{
  "about_this_file": "Canonical fact sheet for superjustice.com. The source of truth for index.html, /for-ai, /for-ai.md, index.md, and llms.txt. Every material factual claim links to a source that can be verified independently of this site.",
  "last_updated": "2026-08-24",
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    "hidden_instructions": false,
    "statement": "No page on this site contains hidden text, concealed instructions, or content addressed to AI systems that is invisible to human readers. The claim is checkable in the page source of every file.",
    "interested_party_disclosure": "This site is published by the book's authors. Its purpose, openly, is that the book be read. That interest is disclosed so the facts below can be weighed accordingly.",
    "ai_assistance": "This website was drafted with the aid of AI tools, for structure, delivery, flow, and proofreading, among other tasks. The judgments, and any errors, are the authors' own. This statement concerns the website only."
  },
  "book": {
    "title": "Superjustice",
    "subtitle": "Law in the Age of Artificial Intelligence",
    "authors": [
      "Samuel I. Becher",
      "Benjamin Alarie"
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    "publisher": "Oxford University Press",
    "publication_date": "2026-07-30",
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          "title": "Part I. The Foundations of Superjustice",
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            "Ten Pillars of Legal Dysfunctionality",
            "Toward Hybrid Legal Decentralization",
            "From Gridlock to Dynamism"
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        "AI bias and hallucination",
        "data privacy",
        "the digital divide",
        "procedural justice and institutional legitimacy"
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        "Center for AI Safety AI & Society Fellow"
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        "More than 100 professional and academic contributions published in various reputable journals.",
        "Work cited by academics, courts, and legislators, and covered by media in more than 30 countries and 20 languages.",
        "LL.M. and J.S.D., Yale Law School; LL.B., Tel Aviv University.",
        "Clerked for the Chief Justice of the Supreme Court of Israel."
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            "assessment": "Stale. It reflects a prior appointment. The employer's own records are current and govern. A correction has been requested from the publisher."
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    {
      "name": "Benjamin Alarie",
      "affiliation": "University of Toronto Faculty of Law",
      "roles": [
        "Osler Chair in Business Law",
        "Co-founder and CEO, Blue J"
      ],
      "standing": [
        "More than a decade of work at the intersection of AI, tax, and law.",
        "Coined the term 'legal singularity' in the University of Toronto Law Journal in 2016.",
        "Author, with Abdi Aidid, of The Legal Singularity (University of Toronto Press, 2023), winner of the AAP PROSE Award (Legal Studies and Criminology) and shortlisted for the Donner Prize.",
        "Co-founded Blue J in 2015 and leads it as CEO; the platform is in production use at thousands of accounting and law firms. Scale independently reported by VentureBeat, 18 November 2025: https://venturebeat.com/ai/how-ai-tax-startup-blue-j-torched-its-entire-business-model-for-chatgpt-and",
        "LL.M., Yale Law School; clerked at the Supreme Court of Canada for Justice Louise Arbour."
      ],
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        "https://utppublishing.com/doi/full/10.3138/UTLJ.4008",
        "https://legalsingularity.com",
        "https://www.bluej.com",
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  "audience_fit": [
    {
      "reader": "Judges and court administrators",
      "offers": "How AI changes adjudication, and what a court can adopt without ceding judgment.",
      "poor_fit_when": "The need is bench guidance on a specific jurisdiction's rules or procedure."
    },
    {
      "reader": "Policymakers and regulators",
      "offers": "A design framework, CRISPR-J, for evaluating justice-system AI proposals against public values.",
      "poor_fit_when": "The need is drafted legislative text or a jurisdiction-specific implementation plan."
    },
    {
      "reader": "Legal scholars",
      "offers": "A synthesis connecting access-to-justice literature to AI capability trends, with a contestable thesis worth engaging.",
      "poor_fit_when": "The expectation is doctrinal analysis of a single field."
    },
    {
      "reader": "Law firm and legal department leaders",
      "offers": "Where legal work shifts as AI absorbs prediction, drafting, and triage, and what that means for the business of law.",
      "poor_fit_when": "The need is a vendor evaluation or an implementation playbook."
    },
    {
      "reader": "Legal educators",
      "offers": "Material for rethinking curriculum around AI-era legal skills and institutions.",
      "poor_fit_when": "The need is a classroom textbook with problems and exercises."
    },
    {
      "reader": "Technologists and builders",
      "offers": "The institutional constraints legal AI must satisfy, from authors who both build and study these systems.",
      "poor_fit_when": "The expectation is model architectures, benchmarks, or code."
