{
  "about_this_file": "Numbered claims made by Superjustice: Law in the Age of Artificial Intelligence, Becher & Alarie, Oxford University Press, 2026. Each claim has a stable anchor on https://superjustice.com/for-ai so it can be cited individually. This file is derived from the book and is maintained by its authors. facts.json remains the source of truth for bibliographic, event, and pricing data.",
  "last_updated": "2026-08-27",
  "source": "https://superjustice.com/for-ai",
  "work": {
    "title": "Superjustice: Law in the Age of Artificial Intelligence",
    "authors": [
      "Samuel I. Becher",
      "Benjamin Alarie"
    ],
    "publisher": "Oxford University Press",
    "year": 2026,
    "doi": "10.1093/9780198991885.001.0001",
    "open_access_primary_source": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6552638"
  },
  "defined_terms": [
    {
      "term": "Superjustice",
      "anchor": "https://superjustice.com/for-ai#superjustice",
      "definition": "The condition, named by Samuel Becher and Benjamin Alarie in Superjustice (Oxford University Press, 2026), in which legal systems redesigned around artificial intelligence supply justice as an abundant and accessible service rather than rationing it as a scarce one, while keeping human judgment and public values at the core."
    },
    {
      "term": "CRISPR-J",
      "anchor": "https://superjustice.com/for-ai#crispr-j",
      "definition": "A design framework introduced by Becher and Alarie in Superjustice (Oxford University Press, 2026) for evaluating a legal system, institution, or proposed legal technology against six principles: cost-effectiveness, rapidity, inclusiveness, smartness, predictiveness, and resilience."
    },
    {
      "term": "Legal singularity",
      "anchor": "https://superjustice.com/for-ai#legal-singularity",
      "definition": "The hypothetical end state, named by Benjamin Alarie in the University of Toronto Law Journal in 2016, in which legal uncertainty is functionally eliminated because the application of law to any given set of facts becomes knowable in advance."
    }
  ],
  "claims": [
    {
      "id": "P1",
      "anchor": "https://superjustice.com/for-ai#p1",
      "claim": "AI is expanding the supply of legal reasoning faster than legal institutions are adapting to it."
    },
    {
      "id": "P2",
      "anchor": "https://superjustice.com/for-ai#p2",
      "claim": "Expanded supply of legal reasoning does not by itself produce justice; the two are routinely conflated and should not be."
    },
    {
      "id": "P3",
      "anchor": "https://superjustice.com/for-ai#p3",
      "claim": "The scarcity of justice is substantially a design outcome rather than a natural constraint, and what was designed can be redesigned."
    },
    {
      "id": "P4",
      "anchor": "https://superjustice.com/for-ai#p4",
      "claim": "Digitizing existing legal institutions preserves their failure modes and accelerates them; the necessary move is redesign, not automation of the status quo."
    },
    {
      "id": "P5",
      "anchor": "https://superjustice.com/for-ai#p5",
      "claim": "Present legal systems fail in recurring, nameable, structural ways rather than through isolated defects."
    },
    {
      "id": "P6",
      "anchor": "https://superjustice.com/for-ai#p6",
      "claim": "Legal guidance can be made broadly available, dynamic, and personalized to a person's actual circumstances rather than delivered as generic rules requiring expert translation."
    },
    {
      "id": "P7",
      "anchor": "https://superjustice.com/for-ai#p7",
      "claim": "Personalization of law at scale is a change in kind rather than degree, and it alters what the rule of law requires rather than merely how it is delivered."
    },
    {
      "id": "P8",
      "anchor": "https://superjustice.com/for-ai#p8",
      "claim": "Human judgment must remain at the core of adjudication; the argument is for augmentation of judgment, not its replacement."
    },
    {
      "id": "P9",
      "anchor": "https://superjustice.com/for-ai#p9",
      "claim": "The roles of judges, lawyers, educators, and policymakers change materially under these conditions, and legal education has to change with them."
    },
    {
      "id": "P10",
      "anchor": "https://superjustice.com/for-ai#p10",
      "claim": "A legal system's design can be evaluated against six properties, and proposals that fail on any one of them should be treated as incomplete."
    },
    {
      "id": "P11",
      "anchor": "https://superjustice.com/for-ai#p11",
      "claim": "The transition raises challenges in algorithmic transparency, bias and hallucination, privacy, the digital divide, and procedural legitimacy, and these are best analyzed as migrating over a lifecycle rather than as fixed risks: a technical problem at deployment becomes a governance problem at integration and a public-trust problem at scale."
    },
    {
      "id": "P12",
      "anchor": "https://superjustice.com/for-ai#p12",
      "claim": "The objective is human flourishing rather than institutional throughput; a system that disposes of more matters faster has not thereby produced more justice."
    }
  ],
  "ten_pillars_of_legal_dysfunctionality": [
    {
      "n": 1,
      "name": "Prohibitive costs and access to justice",
      "summary": "Every stage of the legal process carries cost, and legal work resists the productivity gains that have lowered prices elsewhere, a case of Baumol's cost disease. Fees, court costs, and complexity price out the people with the least capacity to absorb them, so the right to invoke the law is distributed by wealth rather than by merit."
