Lawyers as Guides in an Exponential Cognitive World
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    There Will Still Be Business Enough

    Lawyers as Guides in an Exponential, Cognitive World

    January 202618-22 min read
    Matthew A. Mishak

    Matthew A. Mishak

    Attorney & AI Legal Strategist

    "Those who adopt this technology will be very far ahead, very quickly, and very, very hard to catch."

    — Attorney Aaron Crews, Partner, Holland & Knight1

    March 2023. Legalweek. New York City. I'm in a room full of lawyers talking about "AI" like it's a productivity hack—interesting, but distant. Then Attorney Aaron Crews, a partner at Holland & Knight, cuts through the noise with one sentence I haven't been able to shake since: "Those who adopt this technology will be very far ahead, very quickly, and very, very, hard to catch."1

    That hit me because it put a timeline on something our profession prefers to keep theoretical. A few months earlier, I had learned that GPT-3.5 could perform at something like bar-exam level—but near the bottom of the distribution, roughly the 10th percentile.2 Impressive for software. Easy for lawyers to dismiss as "cute."

    Then I flew back to Cleveland and the curve bent—hard. GPT-4 arrived and jumped to the other end of the bell curve: around the 90th percentile, and it reportedly completed the exam in about six minutes—a test that typically takes humans roughly twelve hours.2

    That is not "progress." That is an exponential, cognitive world—and it forces a hard question on every practicing attorney:

    If the tools can change that fast, how fast do we need to change to remain the guides our clients—and our justice system—need?

    The Justice Gap Isn't a Talking Point. It's a National Emergency.

    Before we debate whether AI "threatens" the profession, we need to face a more sobering reality: A vast portion of America is already living in a world without lawyers.

    The Legal Services Corporation's 2022 Justice Gap report says it plainly: "Low-income Americans do not get any or enough legal help for 92% of their substantial civil legal problems."3

    Let that sit for a second. Civil legal problems aren't "nice-to-have" inconveniences. They're evictions. Benefit denials. Unsafe housing. Consumer debt. Healthcare access. Family instability. The issues that determine whether a person has a home, safety, income, and stability.

    The Report's Snapshot:

    • 3 in 4 (74%) low-income households experienced at least one civil legal problem in the past year.4
    • 2 in 5 (39%) experienced five or more problems; 1 in 5 (20%) experienced ten or more.4
    • Low-income Americans seek legal help for only 1 out of every 4 problems that substantially impact them.4
    • Cost is a central barrier: 46% who didn't seek legal help cited cost as a reason.4
    • 53% don't know whether they could find and afford a lawyer if they needed one.4
    • 55% say these problems substantially impacted their lives—finances, health, safety, relationships.4

    And when people do reach out to legal aid, the capacity simply isn't there. The Justice Gap report estimates that over the course of a year, low-income individuals approach LSC-funded organizations with about 1.9 million eligible problems.5 They receive some legal help for 51%, but even then, they receive enough help to resolve the problem only 56% of the time.5 The report further notes that LSC-funded organizations are unable to provide any or enough help for 71% of problems brought to them—about 1.4 million problems annually.5

    This is not a "marketing opportunity." It's a moral problem. It's also a systems problem. Because when millions of people can't access legal help, what they really lose is not just a case—they lose trust.

    The report found that only 28% of low-income Americans agree with the statement: "People like me are treated fairly in the civil legal system."6 That's not cynicism. That's lived experience speaking.

    The "Unserved Market" Is Not a Market of Luxury. It's a Market of Pain.

    Lawyers sometimes talk about the unserved public like it's an abstract "access to justice" topic. But the unserved market is people.

    It is the single parent getting pushed out by an eviction notice they don't understand.

    It is the veteran navigating elder abuse and exploitation.

    It is the employee denied unemployment.

    It is the family drowning in debt collection threats.

    The ABA has reported that 80% of civil legal needs of low- and middle-income individuals go unmet.8 Another analysis notes that many people handle problems alone, do nothing, or seek help from someone who isn't a lawyer.8

    And that creates a second uncomfortable truth: People will solve their problems—with or without us.

