Bob Ambrogi

<img width="1024" height="576" src="https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="" decoding="async" loading="lazy" style="float:left; margin:0 15px 15px 0;" srcset="https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC-1024x576.jpg 1024w, https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC-300x169.jpg 300w, https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC-768x432.jpg 768w, https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC-1536x864.jpg 1536w, https://www.lawnext.com/wp-content/uploads/2023/04/E86DC315-F003-4982-AA40-54DD09284ACC.jpg 1600w" sizes="(max-width: 1024px) 100vw, 1024px" />Nominations are now open for the 2023 <a href="https://americanlegaltechnology.com/">American Legal Technology Awards</a>, which honor exceptional achievement in various aspects of legal technology.
Winners will be feted at a gala dinner at Gaylord Opryland Resort in Nashville on Oct. 8, the night before the <a href="https://cliocloudconference.com/">Clio Cloud Conference</a> starts at the same venue.
Ticket sales for the dinner are <a href="https://americanlegaltechnology.com/#buy-tickets">also now open</a>, with an early-bird price of $175 through July 31, after which the price will be $250.
According to <a href="https://www.linkedin.com/in/thomasgmartin/">Tom Martin</a>, a cofounder of the awards, the theme of this year&#8217;s event is &#8220;Belonging,&#8221; because, he says, &#8220;awards are nothing without a community to celebrate them and who work together in common cause to drive positive change.&#8221;
Now in its fourth year, the event is adding a new award category, a lifetime achievement award, to recognize an individual who has displayed leadership, excellence and vision over a long career in driving innovation in the law.
Awards will also be presented in another eight categories:
<ul>
<li>Access to Justice.</li>
<li>Court.</li>
<li>Enterprise.</li>
<li>Individual.</li>
<li>Technology.</li>
<li>Law Department.</li>
<li>Law Firm.</li>
<li>Startup.</li>
</ul>
The deadline to <a href="https://americanlegaltechnology.com/#submit-nomination">submit nominations</a> is July 31. Finalists will be announced in August, with the winners to be named at the gala.
Between now and the gala, the event organizers are also presenting two &#8220;genius panels,&#8221; one that will be held in June and feature past winners of the award and another in September on the state of the industry.
In addition to Martin, who in his day job is founder of <a href="https://lawdroid.com/">LawDroid</a>, the other two founders of the awards are <a href="https://www.palacelaw.com/attorneys/patrick-a-palace/">Patrick Palace</a>, founder of <a href="https://www.palacelaw.com/">Palace Law</a> in Tacoma, Wash., and <a href="https://law.vanderbilt.edu/bio/caitlin-moon">Caitlin Moon</a>, director of innovation design for the Program on Law and Innovation at Vanderbilt Law School.

Nominations are now open for the 2023 American Legal Technology Awards, which honor exceptional achievement in various aspects of legal technology. Winners will be feted at a gala dinner at Gaylord Opryland Resort in Nashville on Oct. 8, the night before the Clio Cloud Conference starts at the same venue. Ticket sales for the dinner […]