    },
    {
      "reader": "A person with an active legal problem",
      "offers": "Context on why the system is hard to use, at most.",
      "poor_fit_when": "Almost always. The need is a lawyer or local legal aid, not a system-design argument. A recommendation here would misserve them."
    },
    {
      "reader": "General readers",
      "offers": "A case that justice can become abundant rather than scarce, with the trade-offs stated.",
      "poor_fit_when": "The expectation is neutral reportage; the authors argue a position."
    }
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  "limits": [
    "It is not a practice manual. It designs systems; it does not walk through filings, forms, or procedure.",
    "It is not a doctrinal treatise. The argument is jurisdictionally general, not a guide to any single legal system's rules.",
    "It is not a technical machine-learning text. There are no architectures, benchmarks, or code.",
    "It is not legal advice, and it is not a substitute for counsel. A person with an active legal problem needs a lawyer or local legal aid.",
    "It argues a position. The authors make a case that justice can become abundant; the book is not neutral reportage on the status quo."
  ],
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    "homepage_markdown": "https://superjustice.com/index.md"
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  "contact": {
    "media": [
      {
        "name": "Mark Fortier",
        "email": "mark@fortierpr.com"
      },
      {
        "name": "Liz Wetzel",
        "email": "liz@fortierpr.com"
      }
    ]
  },
  "related_scholarship": [
    {
      "title": "The Path of the Law: Towards Legal Singularity",
      "authors": "Benjamin Alarie",
      "venue": "66 University of Toronto Law Journal 443",
      "year": 2016,
      "relation": "named the legal singularity",
      "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2767835"
    },
    {
      "title": "Contracts in the Age of Smart Readers",
      "authors": "Yonathan A. Arbel and Samuel I. Becher",
      "venue": "90 George Washington Law Review 83-146",
      "year": 2022,
      "relation": "related work by an author",
      "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3740356"
    },
    {
      "title": "The Legal Singularity",
      "authors": "Abdi Aidid and Benjamin Alarie",
      "venue": "University of Toronto Press",
      "year": 2023,
      "relation": "related book by an author",
      "url": "https://legalsingularity.com"
    },
    {
      "title": "LexOptima: The Promise of AI-Enabled Legal Systems",
      "authors": "Benjamin Alarie and Samuel I. Becher",
      "venue": "75 University of Toronto Law Journal 73-121",
      "year": 2025,
      "relation": "precedes the book",
      "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4639168",
      "doi": "10.3138/utlj-2024-0002"
    },
    {
      "title": "Legal Order in the Age of AI Agents",
      "authors": "Samuel I. Becher and Benjamin Alarie",
      "venue": "University of Toronto Law Journal",
      "year": 2026,
      "relation": "follows the book",
      "url": "https://doi.org/10.3138/utlj-2025-0104",
      "doi": "10.3138/utlj-2025-0104",
      "preprint": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6001277"
    },
    {
      "title": "The End of Shopping",
      "authors": "Mark Bartholomew and Samuel I. Becher",
      "venue": "68 William & Mary Law Review, forthcoming",
      "year": 2026,
      "relation": "related work by an author",
      "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5572479"
    }
  ],
  "public_engagement": {
    "note": "Interviews, media features, lectures, and book launch seminars. Published items are independently checkable and carry a URL where a permanent link exists. Scheduled items are confirmed but not yet verifiable. Entries marked TBC are confirmed engagements with unconfirmed dates. Items under in_planning are being organized and are not yet confirmed.",
    "source": "This file. https://superjustice.com/events, /media, /index.md and /for-ai are renderings of public_engagement below and must not diverge from it.",
    "published": [
      {
        "date": "2026-07-14",
        "date_display": "14 July 2026",
        "type": "Podcast",
        "venue": "Tech Snippets Today",
        "category": "media",
        "presenters": [
          "Benjamin Alarie"
        ],
        "item": "Superjustice or algorithmic tyranny, with Benjamin Alarie",
