Self-Defense Laws Redefine Bystander Death Cases, Legal AI Demands Domain Knowledge, and Why PI Firms Need More Than Billboards
Plus: How Playing All In Built a Hyper-Growth PI Firm
👋 Good morning. Chris Dreyer here. Courts are continuing to test the boundaries of self-defense law with recent rulings showing how expanded protections are reshaping cases involving unintended bystander deaths.
Also: New research on legal AI makes a useful point. A recent paper argues that AI works best when it is built around domain knowledge and structured legal reasoning, not bigger models or longer prompts. Systems that reflect how lawyers actually think through cases are simply more reliable. For firms, that is not just safer. It is a stronger long-term approach.
And this week, I share my two cents on why visibility alone won’t drive long-term growth for PI firms. Being seen matters. But so does having a direct line to the people who may one day need your help. I break down why personal injury marketing needs two levers to work and how owning the relationship changes everything. Let’s dive in…
📆 [Webinar Replay]
AI tools don’t decide which law firm is “best” by reading firm websites. They rely on third-party signals such as directories, reviews, awards, and case results to determine which firms get cited and recommended in AI answers.
In this webinar replay, our VP of Digital Shawn Denney and Director of SEO Logan Mosby explain how those signals shape visibility inside tools like ChatGPT, which platforms matter most, and what law firms can change today to improve how often they are surfaced to potential clients.
Billboard Advertising Works Wonders For PI Firms. That’s Only Half The Battle.
Personal injury firms continue to spend heavily on billboards. A recent story in The Hustle, citing data from the American Bar Association, found there were roughly 1.3 million practicing attorneys in the United States in 2024. That’s intense competition, and it explains why legal services advertisers spent $541.6 million on out-of-home and outdoor advertising in 2024. Much of that spending is concentrated in personal injury where firms compete aggressively for visibility.
The logic behind billboard ads is straightforward. When accidents happen, people need a lawyer fast. Billboards, with their catchy slogans and huge phone numbers, help to ensure a firm’s name (or a lawyer’s face) is familiar at that moment. It’s about driving brand awareness and recall. And that’s exactly what makes them an effective discovery channel.
But personal injury marketing needs two levers to work:
Discovery
Relationships
Discovery is about being found:
Social media platforms like Facebook and LinkedIn
Search channels like YouTube and Google
SEO and AI search
Out-Of-Home (OOH) advertising like billboards, bus wraps, and murals
Television
Relationship-building is about being trusted:
Newsletters
Podcasts
SMS and texts
Private communities
Events
Community projects
Jay Clouse, founder of Creator Science, explains:
“[Discovery] platforms are designed to soak up as much human attention as possible – so they are incentivized to connect their users with exceptional content that the user will enjoy and spend time consuming.
“Relationship Platforms are focused on distribution that YOU own and control.”
In personal injury, most firms invest in the first and assume the second will take care of itself.
Big mistake. You need both.
Discovery channels make your firm top-of-mind. They are optimized for reach, frequency, and findability. The platforms control distribution and use algorithms to help you earn attention.
Relationship platforms serve a different role entirely. They give people a way to communicate directly with the audience, to hear how a firm thinks, understand how cases are evaluated, and what makes you different, because the audience has opted in. These are channels you own. Best of all…
There is no algorithm deciding who receives the message.
Which brings me to this…firms that combine discovery with relationship-building will see more durable growth. Discovery creates awareness. Relationship platforms build on that awareness. One without the other leaves value on the table. Together, they are a killer combination.
Billboards paired with an email newsletter extend awareness beyond the highway. A former client may notice a firm’s name on a commute, then later encounter its email content. When the client needs a firm again, for themselves or someone they know, you are already in their head. The billboard creates recall. The newsletter reinforces trust and top-of-mind awareness over time.
SEO paired with a podcast turns search traffic into familiarity. Search helps a firm get found when legal questions arise. A podcast gives those searchers a way to spend time with the firm’s thinking, hear real explanations, and build confidence before making contact.
Television paired with sustained educational content reduces decision friction. Broadcast ads generate broad awareness. Educational content, like books given to prospective clients or blog posts, answers the follow-up questions that advertising cannot address in thirty seconds.
Feel free to use this framework to design your content strategy. The goal is not to be everywhere. The goal is to increase conversions and caseload.
🔗 Designing Your Content Strategy →
Expanded Self-Defense Laws Reshape Cases Involving Bystander Deaths
The Wall Street Journal recently reported that courts in several states have extended legal protections for people who kill unintended bystanders while acting in lawful self-defense. In a series of recent cases, prosecutors declined homicide charges or juries acquitted defendants after shootings deemed justified under self-defense law.
