‘Weâre already seeing that itâs meeting our expectations, just by usage and talking to lawyers that are using it. We havenât run into any complaints or any serious concerns’

Miami-Dade Public Defender Carlos Martinez is a remote technology early adopter turned AI trailblazer.
Six months ago, his front-line defenders, most of them in the felony division, began using the Casetext legal assistant âCoCounsel.â The advanced large-language model, CoCounsel is based on ChatGPT4.
âWeâve been told by Casetext that we are the first public defenderâs office in the country to be using artificial intelligence for research and for case preparation,â said Cindy Guerra, chief deputy public defender of operations.
Last year, the Los Angeles public defender began using AI technology to speed the processing of criminal court records, sparing some clientsâ arrests for missing bench warrants.
Guerra describes a more advanced AI deployment in Miami-Dade, which also uses machine learning to process documents.
âOur lawyers are using it primarily for research, deposition preparation, first drafts. Theyâre using it to write memos,â she said.
In a typical example, an assistant public defender will upload the facts of a clientâs case and ask CoCounsel to prepare a deposition of the lead detective, Guerra said.
CoCounsel responds almost instantly with a comprehensive list of questions.
âIf you want to dig deeper into one of the subjects, it will give you more questions to ask,â she says. âAnother way they use it is just good old-fashioned research. Itâs just more comprehensive than the other research tools that are out there.â
As an attorney with considerable AI experience, Guerra should know.
Martinez recruited her two-and-half years ago from the Palm Beach County Court Clerk & Comptrollerâs Office, where she served as chief operating officer for courts and official records.
In 2018, Guerra led the Palm Beach clerkâs award-winning project to implement the nationâs first machine learning-based court docketing system. Audits determined the system was 98% to 99% accurate, far better than humans.
âWe were doing about 35% to 40% of all filings hands free, with no clerks touching it, just artificial intelligence,â she said.
Guerra credits Martinez with recognizing AIâs potential for his office.
âHe really is at the vanguard. We were one of the first to use remote depositions before the pandemic, and we were one of the first to do jail interviews remotely,â Guerra says. âHe is always the first to say there has to be a way to use technology.â
The CoCounsel project was considered a âbeta test,â because no other public defender had tried it, Guerra said. That allowed Martinez to negotiate a substantial discount for about 100 individual licenses.
Martinezâs office oversees 230 lawyers who handled 70,000 cases in FY 2022-23, Guerra said.
Each CoCounsel user is monitored closely. That gives Martinez the ability to ask those who deploy it less frequently if they would be willing to surrender their license to another attorney.
âWe couldnât afford to give it to every attorney â the point is not to waste money,â Guerra said.
CoCounsel users receive comprehensive training and understand its limitations, she said.
âEverybody knows the story about the New York attorney, and the AI that made up cites,â she said. âThe attorneys know these are just first drafts that you still have to go through and make sure everything is right.â
CoCounsel is popular with most attorneys who use it, she said.
âWeâre already seeing that itâs meeting our expectations, just by usage and talking to lawyers that are using it. We havenât run into any complaints or any serious concerns,â she said.
In the private sector, CoCounsel is getting rave reviews from Fisher Phillips, the first major law firm to deploy it, according to a recent ABA Bar Journal article.
âEvan Shankman, chief knowledge and innovation officer at Fisher Phillips, calls CoCounsel âearth-shatteringâ in its ability to accomplish numerous legal tasks based on up-to-date caselaw, statutes, and regulations,â the article notes.
Shankman asked CoCounsel to draft a research memo detailing the required language for an employment application under Massachusetts law.
âThe result was a 20-page document that began with three chief bullet-point requirements followed by a detailed analysis and a list of citations to 28 cases containing background information on the stateâs anti-discrimination statutes, a ban on requiring lie detector tests and a description of the stateâs pay equity law,â according to the article.
Shankman told the ABA Journal that he received the results in about five minutes.
Guerra acknowledges that the transition to AI hasnât been perfectly smooth for every assistant public defender.
âI wouldnât say all of the lawyers are happy, some have reported that they are still getting used to it. Itâs a new tool, so they are still working on perfecting their prompts so they can use it in the most efficient way.â
CoCounsel can steer attorneys off course if they arenât careful, she said. Itâs happened to her.
âSometimes, you go down a rabbit hole that is not relevant to exactly what you were asking,â she said. âThat just means you have to refine your prompts.â
In recent appearances before legislative budget committees, Martinez has warned that he and other public defenders are facing a âcrisisâ in turnover and an inability to recruit beginning lawyers.
AI technology can be part of the solution by improving efficiency, Guerra says, but it will never replace a human with legal training.
âLawyers still have to lawyer, lawyers still have to strategize, lawyers still have to do the hard work,â she said. âThis is just facilitating that.â
Jim Ash, Florida Bar News (2023, December 26)Â https://www.floridabar.org/the-florida-bar-news/miami-dade-public-defender-is-using-artificial-intelligence-for-research-and-for-case-preparation/














