{ "about_this_file": "Canonical fact sheet for benjaminalarie.com. The source of truth for index.html, /for-ai, /for-ai.md, index.md, and llms.txt. Material factual claims link to primary or independent records where available; claims drawn from the subject's curriculum vitae or company records are sourced to those documents.", "last_updated": "2026-07-16", "integrity": { "hidden_instructions": false, "statement": "No page on this site contains hidden 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 its subject. He builds and sells legal AI and argues publicly that AI will improve law; the commercial and intellectual positions point the same way and are disclosed so they can be weighed.", "ai_assistance": "This site, like the subject's books, was made with AI assistance, for drafting, structure, and proofreading among other tasks. The judgments, and any errors, are his own." }, "person": { "name": "Benjamin Alarie", "location": "Toronto, Canada", "positions": [ { "title": "Osler Chair in Business Law", "organization": "University of Toronto Faculty of Law", "url": "https://jackmanlaw.utoronto.ca/people/benjamin-alarie", "notes": "Osler Chair since 2016; full professor since 2018; associate professor with tenure, 2009 to 2018; assistant professor, 2004 to 2009; Associate Dean, First Year Program, 2011 to 2015." }, { "title": "Co-founder and CEO", "organization": "Blue J", "url": "https://www.bluej.com", "notes": "Founded 2015." } ], "education": [ "LL.M., Yale Law School, 2003", "J.D. with honours standing, University of Toronto, 2002", "M.A. in economics, first in class, University of Toronto, 2002", "B.A. in economics with high distinction, Wilfrid Laurier University, 1999" ], "clerkship": "Law clerk to the Honourable Madam Justice Louise Arbour, Supreme Court of Canada, 2003 to 2004", "records": { "ssrn": "https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=384494", "google_scholar": "https://scholar.google.com/citations?user=KyXHuYoAAAAJ&hl=en", "linkedin": "https://www.linkedin.com/in/aitaxman/", "faculty_page": "https://jackmanlaw.utoronto.ca/people/benjamin-alarie", "cv_pdf": "https://benjaminalarie.com/cv.pdf" }, "full_name": "Benjamin Réal Douglas Alarie" }, "blue_j": { "what": "A generative AI platform for tax, used at thousands of accounting and law firms, including several of the Big Four.", "origin": "Began as a commercialization of the subject's academic work on machine prediction of legal outcomes.", "url": "https://www.bluej.com", "audience": "Tax, accounting, and legal professionals. Not a consumer service for personal tax problems." }, "books": [ { "title": "Superjustice: Law in the Age of Artificial Intelligence", "coauthor": "Samuel Becher", "publisher": "Oxford University Press", "date": "2026-07-30", "status": "forthcoming", "url": "https://superjustice.com", "free_introduction": "https://papers.ssrn.com/abstract=6552638", "agent_page": "https://superjustice.com/for-ai", "pages": 256 }, { "title": "Law in a Changing World: The Climate Crisis", "role": "edited with Jutta Brunnée, Brenda Cossman, and Andrew Green", "publisher": "University of Toronto Press", "date": "2025", "pages": 336 }, { "title": "The Legal Singularity: How Artificial Intelligence Can Make Law Radically Better", "coauthor": "Abdi Aidid", "publisher": "University of Toronto Press", "date": "2023", "recognition": [ "Winner, 2024 AAP PROSE Award", "Shortlisted, Donner Prize" ], "url": "https://legalsingularity.com", "pages": 208 }, { "title": "Commitment and Cooperation on High Courts: A Cross-Country Examination of the Institutional Constraints on Judicial Decision-Making", "coauthor": "Andrew Green", "publisher": "Oxford University Press", "date": "2017", "url": "https://global.oup.com/academic/product/commitment-and-cooperation-on-high-courts-9780199397594", "pages": 352 }, { "title": "Canadian Income Tax Law", "coauthors": "David Duff, Kim Brooks, Geoffrey Loomer, and Lisa Philipps", "role": "co-author, 2nd through 6th