In Massachusetts, the state’s Supreme Judicial Court ruled that a defendant’s lawful self-defense against an assailant may excuse the killing of an unintended victim, such as an innocent bystander. The decision returned a Holyoke nail salon case to trial court after a stray bullet killed employee Trung “Michael” Tran, 33, following an initial first-degree murder charge.
The Journal documents similar outcomes in other states. In Watsonville, California, prosecutors declined homicide charges after a man acting in self-defense killed his assailant but also killed a bar worker and wounded three bystanders. In Akron, Ohio, a convenience store owner was acquitted of negligent homicide after a bystander was killed during a struggle involving a firearm.
The rulings come amid a broader rise in killings classified as legally justified, a trend the Journal has linked to expanded self-defense laws in multiple states. The reporting shows how those legal standards shape charging decisions and case outcomes across jurisdictions.
Prosecutors often decline homicide charges in bystander deaths tied to self-defense claims. In several cases cited by the Journal, authorities concluded they could not disprove a defendant’s account of acting in lawful self-defense.
Courts have emphasized long-standing self-defense doctrines. The Massachusetts court joined other states in holding that lawful self-defense can extend to unintended victims, while noting that defendants could still face lesser charges if they acted recklessly or negligently.
Civil litigation may proceed after criminal cases conclude. In multiple instances reviewed by the Journal, families of bystanders pursued civil lawsuits after prosecutors declined charges or criminal cases ended without convictions.
Why it matters: These cases lead to legal ambiguity and confused victims. When a death is ruled lawful self-defense, families are often left without accountability, clear explanations, or a sense of where to turn next. It does, however, create a potential opportunity for PI firms to advocate for bystanders harmed in situations where no crime is committed.
A content strategy that speaks plainly to bystander harm, accountability outside the criminal system, and support for families navigating loss in these gray areas is likely to resonate with people seeking guidance after prosecutors decline charges and criminal cases close. Increasingly, that kind of work requires a dedicated storytelling function inside the firm — someone responsible for shaping narrative, tone, and clarity across content, media, and owned channels.
Reliable Legal AI Requires Domain Knowledge, Not Bigger Models
A new academic paper finds that legal AI becomes more reliable when systems embed domain-specific expertise and human legal reasoning, rather than relying on larger language models or expanded context windows. The study, A Comprehensive Framework for Reliable Legal AI, argues that performance breaks down when general-purpose models are tasked with complex legal reasoning without structured guidance.
The authors argue that while modern models can technically process large volumes of text, their effective reasoning capacity is significantly smaller. As legal tasks grow more complex, accuracy declines unless work is decomposed into specialized functions that mirror how lawyers actually analyze facts, sequence judgment, and verify conclusions.
Instead of feeding entire document sets into a single model, the paper advocates for systems built around modular expert components. These systems apply explicit legal rules, role-based workflows, and iterative refinement loops. Human legal expertise is treated as a core design input, shaping how the system reasons rather than serving only as a final check.
That conclusion was echoed publicly last week by Gabe Pereyra, co-founder of Harvey AI, during a Reddit AMA. Pereyra said that reasoning quality degrades well before models reach their token limits and that performance gains come from encoding how human lawyers process information, such as how they review deal rooms or structure legal analysis, rather than relying on larger prompts or broader retrieval alone. A few implications stand out for personal injury firms:
Reasoning capacity outweighs speed in contingency-based practices. The paper finds that legal AI performs best when systems are designed to reason through complex tasks using domain-specific structure rather than simply generating text faster. For PI firms that earn on outcomes rather than hours, accuracy and judgment carry greater economic value than drafting speed.
Domain-trained systems reduce hallucination risk. The authors emphasize verification, task decomposition, and iterative refinement as core system features. These mechanisms directly address the fabrication and error propagation seen in unstructured AI use.
Workflow design matters more than model size. Both the paper and Harvey’s experience point to the same limitation: expanding context windows does not solve reasoning failures. Systems trained to follow how lawyers think through legal problems deliver more reliable results than general-purpose models fed larger volumes of data.
For PI firms, credibility is currency. Injury litigation depends on clean citations, precise factual records, and judicial trust in how evidence and liability are presented. As courts grow more alert to AI-related errors, firms that rely on unstructured tools face growing risk. Those that encode legal judgment into their systems will see more gains from AI-related investments.
