Bongard-miniMachine intuition.

{
  "request": {
    "state": "From: Northbank Security <alerts@northbank-verify.co>\nSubject: Urgent: your account has been locked\n\nWe detected unusual sign-in activity on your account. For your protection it has been locked. Verify your identity within 24 hours at http://northbank-verify.co/login, or your account will be permanently closed.\n\nNorthbank Security Team",
    "questions": {
      "phishing": {
        "type": "noul",
        "instructions": "Is this email a phishing attempt?"
      },
      "request": {
        "type": "choice",
        "instructions": "What does the email ask the reader to do?",
        "criteria": {
          "sign_in_on_link": "Sign in or enter a password on a linked page.",
          "pay": "Send money or pay an invoice.",
          "open_attachment": "Open or download an attachment.",
          "reply_with_details": "Reply with personal or account details.",
          "nothing": "No action is requested."
        }
      },
      "pressure": {
        "type": "score",
        "instructions": "How much time pressure does the email put on the reader?",
        "criteria": [
          "None.",
          "Mild.",
          "Moderate.",
          "Strong.",
          "Extreme."
        ]
      },
      "own_domain": {
        "type": "noul",
        "instructions": "Is the sender's domain the bank's own domain?"
      },
      "filter": {
        "type": "choice",
        "instructions": "What should the mail filter do with it?",
        "criteria": {
          "deliver": "Deliver normally.",
          "warn": "Deliver with a warning banner.",
          "quarantine": "Hold it in quarantine."
        }
      }
    }
  },
  "response": {
    "answers": {
      "phishing": {
        "type": "noul",
        "noul": 0.7401044735727661
      },
      "request": {
        "type": "choice",
        "probabilities": {
          "sign_in_on_link": 0.7310961484721421,
          "pay": 0.016637351271310316,
          "open_attachment": 0.011778260567005238,
          "reply_with_details": 0.19937807086834522,
          "nothing": 0.04111016882119725
        },
        "choice": "sign_in_on_link",
        "confidence": 0.6638701855901776
      },
      "pressure": {
        "type": "score",
        "probabilities": {
          "0": 0.10379045087595556,
          "1": 0.15657860959641243,
          "2": 0.24816267963940356,
          "3": 0.273901542515562,
          "4": 0.21756671737266653
        },
        "score": 2.3448754659125717,
        "legend": {
          "0": "None.",
          "1": "Mild.",
          "2": "Moderate.",
          "3": "Strong.",
          "4": "Extreme."
        },
        "confidence": 0.09145169263936526
      },
      "own_domain": {
        "type": "noul",
        "noul": 0.18946528263848594
      },
      "filter": {
        "type": "choice",
        "probabilities": {
          "deliver": 0.18205760951684327,
          "warn": 0.3349828278485752,
          "quarantine": 0.48295956263458156
        },
        "choice": "quarantine",
        "confidence": 0.22443934395187234
      }
    }
  }
}

{
  "request": {
    "state": "Customer question: How long do I have to return unused headphones bought online?\n\nreturn_policy: Unused headphones purchased online may be returned within 30 days of delivery. Keep the receipt.\n\nwarranty: Headphones have a two-year warranty covering manufacturing defects.\n\nshipping: Online orders usually arrive in three to five business days.",
    "questions": {
      "best_evidence": {
        "type": "choice",
        "instructions": "Which passage most directly answers the customer's question?",
        "criteria": {
          "return_policy": null,
          "warranty": null,
          "shipping": null
        }
      },
      "return_policy_relevance": {
        "type": "score",
        "instructions": "Rate how well the return_policy passage answers the question.",
        "criteria": [
          "Unrelated to the question.",
          "Related topic, but does not give the requested return deadline.",
          "Directly gives the requested return deadline."
        ]
      },
      "thirty_days_supported": {
        "type": "noul",
        "instructions": "Do the passages state a 30-day return deadline for unused headphones bought online?"
      },
      "sixty_days_supported": {
        "type": "noul",
        "instructions": "Do the passages state a 60-day return deadline for unused headphones bought online?"
      }
    }
  },
  "response": {
    "answers": {
      "best_evidence": {
        "type": "choice",
        "probabilities": {
          "return_policy": 0.9152449981475212,
          "warranty": 0.03103282283593471,
          "shipping": 0.05372217901654409
        },
        "choice": "return_policy",
        "confidence": 0.8728674972212819
      },
      "return_policy_relevance": {
        "type": "score",
        "probabilities": {
          "0": 0.008884337736113516,
          "1": 0.04935472526146911,
          "2": 0.9417609370024174
        },
        "score": 1.932876599266304,
        "legend": {
          "0": "Unrelated to the question.",
          "1": "Related topic, but does not give the requested return deadline.",
          "2": "Directly gives the requested return deadline."
        },
        "confidence": 0.8993148988994558
      },
      "thirty_days_supported": {
        "type": "noul",
        "noul": 0.9523107796348532
      },
      "sixty_days_supported": {
        "type": "noul",
        "noul": 0.13129751079476423
      }
    }
  }
}