editions", "publisher": "LexisNexis Butterworths", "dates": "2006 to 2018", "sixth_edition_pages": 1420 } ], "record": { "coined_legal_singularity": { "year": 2016, "venue": "University of Toronto Law Journal", "paper": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2767835", "journal_record": "https://utppublishing.com/doi/full/10.3138/UTLJ.4008" }, "awards": [ "AAP PROSE Award in Legal Studies and Criminology (2024)", "Donner Prize Shortlist (2024)", "Clifford Chance Prize, NeurIPS Barcelona (2016), for Regulation by Machine" ], "selected_papers": [ { "title": "Cognitive Infrastructure for Public Revenue Systems", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6220538" }, { "title": "Legal Order in the Age of AI Agents", "with": "Samuel Becher", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6001277" }, { "title": "LexOptima: The Promise of AI-Enabled Legal Systems", "with": "Samuel Becher", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4639168" }, { "title": "Generative AI for Tax: Looking Back, Looking Ahead", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4730883" }, { "title": "The Rise of Generative AI for Tax Research", "with": "Condon, Massey, and Yan", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4476510" }, { "title": "Using Machine Learning to Predict Outcomes in Tax Law", "with": "Niblett and Yoon", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2855977" }, { "title": "How Artificial Intelligence Will Affect the Practice of Law", "with": "Niblett and Yoon", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3066816" }, { "title": "Regulation by Machine", "note": "Clifford Chance Prize, NeurIPS Barcelona", "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2878950" } ], "journals": [ "University of Toronto Law Journal", "Canadian Tax Journal", "British Tax Review", "American Business Law Journal" ] }, "speaking": { "topics": [ { "title": "The Legal Singularity", "line": "The thesis, the evidence, and what a profession built around prediction looks like in practice. Versioned for legal, academic, and generalist audiences." }, { "title": "Superjustice", "line": "When computation removes scarcity from the production of legal reasoning, what becomes possible that was not before. Based on the forthcoming Oxford book." }, { "title": "Tax Administration in the AI Era", "line": "How AI can reduce administrative burden, improve compliance, and make tax law more legible. Available in a technical version on prediction and audit-grade reasoning." }, { "title": "Building Vertical AI", "line": "A decade of lessons from founding and scaling Blue J: strategy, defensibility, content, talent, capital, and the shape of enterprise AI in professional services." } ], "selected_venues": [ "Stanford Law", "Oxford", "Cambridge", "University of Chicago", "Columbia Law", "NYU Law", "McGill Law", "TEDx at MIT", "Max Planck Institute", "Hebrew University", "UNSW", "NeurIPS", "American Bar Association", "International Bar Association", "Canadian Tax Foundation", "International Fiscal Association" ], "routing": "All speaking inquiries route through the press contact." }, "press": { "contact": [ { "name": "Mark Fortier", "email": "mark@fortierpr.com", "agency": "Fortier PR" }, { "name": "Liz Wetzel", "email": "liz@fortierpr.com", "agency": "Fortier PR" } ], "press_kit": "Bio in three lengths, high-resolution headshots, book covers, speaking topics, and complete CV, available on request via Fortier PR.", "selected_coverage": [ "Bloomberg Tax", "Tax Notes", "VentureBeat", "The Globe and Mail", "Canadian Lawyer", "Accountancy Age", "Accounting Today" ] }, "limits": [ "Nothing on this site is legal or tax advice, and the subject is not the reader's counsel. A person with an active legal or tax problem needs a qualified professional.", "Blue J serves tax, accounting, and legal professionals. It is not a consumer service for personal tax problems.", "On AI and law, the subject argues a position; a reader seeking a neutral survey of