🔗 A Comprehensive Framework for Reliable Legal AI →
Legal AI Tops Human Lawyers in Large-Scale Research Study: A new study from Vals AI compared four AI products Alexi, Counsel Stack, Midpage, and ChatGPT with a lawyer control group across 200 U.S. legal research questions and found that AI systems consistently outperformed the Lawyer Baseline on overall performance. Responses were scored on accuracy, authoritativeness through citations, and appropriateness for sharing, with AI tools posting average weighted scores between 74 percent and 78 percent versus 69 percent for lawyers.
US Personal Injury Firms Push to Bring Private Equity Into Legal Sector: Personal injury law firms in states including Louisiana, Michigan, Arizona, and California are holding talks with private equity investors about selling stakes, a move that would mark the first significant entry of outside equity into US law firms. Advisers say PI firms are among the closest in the legal sector to completing such deals, with Louisiana based Dudley DeBosier hiring investment bank KBW Stifel to seek a private equity backer to fund acquisitions.
Jury Hits Michelin With $220M Verdict in Fatal Tire Failure Case: A New Mexico jury returned a $220 million wrongful death verdict against Michelin North America after finding the company 100% liable for a July 2021 crash tied to a Michelin LTX M tire that allegedly suffered a tread separation, causing a vehicle to cross into oncoming traffic and kill three family members across three generations. Discount Tire Company of New Mexico was also named as a defendant but was assigned no fault. Plaintiffs’ counsel said Michelin fought disclosure of internal emails and documents during discovery.
Johnson & Johnson Hit With $40M Verdict in Ovarian Cancer Suit: A Los Angeles Superior Court jury awarded $40 million to two California women who said Johnson & Johnson’s talc-based baby powder caused their ovarian cancer, allocating $18 million to Monica Kent and $22 million to Deborah Schultz and her husband. Jurors found the company knew for years that its talc products were dangerous but failed to warn consumers, according to court records. Johnson & Johnson said it plans to immediately appeal the verdict and faces more than 67,000 lawsuits nationwide tied to alleged cancer risks from talc products.
Hawaii Sues TikTok Over Alleged Youth Mental Health Harms: Hawaii sued TikTok and its parent company, ByteDance, on Dec. 3, alleging the platform was deliberately designed to be addictive for young users and misled the public about associated mental health risks. The complaint says features such as the “For You” feed, autoplay, infinite scroll, push notifications, and likes are engineered to maximize engagement and advertising revenue by triggering dopamine responses similar to tactics used in the gambling industry. The state also alleges TikTok knowingly collected data from users under 13 without parental consent, citing inadequate age verification and internal records showing millions of underage users.
Insurer Says Kratom Retailers Aren’t Covered in Wrongful Death Suit: Hudson Excess Insurance Co. filed a federal declaratory judgment action seeking a ruling that it has no duty to defend or indemnify two Washington smoke shops accused in state court of selling kratom products allegedly linked to a fatal overdose. The insurer argues the claims fall outside coverage under an “expected or intended injury” exclusion because the underlying complaint alleges the retailers knowingly sold dangerous kratom products, and it also cites policy provisions barring coverage for off-premises injuries and punitive damages sought in the case.
California Judge Excludes Expert, Ends Baby Food Heavy Metals Claims: A Los Angeles Superior Court judge granted summary judgment to Hain Celestial Group Inc. and other baby food makers after excluding plaintiffs’ toxicology expert under California’s Sargon standard. The court found the expert’s dose-allocation method improperly averaged exposure across products from multiple companies, including non-defendants, and could not isolate defendant-specific causation. The ruling disposes of claims alleging arsenic and lead in baby food caused a child’s brain damage, autism spectrum disorder and ADHD, and comes ahead of a scheduled Rule 702 hearing in the federal baby food MDL.
Florida Jury Awards $779M In Internet Cafe Killing: A Gadsden County jury awarded $779 million to the survivors of Lewis Butler, a security guard shot and killed during an attempted robbery at a Havana, Florida, internet gambling cafe in November 2023. Butler was shot eight times while protecting a cashier, according to civil rights attorney Ben Crump, who filed the wrongful death suit on behalf of the family. The civil case followed criminal convictions against Kevontae Washington, who was found guilty of first-degree murder and related charges, and alleged the cafe’s operators failed to report a prior armed robbery and address known security risks.