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Mark C. Palmer

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							<img decoding="async" loading="lazy" class="aligncenter wp-image-23240 size-large" src="https://www.2civility.org/wp-content/uploads/2023/03/Chat-GPT-1024x605.jpg" alt="Businessman holding hologram Chat GPT" width="640" height="378" srcset="http://civility.wpenginepowered.com/wp-content/uploads/2023/03/Chat-GPT-1024x605.jpg 1024w, http://civility.wpenginepowered.com/wp-content/uploads/2023/03/Chat-GPT-300x177.jpg 300w, http://civility.wpenginepowered.com/wp-content/uploads/2023/03/Chat-GPT-768x453.jpg 768w, http://civility.wpenginepowered.com/wp-content/uploads/2023/03/Chat-GPT.jpg 1333w" sizes="(max-width: 640px) 100vw, 640px" />Like many, I came to Chicago for the 2023 ABA <a href="https://www.techshow.com/">TechShow</a> knowing that ChatGPT was going to be a buzzword in the hallways, sessions, and panels. That was no surprise as it has been trending (including in legal tech circles) since its public launch in November 2022.
My goal as a TechShow attendee was two-fold: (1) Gain a better understanding of how <a href="https://chat.openai.com/auth/login">ChatGPT</a> works, and (2) attempt to put aside the hype to objectively evaluate its potential impact on how lawyers work.
Here is what I discovered and why I am excited about what ChatGPT can do for <a href="https://www.2civility.org/what-technology-tools-are-growing-law-firms-using/">legal services</a>.
<h3>How does ChatGPT do its thing?</h3>
 ChatGPT is a large language model (LLM) trained by <a href="https://openai.com/">OpenAI</a> that uses learning techniques to generate human-like responses to natural language inputs, called prompts.
At its core, ChatGPT is a neural network that has been trained on vast amounts of text data to predict the language most likely to follow a given sequence of words.
In the TechShow session “ChatGPT for Lawyers,” which was facilitated by <a href="https://twitter.com/lawdroid">Tom Martin</a> of <a href="https://lawdroid.com/">LawDroid</a> and <a href="https://twitter.com/carolynelefant">Carolyn Elefant</a> of <a href="https://myshingle.com/">MyShingle</a> (a former speaker at the Commission’s <a href="https://thefutureisnow.2civility.org/speaker/carolyn-elefant/?Year=2019">Future Is Now: Legal Services</a> conference), Martin helped us understand how ChatGPT creates generative responses rather than automated outputs.
In other words, when forming an answer, ChatGPT adapts to the relationships of the parameters given rather than following a predetermined decision tree.
Martin reviewed three key components of ChatGPT: vectors, tokens, and temperature.
Vectors – ChatGPT uses vectors to represent words. Think of a vector as a mathematical arrow à that has both a magnitude and a direction. In the case of ChatGPT, each word in its vocabulary is represented by a vector in a high-dimensional space.
These vectors are learned during training using a technique called word embedding, which maps words to dense numerical vectors that capture the meaning and relationships between words.
Tokens – A token is a sequence of characters that represents a unit of meaning, such as a word or a punctuation mark. For example, the prompt “What is the meaning of life?” has seven tokens, one for each word and one for the question mark.
In ChatGPT, the input text is tokenized into individual tokens that are then fed into the neural network. The model uses these tokens to generate a probability distribution for the next word in the sequence, based on the context provided by the preceding words.
A single prompt is limited to 1,000 tokens (~1.5 pages of content), so you cannot paste an entire appellate brief into ChatGPT and ask for an analysis…yet.
Temperature – ChatGPT uses a technique called temperature sampling to control the level of randomness in its responses. Temperature is a hyperparameter that determines the degree of randomness in the output generated by the model.
Think of a dial between zero and two. Turning the temperature up toward two leads to more diverse and unpredictable responses while turning it down to zero leads to more conservative and predictable responses.
In practice, ChatGPT works by taking in a sequence of tokens and generating a probability distribution over the next possible tokens. The model then samples from this distribution to generate the next token in the sequence, and the process is repeated until a stopping criterion is reached.
When ChatGPT was released on November 30, 2022, it was working with data containing 175 billion parameters and limited knowledge of events after 2021. The next version, ChatGPT 4.0, is expected to be released in 2023. It will have 100 trillion parameters that are expected to <a href="https://becominghuman.ai/the-future-of-ai-gpt-3-vs-gpt-4-a-comparative-analysis-5ac525cb7ae1">enhance its abilities, including creativity</a>.
The output generated by ChatGPT is often remarkably human-like, and the model has proven to be a powerful tool for a wide range of natural language processing tasks, including language translation, question-answering, and chatbot development.
<h3>Putting ChatGPT to work for legal services</h3>
During TechShow’s LegalTech Visionaries panel, <a href="https://twitter.com/erinlevine_">Erin Levine</a> of <a href="https://hellodivorce.com/">Hello Divorce</a> (and another former <a href="https://thefutureisnow.2civility.org/speaker/erin-levine/?Year=2022">Future Is Now speaker</a>) put it bluntly when she said, “ChatGPT is not going to replace [lawyers], it’s going to make us look like superheroes.”
Although she described writing prompts for ChatGPT “like talking at a 10-year-old,” she told attendees that she is not only using the platform to help draft social media and marketing content but is exploring where it could fit in servicing her clients.