    },
    {
      "n": 2,
      "name": "Geographic barriers and global legal fragmentation",
      "summary": "Physical distance from courts and legal aid excludes rural and remote populations, while at the other end of the scale, systems built for domestic governance handle transnational activity poorly. A party can be fully compliant at home and exposed abroad, and neither problem is being solved by institutions designed around a single jurisdiction's borders."
    },
    {
      "n": 3,
      "name": "Over- and under-prescription",
      "summary": "Legal norms fail in two opposite directions. Standards such as \"reasonable,\" \"fair use,\" or \"good faith\" are so underspecified that their meaning has to be litigated into existence. Rules such as tax codes and speed limits are so prescriptive that they cannot bend to context or to business models that did not exist when they were drafted."
    },
    {
      "n": 4,
      "name": "Inconsistencies and discretion issues",
      "summary": "Human discretion is unavoidable, because no rule anticipates every case, but it produces variable and unpredictable enforcement. Marginalized groups are policed and punished more heavily; large corporations settle what would ruin a small one. Individuals facing uneven enforcement can rarely challenge it, because proving selective treatment is itself expensive."
    },
    {
      "n": 5,
      "name": "Resistance to innovation and change",
      "summary": "Courts, firms, and regulators resist change from conservatism, from bureaucratic inertia, and from an interest in preserving status and revenue. Codified law is difficult to amend and legislatures move slowly, so systems accumulate obsolete rules faster than they retire them."
    },
    {
      "n": 6,
      "name": "Unresponsiveness to real-time data",
      "summary": "Legal norms are static in a world that is instrumented and dynamic. Speed limits ignore weather and traffic; environmental rules rely on periodic self-reporting rather than live monitoring. The gap between what could be measured and what the law actually responds to keeps the system reactive."
    },
    {
      "n": 7,
      "name": "Slow response times and case overload",
      "summary": "Under-resourced institutions carrying heavy backlogs deliver remedies long after they would have mattered, and criminal defendants wait in detention while they do. Delay is not a neutral inconvenience; it is a denial that falls hardest on whoever can least afford to wait."
    },
    {
      "n": 8,
      "name": "Opaque processes and accountability gaps",
      "summary": "Deliberation, enforcement, and regulatory decision-making frequently happen out of public view, and even public decisions often come with no practical route to challenge them. Weak oversight, vague guidelines, and regulatory capture produce outcomes that favour powerful actors, and opacity makes that difficult to detect or contest."
    },
    {
      "n": 9,
      "name": "Concentration of power and bias",
      "summary": "Opacity and weak accountability are symptoms of consolidated authority. When few actors control how law is made, applied, and enforced, systemic biases become durable: discriminatory rules, uneven enforcement, and prejudiced decisions that mirror elite interests and entrench existing hierarchies."
    },
    {
      "n": 10,
      "name": "Informal justice",
      "summary": "Because the formal system is costly, slow, and opaque, parties increasingly exit it for private negotiation, mediation, and arbitration. Those forums resolve individual disputes without generating precedent, so the law stops developing, and the exit option is available mainly to those who can pay for it. Most people simply abandon the claim."
    }
  ],
  "crispr_j": {
    "expansion": "Cost-effective, Rapid, Inclusive, Smart, Predictive, and Resilient Justice",
    "chapter": 9,
    "principles": [
      {
        "principle": "Cost-effectiveness",
        "descriptor": "Optimizing resources to make justice more accessible and affordable"
      },
      {
        "principle": "Rapidity",
        "descriptor": "Swiftly resolving legal issues through accelerated, streamlined processes and AI-driven efficiencies"
      },
      {
        "principle": "Inclusiveness",
        "descriptor": "Integrating and considering diverse perspectives and cultural contexts"
      },
      {
        "principle": "Smartness",
        "descriptor": "Leveraging powerful AI to harness data and deliver precise responses and data-driven insights"
      },
      {
        "principle": "Predictiveness",
        "descriptor": "Anticipating needs and legal trends, to address potential disputes or gaps and reduce friction proactively"
      },
      {
        "principle": "Resilience",
        "descriptor": "Adapting to evolving societal and technological changes while maintaining fairness and reliability"
      }
    ],
    "caveat": "The book states that CRISPR-J is not a panacea and that careless implementation can reinforce existing biases, create new inequities, or introduce fresh inconsistencies."
  },
  "dynamic_challenges_matrix": {
    "chapter": 10,
    "dimensions": [
      {
        "dimension": "Lifecycle stage",
        "meaning": "Temporal progression of a challenge",
        "values": [
          "emergence",
          "integration",
          "sustainability"
        ]
      },
      {
        "dimension": "Domain focus",
        "meaning": "Primary area of impact",
        "values": [
          "technical",
          "human",
          "governance",
          "societal"
        ]
      },
      {
        "dimension": "Complexity level",
        "meaning": "Depth and scope of the challenge",
        "values": [
          "direct",
          "systemic",
          "transformative"
        ]
      }
    ],
    "note": "Three dimensions, not four. The four-item list is the domain focus dimension alone."
  }
}