That is the highest score achieved by any AI model on the legal “hard” subset of the Professional Reasoning Benchmark, a new test designed to measure high-stakes legal judgment rather than academic knowledge. The benchmark evaluates models on real-world legal decisions sourced from 182 domain experts across 47 U.S. jurisdictions and 114 countries, using detailed rubrics that penalize unsafe or opaque reasoning.
Even top models fall well short of reliability in legal reasoning. On the hardest legal tasks, the leading model reached just 0.37 on a 0–1 scale, with no system breaking 0.40. The result underscores how far current AI remains from consistently meeting professional standards in law, especially when consequences include liability, sanctions, or adverse outcomes.
The biggest gaps are not accuracy alone, but how answers are reached. Across models, the benchmark found persistent weaknesses in process transparency, handling uncertainty, and domain-specific diligence. Models often arrive at a correct conclusion through incomplete or opaque reasoning, limiting their usefulness in settings where the reasoning path itself matters.
Legal performance lags finance under the same test conditions. While finance and law both showed weak results, legal tasks produced slightly lower top scores, reflecting the added complexity of jurisdictional nuance, evidentiary standards, and ethical risk that general-purpose models struggle to handle consistently.
How Playing All In Built a Hyper-Growth PI Firm
Law school meant late nights, strong coffee, and endless reading, but Jennifer Gore-Cuthbert still found time to run the student bar association, manage the campus store, and study abroad in Scotland. She describes it as an experiment to see what would happen if she stopped holding back. That experiment became Atlanta Personal Injury Law Group, a firm that landed on the Inc. 5000 list three years running. Gore-Cuthbert is now a managing partner at Sweet James Accident Attorneys.
“If you’re playing all in, success is almost guaranteed,” she told me. “Because 90 percent of people aren’t.”
From mindset to model. Gore-Cuthbert’s growth story starts with a belief that the firm owner matters more than any single strategy. Early in her career, she hired mindset coaches to help her identify blind spots and raise what she calls her “financial set point.” Each shift in mindset made it easier to hire earlier, open new offices, and invest in digital assets.
Owning attention, not renting it. While many firms default to PPC, she treats SEO and content as digital real estate. The team built a “shock-and-awe” content engine, publishing two short-form videos a day, filmed in batches, edited in-house, and repurposed across TikTok, Instagram, Facebook, and YouTube. The goal was to show up every day and often enough that potential clients kept seeing them.
The bilingual intake machine. The content only mattered because the firm could handle and convert the volume of incoming leads. Gore-Cuthbert calls intake the lifeblood of the firm, and she built for speed and persistence. Every intake specialist is bilingual, eliminating handoffs that slow response times in Atlanta’s Spanish-speaking market. The team uses intake software, automated drip campaigns, and extended coverage. When mentor Mike Morris “ghost-called” to test the system, he laughed afterward: “Y’all were relentless. I thought you were going to show up on my doorstep.”
Referrals as brand defence. Gore-Cuthbert turns down hot shot litigators who won’t answer the phone. Her referral strategy prioritizes responsiveness above credentials. “A great referral partner protects your brand as much as your client,” she says.
The lesson: Growth comes from raising your ceiling, owning your audience, and never dropping the call. Here’s the full conversation:
🎧 Personal Injury Mastermind: Ep 133 →
If owning the relationship is the second lever in PI marketing, Levitate is one way firms put that into practice. It’s a relationship marketing platform designed to help personal injury firms stay directly connected to former clients, referral partners, and local networks without relying entirely on ads, platforms, or algorithms.
Levitate brings email, text, social scheduling, reviews, and handwritten cards into one system, paired with a dedicated success specialist who helps firms plan outreach around real moments rather than marketing calendars. It’s built for firms that want to stay top of mind in ways that feel personal, consistent, and intentional. Here’s where we see the most value:
Built for life after the case. Firms use Levitate to follow up post-settlement, maintain referral relationships, and encourage reviews over time, not just at intake.
Personal by design. The platform helps teams remember key details about contacts so outreach sounds like it came from a person, not software.
Service as part of the product. Levitate pairs its tools with hands-on support, an approach the company credits for sustained client growth.
For PI firms, this tool could help turn past cases and existing relationships into an owned channel.
Before you go
Disclaimer: Personal Injury Mastermind takes all reasonable steps to ensure accuracy in the materials we share, including articles, newsletters, and reports. These materials are intended for general informational purposes only and do not constitute legal advice. They may not reflect the most current laws or regulations. Always consult a qualified attorney for advice on a specific legal matter.
Thanks for reading. Quick ask…if you know someone who’d benefit from this content, please forward this to them. I’ll be back next week. - Chris
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