    They'll solve them with Google, TikTok, Reddit, a friend who "knows a guy," or a chatbot. Sometimes they'll solve them poorly. Sometimes they'll lose rights they didn't know they had. Sometimes they'll get hurt.

    But they will act. Which means the real question is not whether the public will DIY law. It's whether lawyers will build the guardrails, tools, and pathways that make self-help safer, more accurate, and more humane. That is where technology—especially AI—becomes an opportunity to do what lawyers have always done: help people solve their biggest problems.

    Lawyers Aren't Wrong to Fear Risk. We're Just Not Trained to See the Upside.

    Let's be honest about our profession. Lawyers are trained to be hyper-aware of risk. We are taught to see what can go wrong before anyone else sees it. That's not a character flaw—it's a professional asset. But it comes with a shadow side: We often have less practice with the upside of well-managed risk.

    As Thomson Reuters put it, the legal profession is "inherently risk averse," built on precedent and caution.9 And when something new shows up—like AI—the default reflex is to ask:

    • What are the ethics risks?
    • What are the malpractice risks?
    • What are the confidentiality risks?
    • What are the "unknown unknowns"?

    Those are good questions. But if those are the only questions we ask, we commit a quiet professional error: we ignore the risk of not changing. And in an exponential world, the cost of delay compounds.

    "AI will not replace lawyers, but those lawyers who use AI will replace those who do not."

    — Managing partner Katie Tornari10

    That's not hype. That's basic competitive reality. But the deeper reason to change isn't competition. It's mission.

    The New Model: Lawyers as Guides Who Empower People

    We need a reframe. Lawyers are not merely "service providers." We are not just document factories. We are not just courtroom weapons. We are professional guides.

    A trusted guide does three things:

    1. Clarifies the landscape (what the rules are and what's at stake).
    2. Creates a path (what steps to take, in what order, with what risks).
    3. Stays with you when it gets hard (judgment, strategy, advocacy, reassurance).

    In a world where most people can't afford full representation, and legal aid can't meet demand, the future of legal service is not "lawyers vs. self-help." It's lawyer-guided self-help. It's unbundling. It's limited-scope representation. It's "first mile" triage: a smart, ethical way to help people understand whether they have a legal issue and what to do next.

    And here's where AI changes the game. AI can help us build:

    • Better intake systems that identify the real legal issue faster.
    • Plain-language explanations of rights and options.
    • Decision trees and guided workflows.
    • Draft forms and letters that clients can use with oversight.
    • Issue spotters that help a lawyer quickly see what matters.
    • Scaled education that empowers communities.

    Used well, AI does not reduce the lawyer's role. It expands it—because it extends our reach into the 77% of legal need that isn't being served.11

    Legal aid organizations—under-resourced but mission-driven—have recognized this quickly. A survey summarized by Robert Ambrogi reported that 74% of legal aid organizations are already using AI, roughly twice the adoption rate of the broader legal profession.12 That should humble us. Legal aid is showing the profession what urgency looks like.

    "The innovation capacity of legal aid… [is] driven by scarcity… [and] creativity."

    — Angela Tripp, LSC Program Officer13

    And in that same discussion, Jennifer Zelnick warned that the justice gap could grow exponentially with AI if the public-serving legal ecosystem falls behind.14 That is the nightmare scenario: AI becomes an advantage available only to the well-resourced, and the poor fall further behind.

    But there is a better scenario—if we lead.

    The AI Advantage report (Everlaw/NLADA/Paladin/LawSites) found that 90% of surveyed legal aid professionals believed that fully using AI would enable them to serve more clients.15 This isn't wishful thinking; it's capacity mathematics.

    "Generative AI offers a rare chance to address this crisis."

    — Kristen Sonday, CEO, Paladin15

    Why the World Still Needs Lawyers in the Age of AI

    Here's the part the doomsayers get wrong:

    AI can generate words. It can summarize cases. It can draft.

    But it cannot do the real work of law:

    • Accountable judgment.
    • Ethical constraint.
    • Strategic choice under uncertainty.
    • Human trust and reassurance.
    • Advocacy when someone's life is falling apart.
    • The courage to say "this is wrong" and fight.

