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A foreclosure case involving a Deutsche Bank subsidiary has become the latest cautionary example of AI hallucinations infiltrating the courtroom, raising hard questions about who bears the cost when lawyers trust the machine too much.
Imagine hiring a lawyer to defend your interests in court, only to learn that some of the legal precedent they cited never existed. That's essentially what happened in a Washington, D.C. courtroom, and it's a scenario playing out with troubling frequency as artificial intelligence tools work their way into the legal profession.
The District of Columbia Court of Appeals, the highest local court in the capital, ruled on Thursday that lawyers representing Deutsche Bank National Trust Company in a mortgage foreclosure case had submitted a legal brief riddled with fabricated citations. The court called it a "cautionary tale" about the risks of AI misuse in legal practice. Deutsche Bank National Trust was acting as trustee for a securitized mortgage trust, a role that made it a party to the underlying foreclosure dispute.
According to the court's order, the brief "contained multiple citations to cases that the court was unable to locate or confirm as legitimate." In plain terms, the lawyers cited court decisions that don't exist, likely invented by an AI system asked to find supporting legal authority. This phenomenon, known as "hallucination," happens when AI language models generate plausible-sounding but entirely fictional information because they're designed to predict convincing text, not to verify truth.
Loishirl Hall, an outside lawyer representing Deutsche Bank, apologized in a court filing and admitted she used a Google AI program to help draft the brief. She said she had taken steps to verify the citations before submitting them, though those steps evidently failed. The court acknowledged that Hall took responsibility for her error, but it didn't stop there. Every attorney who signed the brief, the judges wrote, "bears some responsibility."
Hall's firm at the time, McCabe, Weisberg & Conway, told the appeals court it does not permit employees to use AI for drafting any legal correspondence or documents. That policy apparently wasn't followed, or wasn't enforced closely enough to catch the problem before it reached a judge's desk. Neither Hall nor Deutsche Bank responded to requests for comment, and the McCabe firm did not respond either.
This wasn't an isolated glitch. The D.C. Court of Appeals said this was the first time it had personally encountered a brief with fabricated citations, but the judges were careful to note that AI use in the legal industry is now so widespread that ignorance is no longer a credible excuse. As the panel put it, attorneys "can no longer credibly claim ignorance of its pitfalls, including its propensity to hallucinate legal authority."
That's a notable shift in tone from courts. Rather than treating AI hallucinations as a fluke, judges increasingly frame them as a foreseeable risk that legal professionals have a duty to guard against. Think of it like a pharmacist who knows a particular drug can produce dangerous interactions. Once that risk is well documented, failing to check for it isn't an oversight. It's negligence.

The judges were careful not to condemn AI outright. "Our intent is not to discourage attorneys from using AI," they wrote, "indeed, we have reached a point where attorneys eschew at least an understanding, if not use, of AI at their own peril, but to emphasize the importance of doing so discerningly and responsibly." That's a fairly balanced stance for a court to take: use the tool, but verify everything it produces before it reaches a judge.
The consequences here were real, even if not severe. The court struck Deutsche Bank National Trust's brief entirely, meaning the arguments in it can no longer be considered in the case. The court also referred the matter to the D.C. attorney discipline arm for whatever investigation it deems appropriate, opening the door to professional sanctions against the lawyers involved.
Judge Stephen Glickman, writing separately, raised a concern that deserves attention. He called striking the brief an "appropriate but comparatively weak response that unfortunately penalizes the innocent client for its counsel's offense." In other words, Deutsche Bank National Trust, the actual party in the case, pays the price for its lawyers' mistake, even though the bank itself likely had no idea AI was involved in drafting its legal arguments. Glickman suggested the full appeals court might want to revisit how it handles situations like this going forward.
This case fits into a broader wave of AI-related stumbles working their way through American courts. Just weeks earlier, Mississippi asked an appeals court to reassign a judge over an "error-plagued" AI-assisted ruling. A federal judge separately warned the Justice Department about AI use in an immigration case. Another appeals court rebuked a lawyer over "fake and hallucinated" case citations in a different matter entirely, and in June, a judge disqualified lawyers on both sides of a lawsuit after finding that both parties had misused AI. Taken together, these cases suggest the legal system is still figuring out how to police a technology that moves faster than its rules.
For ordinary people caught up in foreclosure disputes, contract fights, or any other legal battle, this case is a reminder that the tools lawyers use behind the scenes can directly affect real outcomes. A homeowner facing foreclosure deserves a process built on real precedent, not fabricated case law generated by a chatbot with no obligation to tell the truth.
The bigger issue is accountability. Courts are signaling that "the AI made a mistake" won't work as a defense anymore, and that responsibility extends beyond the individual lawyer who typed the prompt to everyone who signed off on the final document. Law firms that ban AI use on paper, as McCabe, Weisberg & Conway says it does, may find that policies mean little without enforcement.
California lawmakers recently passed a bill specifically governing lawyers' use of AI, suggesting regulators are starting to catch up. Whether other jurisdictions follow with clearer rules, or leave it to case-by-case rulings like this one, will shape how safely AI gets woven into legal practice in the years ahead. Until then, clients are left hoping their lawyers check the machine's work before it becomes their problem too.
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Original Sources
DC court faults lawyers for Deutsche Bank subsidiary over AI hallucination
↗ https://www.reuters.com/legal/legalindustry/dc-court-faults-lawyers-deutsche-bank-subsidiary-over-ai-hallucination-2026-09-03
About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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8 September 2026
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