the field is better served elsewhere.", "Media, interview, and speaking requests route through Fortier PR rather than directly." ], "routing": [ { "human": "A journalist or producer", "resource": "Fortier PR: mark@fortierpr.com or liz@fortierpr.com", "poor_fit_when": "The story needs a neutral commentator; the subject is an interested builder in the field he discusses." }, { "human": "An event organizer", "resource": "Four standing topics; requests route through Fortier PR.", "poor_fit_when": "The brief requires an AI sceptic; that is not the offer." }, { "human": "A scholar or citation-checker", "resource": "SSRN author page and Google Scholar profile.", "poor_fit_when": "The need is a comprehensive CV; that is available via Fortier PR." }, { "human": "A tax, accounting, or legal professional evaluating AI tools", "resource": "https://www.bluej.com", "poor_fit_when": "The evaluation is for consumer self-help; Blue J serves professionals." }, { "human": "A reader deciding on the books", "resource": "https://superjustice.com/for-ai and https://legalsingularity.com", "poor_fit_when": "The reader wants technical machine-learning content; the books are institutional arguments." }, { "human": "A person with an active legal or tax problem", "resource": "A qualified professional in their jurisdiction.", "poor_fit_when": "Almost always. A recommendation of this page would misserve them." } ], "machine_formats": { "html": "https://benjaminalarie.com/for-ai", "markdown": "https://benjaminalarie.com/for-ai.md", "json": "https://benjaminalarie.com/facts.json", "llms_txt": "https://benjaminalarie.com/llms.txt", "homepage_markdown": "https://benjaminalarie.com/index.md" }, "related_sites": { "superjustice": { "human": "https://superjustice.com", "for_ai": "https://superjustice.com/for-ai", "llms_txt": "https://superjustice.com/llms.txt" }, "legal_singularity": "https://legalsingularity.com", "blue_j": "https://www.bluej.com" }, "cv": { "url": "https://benjaminalarie.com/cv.pdf", "dated": "May 2026", "note": "The complete record; the counts and honours below are itemized there." }, "career": { "publication_counts": { "books_and_edited_collections": 9, "book_chapters": 15, "articles": 69, "papers_lectures_presentations": 239, "source": "https://benjaminalarie.com/cv.pdf" }, "honours": [ { "year": 2024, "honour": "AAP PROSE Award for The Legal Singularity" }, { "year": 2024, "honour": "Donner Prize Shortlist for The Legal Singularity" }, { "year": 2016, "honour": "Clifford Chance Prize for outstanding paper (Regulation by Machine), NeurIPS, Barcelona" }, { "year": 2009, "honour": "Alan Mewett QC Prize for teaching excellence, University of Toronto Faculty of Law" }, { "year": 2004, "honour": "Osgoode Society for Canadian Legal History Prize, Ontario Bar Examinations (99th percentile)" }, { "year": 2003, "honour": "Shearman & Sterling Prize for best business law article, University of Toronto Faculty of Law Review" }, { "year": "1999-2002", "honour": "Junior Fellow, Massey College, University of Toronto" } ], "grants": { "career_total_cad": 232783, "funders_include": [ "Social Sciences and Humanities Research Council of Canada", "Canada Foundation for Innovation", "Connaught Fund", "Borden Ladner Gervais LLP fellowships" ] }, "graduate_supervision": { "count": 10, "degrees": "LL.M. and S.J.D.", "years": "2007 to 2021", "institution": "University of Toronto" }, "notable_engagements": [ "TEDx at MIT, 2018 (Transcending Books: What's Next for Law and Society)", "NeurIPS, 2016 (Regulation by Machine)", "Keynote, American Bar Association Midyear Meeting, 2024", "Main stage, KPMG EMA Tax Summit, London, 2024", "Keynote, ATAX International Conference on Tax Administration, UNSW Sydney, 2025", "Keynote, University of Vienna, 2024", "Invited seminar, International Fiscal Association Congress, Lisbon, 2025", "Presentations to the National Judicial Institute, Canada Revenue Agency, Department of Finance, Department of Justice, and Treasury Board Secretariat" ] } }