    And law itself is not optional. Law is the operating system of our society.16 Every contract. Every employment relationship. Every property right. Every regulation. Every government program. Every business. Every family dispute.

    So when the "operating system" is changing quickly—because technology is changing quickly—the world needs lawyers who can understand the change and craft the future.

    In an AI-driven world, our role expands into new responsibilities:

    • Shaping AI governance.
    • Drafting standards for accountability and transparency.
    • Protecting privacy and due process.
    • Designing lawful, ethical automation.
    • Preventing algorithmic harm.
    • Building public trust in systems that will increasingly use AI.

    The profession doesn't shrink in a world like that. The profession becomes more necessary—if we choose to lead.

    "Yes, But What About the Risk?" — The Answer Is Responsibility, Not Retreat.

    Now we have to talk about the elephant in the room. AI can hallucinate. AI can fabricate. AI can be confidently wrong. And courts are not playing games with that.

    In Mata v. Avianca, Inc., lawyers filed a brief with fake AI-generated citations, and the court sanctioned them.17 Judge P. Kevin Castel made a point every lawyer should tattoo on their brain: "There is nothing inherently improper about using… artificial intelligence… But… rules impose a gatekeeping role on attorneys."17

    That's the center of gravity: not fear of the tool—responsibility for the output.

    Canada saw similar fallout. In commentary on cases involving fabricated AI citations, lawyer Fraser MacLean put it bluntly: "The problem isn't that AI was used… [it's that] lawyers submitted citations… completely fabricated."18

    And the warning has only grown louder. A California appellate court reportedly sanctioned an attorney for AI-fabricated quotes, emphasizing: "No… filing… should contain any citations… the attorney… has not personally read and verified."19

    These aren't anti-technology rulings. They are pro-lawyer-accountability rulings. They confirm what we already know: our licenses are not delegable. Our judgment is not outsourceable. Our duty of candor doesn't get handed to a chatbot.

    So if you're worried about AI risk, you are not wrong. You're just incomplete. Because the right response isn't retreat. The right response is a professional framework that makes safe adoption possible.

    The COUNSEL Method: A Practical Framework for Safe AI Integration

    If you want to begin safely integrating AI into your firm—without putting your clients, your license, or your reputation at risk—start here:

    PrinciplePractical Rule
    C — ConfidentialityNever put client secrets into tools that don't guarantee protection. Use secure systems. Control access. Document your policy.
    O — OversightAI drafts. Lawyers decide. Everything AI touches gets reviewed by an attorney responsible for the final product.
    U — UnderstandingKnow what these systems are (and are not). They predict language. They don't "know" truth. They can be wrong.
    N — NoticeBe transparent—internally and, when appropriate, with clients—about how tools are used and how you protect data.
    S — ScrutinyVerify everything that matters: citations, quotes, statutes, deadlines, jurisdictional nuances. Treat AI like a fast intern—helpful, not authoritative.
    E — Equitable Fee SharingWhen technology creates efficiency, clients should feel it. Efficiency builds trust—and expands access.
    L — Lifetime LearningThis is not a one-time upgrade. It's a permanent posture. The tools will keep evolving. So must we.

    This is how lawyers become informed risk-takers: not reckless, not paralyzed—competent, ethical, and brave.

    A 30–60–90 Day Plan to Start Leading

    If the exponential world feels overwhelming, here's the truth: You don't need to "transform your firm" overnight. You need to start.

    In the next 30 days

    • Identify one pain point (intake summaries, first drafts, deposition outlines, demand letters).
    • Pilot AI only on non-confidential or sanitized inputs.
    • Create a simple written policy: what's allowed, what isn't, and who reviews.

    In the next 60 days

    • Train your team on verification: citations, quotes, sources, and human review.
    • Build templates and prompt libraries to standardize quality.
    • Decide what tools are approved and why.

    In the next 90 days

    • Expand into client-facing empowerment: guided checklists, plain-language explainers, unbundled offerings supported by attorney oversight.
    • Measure outcomes: time saved, client satisfaction, errors caught, capacity gained.
    • Adjust the policy and keep improving.