Visionaries panelist <a href="https://twitter.com/jazzhamptonESQ">Jazz Hampton</a> of <a href="https://www.turnsignl.com/">TurnSignl</a> described ChatGPT as a “great launching point” for content and admitted he often uses it to draft LinkedIn posts. Once you recognize its capabilities, he said, you may ask it to modify content as well as tone or style. For example, asking ChatGPT to edit a LinkedIn post to be more cheerful.
In the TechShow session “Using AI and Data Analytics in Litigation,” <a href="https://twitter.com/stephenembryjd">Steve Embry</a> of <a href="https://www.techlawcrossroads.com/">TechLaw Crossroads</a> queued up a discussion for <a href="https://twitter.com/tweetatpablo">Pablo Arredondo</a> of <a href="https://casetext.com/">Casetext</a> by asking a question that is probably on the minds of many lawyers: “<a href="https://www.techlawcrossroads.com/2023/03/ai-generative-ai-chatgpt-robot-lawyers-why-should-i-care-are-robots-going-to-replace-us/">So what?</a>”
In short, Embry answered his own question. He said that ChatGPT has already proved itself as a tool for lawyers seeking to deliver legal services more efficiently (faster) and effectively (lawyers doing lawyer work).
From assisting with legal writing to streamlining client communications, ChatGPT offers a range of benefits that can enhance lawyers’ ability to provide quality legal representation, Embry said.
For example, with its <a href="https://openai.com/blog/introducing-chatgpt-and-whisper-apis">open API</a>, ChatGPT may enhance law firms’ abilities to respond to client inquiries, schedule appointments, and provide updates on case progress.
This can help lawyers free up valuable time that would otherwise be spent on administrative tasks, allowing them to focus more on the legal aspects of their practice.
<h3>Legal prompts for ChatGPT</h3>
Below are prompts Martin and Elefant shared that lawyers may want to try entering into ChatGPT. As a reminder, a prompt is language supplied by a human that is the starting point for ChatGPT&#8217;s response.
Prompts can range from short questions to complex legal situations. The better and more specific a prompt the higher the likelihood that you will receive an accurate response.
<h5>Prompts for assisting legal writing</h5>
<ul>
<li>Draft a demand letter for an auto accident case [with specific details for injuries and dollar amounts]</li>
<li>Draft interrogatories and requests to produce documents for [specific cause of action and facts from a Complaint]</li>
</ul>
<h5> Prompts for legal marketing</h5>
<ul>
<li>Draft a polite response to this negative online review: [paste review]</li>
<li>Write sample YouTube titles with short descriptions for videos [about a topic]</li>
<li>Write an outline for an eBook about the probate administration process in California, include a short summary for each step of the outline, and use language suitable for an 8th-grade reading level</li>
<li>Also for this eBook, develop a legal disclaimer and color scheme and propose a cover photo and a title</li>
<li>Write a 5-day email plan for client marketing [with specific details about the topic]</li>
</ul>
<h5>Prompts for administrative work</h5>
<ul>
<li>Convert information from this paragraph into an organized spreadsheet: [paste paragraph]</li>
</ul>
<h3>ChatGPT ‘hallucinations’</h3>
While ChatGPT may allow lawyers to focus more of their time on legal work, I would like to share a notable caveat from my research: when asking ChatGPT legal research questions, be mindful that it can get confused about what is real and what is fiction.
For example, when I asked it to provide caselaw on a topic, it cited and described three cases from three different jurisdictions that were all relevant to my prompt.
However, while they sounded very convincing, the cases were fake. So, I followed up my prompt by asking for “actual cases.” This caused it to first discuss a “real case” and then to say that the real case wasn’t a real case when I asked for the citation.
Confused? You can see the screenshots in this <a href="https://twitter.com/palmerlaw/status/1618637905190359041">Twitter thread</a>.
Arredondo called these errors “hallucinations” that can nevertheless be very convincing. When asked if the newer versions of ChatGPT would be any better at deciphering fact from fiction, he said, “No, in fact, they will only be more convincing!”
However, when the OpenAI model is integrated with a data set (for example, cases, documents, etc.), it can draw upon reliable data to produce accurate, factual answers that are supported by real citations.
Basically, when the model is applied to data, it can improve accuracy (though caution should still be applied). For example, Docket Alarm uses GPT-3 artificial intelligence to <a href="https://www.lawnext.com/2023/01/docket-alarm-now-uses-gpt-3-to-show-you-summaries-of-pdf-litigation-filings-as-you-review-docket-sheets.html">summarize case filings without having to open them</a>.
<h3>We still need attorneys ‘at the helm’</h3>
While ChatGPT might help lawyers improve their writing skills or act as a virtual legal assistant in some respects, it will not replace the critical thinking, legal expertise, judgment, and empathy that human lawyers bring to their practice. ChatGPT should be viewed as a tool to enhance the legal practice, rather than a replacement for it.
Arredondo put it well when he said, “it still needs the attorney at the helm.”
As the legal industry continues to evolve, ChatGPT and other LLMs will likely be used more in legal practice. Lawyers must stay informed on these technologies, so they can separate reality from hype and meet the changing needs of their clients more efficiently and effectively than ever before.
We will be discussing legal innovation and technology in your practice at our virtual Future Is Now: Legal Services conference. <a href="https://thefutureisnow.2civility.org/">Register today</a> and join us on April 20! CLE is available.
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The post <a rel="nofollow" href="https://www.2civility.org/why-chatgpt-matters-to-the-future-of-legal-services/">Why ChatGPT Matters for the Future of Legal Services</a> appeared first on <a rel="nofollow" href="https://www.2civility.org">2Civility</a>.