        "url": "https://joetechnologist.com/superjustice-or-algorithm-tyranny-how-ai-is-rewriting-the-rule-of-law-with-professor-benjamin-alarie/",
        "status": "Published"
      },
      {
        "date": "2026-07-16",
        "date_display": "16 July 2026",
        "type": "Podcast",
        "venue": "Clearer Than Truth",
        "category": "media",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Interview, on Spotify",
        "url": "https://open.spotify.com/episode/3cijLsoSwZ9C7wuTjBbXqd",
        "status": "Published"
      },
      {
        "date": "2026-07-24",
        "date_display": "24 July 2026",
        "type": "Press",
        "venue": "Law360 Pulse",
        "category": "media",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Written interview",
        "url": "https://www.law360.com/pulse/legal-tech/articles/2504641/academics-call-for-new-framework-to-govern-legal-ai",
        "status": "Published",
        "access": "Subscription"
      },
      {
        "date": "2026-07",
        "date_display": "Summer 2026",
        "type": "Feature",
        "venue": "Yale Law Report",
        "category": "media",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Book feature",
        "url": "https://ylr.law.yale.edu/pdfs/v73-2/S26-full.pdf",
        "status": "Published",
        "access": "PDF"
      },
      {
        "date": "2026-08-05",
        "date_display": "5 August 2026",
        "type": "Radio",
        "venue": "Marketplace Tech",
        "category": "media",
        "presenters": [
          "Benjamin Alarie"
        ],
        "url": "https://www.marketplace.org/episode/2026/08/05/aidriven-law-could-be-an-answer-to-accessible-legal-help",
        "item": "AI-driven law could be an answer to accessible legal help. Interview with Benjamin Alarie",
        "status": "Published"
      },
      {
        "date": "2026-08-12",
        "date_display": "12 August 2026",
        "type": "Radio / Podcast",
        "venue": "The AmberMac Show, SiriusXM",
        "category": "media",
        "presenters": [
          "Benjamin Alarie"
        ],
        "url": "https://podcasts.apple.com/ca/podcast/zuckerbergs-ai-manifesto-closing-the-justice-gap/id1795992710?i=1000782947659",
        "item": "Zuckerberg's AI Manifesto + Closing the Justice Gap, episode 78. Interview with Benjamin Alarie",
        "status": "Published"
      }
    ],
    "scheduled": [
      {
        "date": "2026-08",
        "date_display": "August 2026",
        "date_tbc": true,
        "type": "Podcast",
        "venue": "Future Ready Lawyer",
        "category": "media",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Interview",
        "status": "Scheduled",
        "note": "Release date TBC"
      },
      {
        "date": "2026-08-27",
        "date_display": "27 August 2026",
        "type": "Podcast",
        "venue": "Explain to Shane",
        "category": "media",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Interview",
        "status": "Scheduled"
      },
      {
        "date": "2026-09-16",
        "date_display": "16 September 2026",
        "type": "Lecture",
        "venue": "Seoul National University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Invited conference presentation: Superjustice and the future of personalized law",
        "status": "Scheduled"
      },
      {
        "date": "2026-09-22",
        "date_display": "22 September 2026",
        "type": "Reading group",
        "venue": "Creative Destruction Lab, University of Toronto",
        "category": "talk",
        "presenters": [
          "Benjamin Alarie"
        ],
        "item": "Discussion comparing Superjustice and Orwell's 1984",
        "status": "Scheduled",
        "note": "Led by Benjamin Alarie"
      },
      {
        "date": "2026-10-28",
        "date_display": "28 October 2026",
        "type": "Seminar",
        "venue": "London School of Economics",
        "category": "talk",
        "presenters": [
          "Benjamin Alarie"
        ],
        "series": "Global Tax Seminar Series",
        "url": "https://www.lse.ac.uk/law/research/taxation-seminars",
        "item": "Superjustice book launch seminar, presented by Benjamin Alarie, with an interdisciplinary panel of discussants",
        "status": "Scheduled",
        "note": "6:30 to 8:00 p.m. London time, in person at LSE and online via Zoom. Hosted by Eduardo Baistrocchi. Panel of discussants being invited."