    This is how you build an AI-enabled firm that is faster, safer, and more impactful—without becoming a headline.

    The Crescendo: The Future Doesn't Need Less Law. It Needs Better Lawyering.

    Here's what I believe:

    We are living through a once-in-a-generation shift—like the industrial revolution, but faster and more cognitive. The skill we sell is not typing. It's judgment, strategy, ethics, and advocacy. But the way we deliver that value must evolve.

    If we don't lead, others will define the future of legal service without us—tech companies, unregulated tools, half-accurate chatbots, and systems that leave ordinary people to gamble with their rights. And we don't get to complain about that future if we refused to build a better one.

    So this is the call to the profession:

    • Be the lawyers who scale access to justice, not the lawyers who defend scarcity.
    • Be the professionals who empower people to solve their own problems with safe pathways and real oversight.
    • Be the guides who help society navigate the rules of a new world.
    • And be the leaders who shape the frameworks that will govern AI—not after the fact, but now.

    "There will still be business enough."

    — Abraham Lincoln, 185020

    He was right then. And he's right now.

    There is work enough.

    There is need enough.

    There is purpose enough.

    The only question is whether we will step forward.

    Let's rock this. Let's change the world.

    About the Author

    Matt Mishak is the founder of Mishak Law and LegalTek.ai. A former prosecutor and trial attorney, Matt focuses on building practical systems—legal and technological—that help people navigate high-stakes moments with clarity and confidence. He writes and speaks on responsible AI adoption in law, scaling access to justice, and the evolving role of lawyers as trusted guides in an exponential world.

    Endnotes

    1. Aaron Crews, Partner, Holland & Knight LLP, Remarks at Legalweek (Mar. 2023) (quote reflected on conference slide image on file with author).
    2. David Alexander, Why GPT-4's Score on the Bar Exam May Not Be So Impressive, N.Y. St. Bar Ass'n (Apr. 16, 2024).
    3. Legal Servs. Corp., The Justice Gap: The Unmet Civil Legal Needs of Low-Income Americans 7 (2022).
    4. Id. at 8.
    5. Id. at 19.
    6. Id. at 50.
    7. Id. at 11.
    8. Hugh Logue, Civil Needs Unmet: The Latent Demand for Legal Services, ABA Bus. L. Today (Mar. 16, 2020).
    9. Overcoming Lawyers' Resistance to Change, Thomson Reuters (2019).
    10. Duncan Hall, Technology Adoption a Must for Law Firms, Royal Gazette (Bermuda) (July 11, 2024).
    11. Jack Newton, CEO, Clio, Remarks in Why the Latent Legal Market Matters (Clio Podcast, Feb. 10, 2020).
    12. Robert Ambrogi, Legal Aid Organizations Embrace AI at Twice the Rate of Other Lawyers, New Study Reveals, LawSites (Sept. 25, 2025).
    13. Legal Servs. Corp., Talk Justice: Why Is Legal Aid Embracing AI Faster Than Other Legal Professionals? (Press Release, Nov. 11, 2025).
    14. Id.
    15. Everlaw, Nat'l Legal Aid & Defender Ass'n, Paladin & LawSites, The AI Advantage: How Technology Can Help Bridge the Justice Gap (Sept. 2025).
    16. Carl Malamud, quoted in Law Libr. J. (2002) ("Law is the operating system of our society.").
    17. Mata v. Avianca, Inc., No. 22-CV-1461 (PKC) (S.D.N.Y. June 22, 2023).
    18. Tim Wilbur, Why Banning AI in Court Is the Wrong Fix for Fake Case Citations, Canadian Lawyer (June 6, 2025).
    19. Khari Johnson, California Issues Historic Fine Over Lawyer's ChatGPT Fabrications, CalMatters (Sept. 22, 2025).
    20. Abraham Lincoln, Notes for a Law Lecture (July 1, 1850), in 2 The Collected Works of Abraham Lincoln 81, 82 (Roy P. Basler ed., 1953).

    AI Disclaimer: This content was human-reviewed but may contain AI-generated elements. Readers are encouraged to conduct their own research and remain skeptical of any factual errors.