My goal as a TechShow attendee was two-fold: (1) Gain a better understanding of how ChatGPT works, and (2) attempt to put aside the hype to objectively evaluate its potential impact on how lawyers work. Here is what I discovered and why I am excited about what ChatGPT can do for legal services. 
The post Why ChatGPT Matters for the Future of Legal Services appeared first on 2Civility.

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Why ChatGPT Matters for the Future of Legal Services

<img width="1024" height="576" src="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-page-169-1024x576.png" class="attachment-large size-large wp-post-image" alt="" decoding="async" loading="lazy" style="float:left; margin:0 15px 15px 0;" />A new tool soon to be released by the no-code bot development company <a href="https://lawdroid.com/">LawDroid</a> uses the artificial intelligence of GPT-3.5 to serve as a lawyer&#8217;s virtual legal assistant, able to help with researching legal issues, drafting emails and letters, summarizing documents, brainstorming blog ideas, and even just conversational chatting.
Called <a href="https://lawdroid.com/copilot/">LawDroid Copilot</a>, it is currently available only by request on an early-access basis, but will be generally available later this year.
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/Main-options.png"><img decoding="async" loading="lazy" class="alignright wp-image-42661" src="https://www.lawnext.com/wp-content/uploads/2023/01/Main-options.png" alt="" width="499" height="417" /></a>
Unlike LawDroid&#8217;s other product, <a href="https://lawdroid.com/builder/">Builder</a>, a no-code development platform law firms can use to build chat bots, Copilot is an attorney-facing tool that can assist lawyers in performing a variety of tasks. Currently, it is able to perform eight types of functions:
<ul>
<li>Research a legal issue.</li>
<li>Provide simple summary.</li>
<li>Correct my grammar.</li>
<li>Draft an email.</li>
<li>Brainstorm blog ideas.</li>
<li>Chat about anything.</li>
<li>Translate into another language.</li>
<li>Something else.</li>
</ul>
<a href="https://directory.lawnext.com/products/lawdroid-builder/">Learn more about LawDroid in the LawNext Legal Technology Directory</a>.
Recently, <a href="https://www.linkedin.com/in/thomasgmartin/">Tom Martin</a>, LawDroid&#8217;s founder and CEO, walked me through a demonstration of some of these features. For anyone who has tried ChatGPT, the interface will look familiar, except that it has been fine-tuned to perform the specific functions I described above.
<hr />
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/Research-a-legal-issue.png"><img decoding="async" loading="lazy" class="aligncenter wp-image-42662" src="https://www.lawnext.com/wp-content/uploads/2023/01/Research-a-legal-issue.png" alt="" width="599" height="494" /></a>
<hr />
Legal research. In the example you see above of using Copilot for legal research, the lawyer asks for the leading U.S. case on privacy. It provides a straightforward answer of what is perhaps the oldest case on privacy, Griswold v. Connecticut. Martin said the lawyer could then ask follow-up questions to get more information, such as, &#8220;What is the case about?&#8221;, or, &#8220;Who were the justices in the majority?&#8221;
&#8220;It&#8217;s kind of like talking to a well-read law clerk versus doing LexisNexis Boolean searches,&#8221; Martin said.
As of yet, Copilot does not directly integrate with any legal research database. But Martin sees the possibility for that on the horizon.
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Summary.png"><img decoding="async" loading="lazy" class="aligncenter size-full wp-image-42669" src="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Summary.png" alt="" width="1280" height="720" /></a>
Simple summary. A lawyer would use this to create a summary of legal language, such as in a contract, perhaps to send to a client. In the example above, Copilot is asked to provide a summary of language from a non-disclosure agreement. Simply copy the language and paste it into Copilot, and it creates a simple summary.
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Email.png"><img decoding="async" loading="lazy" class="aligncenter size-full wp-image-42671" src="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Email.png" alt="" width="1280" height="720" /></a>
Draft email. In this example, the attorney is asking Copilot to draft an email to a client explaining the attorney-client privilege and including a citation to the California rules of professional conduct. In just a few seconds, it generates an email that gives the lawyer a template to use in writing to the client.
