{
  "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": "2026-07-30",
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    "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."
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  "book": {
    "title": "Superjustice",
    "subtitle": "Law in the Age of Artificial Intelligence",
    "authors": [
      "Samuel I. Becher",
      "Benjamin Alarie"
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            "Ten Pillars of Legal Dysfunctionality",
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            "From Gridlock to Dynamism"
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  "authors": [
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      "affiliation": "City University of Hong Kong School of Law",
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        "Professor of Law",
        "Center for AI Safety AI & Society Fellow"
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      "standing": [
        "More than two decades of research at the intersection of consumer law, contract law, and technology.",
        "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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    {
      "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.",
        "LL.M., Yale Law School; clerked at the Supreme Court of Canada for Justice Louise Arbour."
      ],
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  "audience_fit": [
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      "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."
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    {
      "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."
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    {
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      "offers": "The institutional constraints legal AI must satisfy, from authors who both build and study these systems.",
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    },
    {
      "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."
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      "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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  "contact": {
    "media": [
      {
        "name": "Mark Fortier",
        "email": "mark@fortierpr.com"
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      {
        "name": "Liz Wetzel",
        "email": "liz@fortierpr.com"
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  "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"
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    "note": "Interviews, media features, lectures, and book launch seminars. Published items carry a URL and are independently checkable. Scheduled items are not yet verifiable. Entries marked TBC are confirmed engagements with unconfirmed dates.",
    "source": "https://superjustice.com/#docket",
    "published": [
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        "date": "2026-07-14",
        "date_display": "14 July 2026",
        "type": "Podcast",
        "venue": "Tech Snippets Today",
        "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"
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      {
        "date": "2026-07-16",
        "date_display": "16 July 2026",
        "type": "Podcast",
        "venue": "Clearer Than Truth",
        "item": "Interview, on Spotify",
        "url": "https://open.spotify.com/episode/3cijLsoSwZ9C7wuTjBbXqd",
        "status": "Published"
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        "date": "2026-07-24",
        "date_display": "24 July 2026",
        "type": "Press",
        "venue": "Law360 Pulse",
        "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"
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      {
        "date": "2026-07",
        "date_display": "Summer 2026",
        "type": "Feature",
        "venue": "Yale Law Report",
        "item": "Book feature",
        "url": "https://ylr.law.yale.edu/pdfs/v73-2/S26-full.pdf",
        "status": "Published",
        "access": "PDF"
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    ],
    "scheduled": [
      {
        "date": "2026-08",
        "date_display": "August 2026",
        "type": "Podcast",
        "venue": "Future Ready Lawyer",
        "item": "Interview",
        "status": "Scheduled",
        "note": "Release date TBC"
      },
      {
        "date": "2026-08-03",
        "date_display": "3 August 2026",
        "type": "Radio",
        "venue": "Marketplace Tech",
        "item": "Radio interview",
        "status": "Scheduled"
      },
      {
        "date": "2026-08-06",
        "date_display": "6 August 2026",
        "type": "Press",
        "venue": "LegalReader",
        "item": "Article and press release",
        "status": "Scheduled"
      },
      {
        "date": "2026-08-13",
        "date_display": "13 August 2026",
        "type": "Podcast",
        "venue": "Explain to Shane",
        "item": "Interview",
        "status": "Scheduled"
      },
      {
        "date": "2026-09-16",
        "date_display": "16 September 2026",
        "type": "Lecture",
        "venue": "Seoul National University",
        "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",
        "item": "Discussion comparing Superjustice and Orwell's 1984",
        "status": "Scheduled"
      },
      {
        "date": "2026-10-29",
        "date_display": "29 October 2026",
        "type": "Seminar",
        "venue": "Cambridge University",
        "item": "Book launch seminar",
        "status": "Scheduled"
      },
      {
        "date": "2026-11-12",
        "date_display": "12 November 2026",
        "type": "Keynote",
        "venue": "University of Amsterdam",
        "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",
        "type": "Seminar",
        "venue": "University of Macau",
        "item": "Book launch seminar",
        "status": "Scheduled",
        "note": "Date TBC"
      },
      {
        "date": "2027-01",
        "date_display": "January 2027",
        "type": "Seminar",
        "venue": "Haifa University",
        "item": "Book launch seminar",
        "status": "Scheduled",
        "note": "Date TBC"
      },
      {
        "date": "2027-01",
        "date_display": "January 2027",
        "type": "Symposium",
        "venue": "Jerusalem Review of Legal Studies",
        "item": "Book symposium",
        "status": "Scheduled"
      },
      {
        "date": "2027-03",
        "date_display": "Spring 2027",
        "type": "Seminar",
        "venue": "Yale University",
        "item": "Book launch seminar",
        "status": "Scheduled",
        "note": "Date TBC"
      },
      {
        "date": "2027-04-16",
        "date_display": "16 & 19 April 2027",
        "type": "Seminar",
        "venue": "Notre Dame University",
        "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",
        "item": "Book seminar",
        "status": "Scheduled"
      }
    ]
  }
}