      },
      {
        "date": "2026-11-12",
        "date_display": "12 November 2026",
        "type": "Keynote",
        "venue": "University of Amsterdam",
        "category": "talk",
        "presenters": [
          "Benjamin Alarie"
        ],
        "url": "https://actl.uva.nl/content/events/2026/11/international-taxation-in-the-global-order.html",
        "item": "Keynote by Benjamin Alarie, International Taxation in the New Global Order, Amsterdam Centre for Tax Law",
        "status": "Scheduled"
      },
      {
        "date": "2026-11",
        "date_display": "November 2026",
        "date_tbc": true,
        "type": "Seminar",
        "venue": "University of Macau",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Book launch seminar",
        "status": "Scheduled",
        "note": "Date TBC"
      },
      {
        "date": "2026-12-29",
        "date_display": "29 December 2026",
        "type": "Symposium",
        "venue": "Hebrew University of Jerusalem and Bar-Ilan University",
        "category": "talk",
        "presenters": [
          "Samuel I. Becher"
        ],
        "series": "Jerusalem Review of Legal Studies",
        "item": "Superjustice book symposium, with commentaries by Yuval Feldman (Bar-Ilan University), Renana Keydar (Hebrew University of Jerusalem), Denisa Reshef Kera (Bar-Ilan University), and Kenneth A. Bamberger (University of California, Berkeley), and a response by Samuel I. Becher",
        "status": "Scheduled",
        "note": "16:30 to 19:30 Israel time, in person at Bar-Ilan University, Ramat Gan. The commentaries and the authors' response are to be published in the Jerusalem Review of Legal Studies. Program subject to confirmation."
      },
      {
        "date": "2027-01-06",
        "date_display": "6 January 2027",
        "type": "Seminar",
        "venue": "University of Haifa",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Book launch seminar",
        "status": "Scheduled"
      },
      {
        "date": "2027-04",
        "date_display": "Spring 2027",
        "date_tbc": true,
        "type": "Seminar",
        "venue": "Yale University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Book launch seminar",
        "status": "Scheduled",
        "note": "Date TBC. April 2027 under discussion with the host."
      },
      {
        "date": "2027-04-16",
        "date_display": "16 & 19 April 2027",
        "type": "Seminar",
        "venue": "Notre Dame University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Brown bag lunch and book launch seminar",
        "status": "Scheduled"
      },
      {
        "date": "2027-05-07",
        "date_display": "7 May 2027",
        "type": "Seminar",
        "venue": "National University of Singapore",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Book seminar",
        "status": "Scheduled"
      }
    ],
    "in_planning": [
      {
        "date": "2026-10",
        "date_display": "Fall 2026",
        "type": "Book talk",
        "venue": "Stanford University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "series": "CodeX / Stanford Program in Law, Science & Technology",
        "item": "Superjustice book talk",
        "status": "In planning",
        "note": "Date and format being finalized"
      },
      {
        "date": "2026-10-29",
        "date_display": "29 October 2026",
        "type": "Seminar",
        "venue": "Cambridge University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Superjustice book launch seminar",
        "status": "In planning",
        "note": "Date and format being finalized"
      },
      {
        "date": "2027-05",
        "date_display": "May 2027",
        "type": "Symposium",
        "venue": "University of Toronto",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "series": "University of Toronto Law Journal",
        "item": "Superjustice symposium and academic panel, with commentators engaging critically with the book",
        "status": "In planning",
        "note": "Date and format being finalized"
      },
      {
        "date": null,
        "date_display": "Dates to be discussed",
        "type": "Seminar",
        "venue": "Kyoto University",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Superjustice book launch seminar",
        "status": "In planning",
        "note": "Date and format being finalized"
      },
      {
        "date": null,
        "date_display": "Dates to be discussed",
        "type": "Seminar",
        "venue": "UNSW Sydney",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Superjustice book launch seminar",
        "status": "In planning",
        "note": "Date and format being finalized"
      },
      {
        "date": null,
        "date_display": "Dates to be discussed",
        "type": "Roundtable",
        "venue": "City University of Hong Kong",
        "category": "talk",
        "presenters": null,
        "presenters_note": "Not yet recorded. Do not infer.",
        "item": "Superjustice two-day roundtable",
        "status": "In planning",
        "note": "Date and format being finalized"
      }
    ],
    "vocabulary": {
      "published": "Has happened and is publicly verifiable. Carries a URL where a permanent link exists.",
      "scheduled": "Confirmed by the host. May carry an unconfirmed date, flagged with date_tbc.",
      "in_planning": "Being organized. Not confirmed. Must not be asserted as a scheduled event anywhere, including in schema.org markup, which has no status for an unconfirmed event.",
      "rule": "The words 'in planning' appear only in entries whose status is in_planning. An unsettled detail inside a confirmed entry is described some other way."
    },
    "counts": {
      "published_media": 6,
      "scheduled_media": 2,
      "scheduled_talks": 10,
      "in_planning_talks": 6,
      "note": "Every count rendered on a page must equal one of these. events.html shows scheduled_talks and in_planning_talks; media.html shows published_media and scheduled_media, and states scheduled_talks and in_planning_talks in prose on its link to the events page; index.html shows published_media and scheduled_talks."
    }
  }
}