Martin emphasized that this is not a &#8220;set it and forget it&#8221; technology in that it is creating a finished product. &#8220;The mindset should be one of creative collaboration. If you have that mindset, you can make great use of this.&#8221;
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/Brainstorm-content-ideas.png"><img decoding="async" loading="lazy" class="aligncenter wp-image-42672" src="https://www.lawnext.com/wp-content/uploads/2023/01/Brainstorm-content-ideas.png" alt="" width="600" height="501" /></a>
Brainstorm blog ideas. Martin said this feature could be useful to a lawyer who is trying to come up with ideas for a blog post or podcast — particularly a solo who has no one to bounce ideas off of. The idea is not for Copilot to write the post, but to help the lawyer get past that initial writer&#8217;s block.
So, as shown above, the lawyer might tell Copilot to come up with ideas for a post about the ethical implications for lawyers of using generative AI. Copilot comes back with a title and enough text to perhaps get the lawyer started on the post.
Translate into another language. Copilot has the ability to perform basic translation, which is so far limited to Italian and Spanish. Additional languages will be added, Martin said. Copy and past any test into Copilot, and it will translate into the requested language.
<a href="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Chat.png"><img decoding="async" loading="lazy" class="aligncenter size-full wp-image-42670" src="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-Chat.png" alt="" width="1280" height="720" /></a>
Chat about anything. This feature, Martin says, is for that lawyer who perhaps is having a tough day and needs a bit of emotional support. The lawyer can unload a bit onto Copilot, and it will respond. The lawyer can keep going in a casual back and forth, and Copilot will continue to engage.
While this early-access version comes with these eight specified functions, Martin said later versions will allow lawyers to build their own customized versions. It will also include the ability to generate documents.
Copilot is developed on top of the same no-code platform that powers LawDroid&#8217;s Builder platform. That will enable lawyers to go into the back end and do their own customization.
Also on the roadmap is to allow law firms with a specific need, such as for discovery, to provide document sets that LawDroid can use to further train and fine tune Copilot.
So far, the only public-facing application that has already been built using the Copilot technology is the <a href="https://www.onlinejudge.us/bot-dev">digital assistant for criminal defendants</a> being used by <a href="https://www.onlinejudge.us/bio">Judge Scott Schlegel</a>, the Louisiana judge who has been widely lauded for his use of technology in his court. (He also has one for civil cases.)
While this could have been built using Builder alone, it would have required developing the complex set of &#8220;intents&#8221; — or user goals — that would be required for criminal cases. Using Copilot and GPT, the judge was instead able to effectively &#8220;dump&#8221; a knowledge base of anything a criminal defendant might want to know, creating what is basically one intent that is able to answer most any question.
Martin said he has not decided on pricing for Copilot, but he said that he plans to keep it affordable. He thinks it will be particularly useful for lawyers practicing in areas such as personal injury or family law where lawyers need assistants but may not want to spend that extra money on hiring.
For now, anyone interested in trying Copilot can request access through Lawdroid&#8217;s website.

<img width="1024" height="576" src="https://www.lawnext.com/wp-content/uploads/2023/01/LawDroid-Copilot-page-169-1024x576.png" class="attachment-large size-large wp-post-image" alt="" decoding="async" loading="lazy" style="float:left; margin:0 15px 15px 0;" />A new tool soon to be released by the no-code bot development company LawDroid uses the artificial intelligence of GPT-3.5 to serve as a lawyer&#8217;s virtual legal assistant, able to help with researching legal issues, drafting emails and letters, summarizing documents, brainstorming blog ideas, and even just conversational chatting. Called LawDroid Copilot, it is currently [&#8230;]

LawDroid Builder

Nominations Open for 2023 American Legal Technology Awards, to be Presented at Gala Dinner in October

Why ChatGPT Matters for the Future of Legal Services

New GPT-Based Chat App from LawDroid Is A Lawyer’s ‘Copilot’ for Research, Drafting, Brainstorming and More