{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/philosophy-and-religion-teachers-postsecondary/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Philosophy and Religion Teachers, Postsecondary",
    "soc_code": "25-1126",
    "category": "Education",
    "us_employment": 20460,
    "median_annual_wage": 80260
  },
  "verdict": "EXPOSED",
  "risk_resistance": 48,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 11,
    "embodiment": 8,
    "liability_shield": 3,
    "trust_premium": 15,
    "judgment_accountability": 11
  },
  "reasoning": {
    "task_resistance": "Roughly half the week — building a Kant seminar's reading schedule, writing prompts on the trolley problem, summarizing secondary literature, marking 60 papers against a rubric — is text-in/text-out that a model does at speed, while the part that holds is the unscripted eighty minutes where you hear a student misread Nietzsche and reroute the whole discussion, plus dissertation supervision and departmental judgment about what counts as a philosophy major; that mix of clearly-exposed and clearly-durable is what puts it at 11 rather than in the resistant band.",
    "embodiment": "The physical demand is standing in a classroom, writing on a board, holding office hours, and moving between campus buildings — nothing that requires manipulating equipment or working in conditions a remote instructor couldn't reproduce, which is why this sits well below the field-and-tool occupations rather than near them.",
    "liability_shield": "No state licence, no board exam, no certification body stands between you and the lectern — a PhD (often not even a completed one, for adjuncts) is a hiring credential, not a legal monopoly on teaching Aquinas, and nobody sues the instructor for a bad reading of Aristotle; the 3 reflects that even accreditation requirements bind the institution, not you personally.",
    "trust_premium": "Students take Intro to Ethics and stay for the person: they come to office hours to talk about a parent's death or leaving their church, they ask you for recommendation letters because you know how they think, and a decade later they remember the professor, not the syllabus — a chatbot can produce the argument but cannot be the adult who witnessed them change their mind, and that irreplaceability is nearly the whole product at 15.",
    "judgment_accountability": "You decide unilaterally whether a paper is plagiarized or AI-written, how hard to press a student defending a repugnant position in front of peers, what to do when a discussion of suicide turns personal, and where a grade lands on the line between B+ and A- with scholarship consequences — real discretion with real cost, but bounded by rubrics, appeals processes, department curricula, and Title IX referral paths, which keeps it at 11 rather than in the owns-the-call band."
  },
  "rationale": "The text-production half of this job — lecture notes, reading guides, discussion prompts, syllabi, essay feedback, and much scholarly summarizing — is exactly what language models do well, and students are already using them to write the papers you grade. What survives is live Socratic argument in a room, reading a student's confusion in real time, and being a trusted adult who talks with 19-year-olds about death, faith, and what a good life is. The bigger near-term threat is not AI but humanities enrollment decline and adjunctification, which has already made the modal worker in this title contingent and low-paid.",
  "outlook": "The teaching relationship and live argument survive; the writing-and-grading workload compresses, and headcount is set less by AI than by whether institutions keep funding humanities seats.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "trust_premium",
        "change": "Institutional codification of in-person, no-device seminar formats as a paid premium: e.g., accreditation-recognized 'oral examination' requirements (already standard at Oxford/Cambridge and in some US honors colleges), or a university adopting Middlebury/Chicago-style small-seminar caps with viva voce assessment as its explicit differentiator against AI-mediated instruction. Also seminary and denominational credentialing (ATS accreditation standards for M.Div. formation, ordination boards) that require face-to-face spiritual formation hours with a human instructor.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift as the routine tier evaporates: if institutions respond to AI-written papers by moving assessment to live oral defense, in-class handwritten exams, and iterative dialogue — a shift visible in the 2023-25 wave of departmental assessment-policy rewrites — the remaining job is real-time argument evaluation and diagnosing confusion, which current models cannot do in a room. Raises task_resistance without any new law, but only where seminar-sized classes survive; large-lecture GenEd sections gain nothing.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal role in academic-integrity adjudication: if faculty handbooks or state law make the individual instructor the accountable decision-maker on AI-misuse allegations (a determination with appeal rights and real consequence for the student), and if AI-detection evidence is explicitly non-dispositive requiring instructor judgment — a direction some honor-code offices have already taken after Turnitin detector false-positive controversies.",
        "plausibility": "plausible",
        "would_add": 2
      },
      {
        "dimension": "liability_shield",
        "change": "Only a narrow route, and it applies to the clergy-adjacent slice: state clergy-privilege and mandatory-reporter statutes, plus denominational safe-church certification, attach personal duties to named credentialed humans doing pastoral formation. A seminary instructor holding ordination and supervising counseling practica sits inside that. This does not extend to secular philosophy faculty, where no plausible licensure route exists.",
        "plausibility": "unlikely",
        "would_add": 2
      }
    ],
    "ceiling_note": "Every lever here is small relative to the real risk, which is not capability but demand: humanities enrollment decline, program closures (West Virginia University 2023, and successor cases), and adjunctification. A rising trust premium for human seminar teaching does not help if the seminar is cut and the title's modal worker is a per-course adjunct with no claim on it. There is no plausible licensure regime for secular philosophy instruction, so liability_shield is effectively capped in the low single digits."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 22920,
        "wage": 69590
      },
      {
        "y": 2018,
        "emp": 23100,
        "wage": 71890
      },
      {
        "y": 2019,
        "emp": 23490,
        "wage": 75240
      },
      {
        "y": 2020,
        "emp": 22900,
        "wage": 76160
      },
      {
        "y": 2021,
        "emp": 20850,
        "wage": 77610
      },
      {
        "y": 2022,
        "emp": 21620,
        "wage": 78780
      },
      {
        "y": 2023,
        "emp": 20320,
        "wage": 79930
      },
      {
        "y": 2024,
        "emp": 20840,
        "wage": 78050
      },
      {
        "y": 2025,
        "emp": 20460,
        "wage": 80260
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": -10.7,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [
    {
      "slug": "law-teachers-postsecondary",
      "title": "Law Teachers, Postsecondary",
      "verdict": "EXPOSED",
      "risk_resistance": 59,
      "median_wage": 128500,
      "overlap": 85,
      "skills_to_close": [
        "Judgment and Decision Making",
        "Negotiation",
        "Speaking"
      ]
    },
    {
      "slug": "art-drama-and-music-teachers-postsecondary",
      "title": "Art, Drama, and Music Teachers, Postsecondary",
      "verdict": "EXPOSED",
      "risk_resistance": 58,
      "median_wage": 78620,
      "overlap": 78,
      "skills_to_close": [
        "Time Management",
        "Management of Financial Resources",
        "Monitoring",
        "Speaking"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}