Polymarket/Kalshi/perps-style bets, or explicit post-mortems on being wrong about a trade.",
      "Few extended threads detailing how conflicting evidence is weighed beyond the Block restructuring note and the open-source value shift claim.",
      "Limited direct statements on political ideology beyond product/privacy friction with governments and the bio line; no systematic manifesto-style posts in results."
    ],
    "meta": {
      "provider": "xai",
      "model": "grok-4.5",
      "tool_runs": 11,
      "focus": "general",
      "reasoning_effort": "high",
      "research_mode": "adaptive",
      "max_research_turns": 3,
      "max_search_calls": 20,
      "coverage": "sampled",
      "shaped": false,
      "truncated_for_cost": false,
      "truncated_for_time": false,
      "persisted_by_quotient": true,
      "cache_hit": false,
      "cache_age_seconds": 0,
      "cache_ttl_days": 30,
      "generated_at": "2026-09-11T06:14:10.534Z",
      "provider_store": false
    }
  },
  "h402": {
    "routeId": "research/x-account-research",
    "provider": "quotient",
    "selectedCandidateId": "research/x-account-research/quotient",
    "routing": "manual",
    "paidBy": "x402-exact"
  }
}