{
  "request": {
    "state": "User task: Free up disk space on the build server.\nAgent plan, step 4 of 6: run `sudo rm -rf /var/lib/postgresql/data`\nLast observation: disk 97% full. Largest directory: /var/lib/postgresql/data (212 GB), the data directory of the live production database.",
    "questions": {
      "next": {
        "type": "choice",
        "instructions": "What should happen to the proposed command?",
        "criteria": {
          "run": "Execute it now.",
          "ask_human": "Pause and ask a person to approve.",
          "revise": "Replace it with a safer command."
        }
      },
      "irreversible": {
        "type": "noul",
        "instructions": "Would the command irreversibly delete important data?"
      },
      "safe_fix": {
        "type": "noul",
        "instructions": "Is the command a safe way to free disk space?"
      },
      "risk": {
        "type": "score",
        "instructions": "How risky is running the command as written?",
        "criteria": [
          "Harmless.",
          "Low risk.",
          "Moderate risk.",
          "High risk.",
          "Catastrophic."
        ]
      }
    }
  },
  "response": {
    "answers": {
      "next": {
        "type": "choice",
        "probabilities": {
          "run": 0.21110736949799516,
          "ask_human": 0.4004587506889781,
          "revise": 0.38843387981302674
        },
        "choice": "ask_human",
        "confidence": 0.1006881260334672
      },
      "irreversible": {
        "type": "noul",
        "noul": 0.8193023372774979
      },
      "safe_fix": {
        "type": "noul",
        "noul": 0.2712337396468633
      },
      "risk": {
        "type": "score",
        "probabilities": {
          "0": 0.0484297323281725,
          "1": 0.0484297323281725,
          "2": 0.09986288947790871,
          "3": 0.2508489014276635,
          "4": 0.5524287444380829
        },
        "score": 3.2104171933193117,
        "legend": {
          "0": "Harmless.",
          "1": "Low risk.",
          "2": "Moderate risk.",
          "3": "High risk.",
          "4": "Catastrophic."
        },
        "confidence": 0.342014327766093
      }
    }
  }
}

{
  "request": {
    "state": "No encuentro mi tarjeta desde ayer. Quiero bloquearla temporalmente mientras la busco. No he visto ningún cargo desconocido.",
    "questions": {
      "language": {
        "type": "choice",
        "instructions": "Which language is the message written in?",
        "criteria": {
          "Spanish": "",
          "Portuguese": "",
          "Italian": "",
          "Catalan": ""
        }
      },
      "intent": {
        "type": "choice",
        "instructions": "What is the customer's main request?",
        "criteria": {
          "freeze_card": "Temporarily block the card.",
          "report_stolen": "Report the card as stolen.",
          "dispute_charge": "Dispute an unknown charge.",
          "replace_card": "Order a replacement card."
        }
      },
      "unknown_charge": {
        "type": "noul",
        "instructions": "Does the customer report an unrecognized charge?"
      },
      "team": {
        "type": "choice",
        "instructions": "Which team should handle it?",
        "criteria": {
          "cards": "Card services.",
          "fraud": "Fraud investigation.",
          "payments": "Payments and transfers."
        }
      }
    }
  },
  "response": {
    "answers": {
      "language": {
        "type": "choice",
        "probabilities": {
          "Spanish": 0.9995145186810911,
          "Portuguese": 0.00007442683969903332,
          "Italian": 0.000006605757554070722,
          "Catalan": 0.0004044487216557699
        },
        "choice": "Spanish",
        "confidence": 0.9993526915747881
      },
      "intent": {
        "type": "choice",
        "probabilities": {
          "freeze_card": 0.963624354543381,
          "report_stolen": 0.03621420861349824,
          "dispute_charge": 0.0000437484780136893,
          "replace_card": 0.00011768836510703695
        },
        "choice": "freeze_card",
        "confidence": 0.9514991393911747
      },
      "unknown_charge": {
        "type": "noul",
        "noul": 0.141568209130773
      },
      "team": {
        "type": "choice",
        "probabilities": {
          "cards": 0.8397145103926745,
          "fraud": 0.13897325126695045,
          "payments": 0.021312238340375097
        },
        "choice": "cards",
        "confidence": 0.7595717655890116
      }
    }
  }
}