@deepjudgeAI @newenglandlaw & lawyer in MA • former @thomsonreuters @casetext @LEAP4Lawyers cipp/us #SmallLaw • But with good behavior, who knows?

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Joined June 2017
Someone: So, what really do you do all day? Me: Well, I read. I read carefully, and then I write carefully. And if I'm careful enough, I help someone. When I can't help, it's hard. When I do, it feels really good. That's about it. That's law work. #lawwork – at Boston, MA
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"...the rule adopts a definition of “celebrity” that is unreasonably broad, extending to anyone who is “recognizable” to an ad’s target audience even “on a regional or local level”...not just typical celebrities but... business owners, among countless others." Complaint, p3
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Working remotely means I'm OOO when I'm 𝘢𝘵 work, so...
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If AI hallucination concerns are driving disclosure requirements, why not require disclosure of research assistants, librarians, peers, workshop attendees, and all who provided content or input? In many court incidents, others provided the AI hallucinations to the lead author. The same risk exists for law review articles. The VLR policy requires disclosure of the use of AI for "research (e.g. identifying relevant cases)." It directs authors to "err on the side of disclosure." Thus, even basic computer-based research must be disclosed. 😱🤯 Nearly every author will need to meticulously log, audit, and disclose computer usage in the research, writing, and editing process. Authors are not going to affirm a disclosure based on their memory of how they, research assistants, and others used computers, are they? IMO, disclosure requirements serve no legitimate purpose. The final product that the author submitted either satisfies the standards for research or it does not. But if folks argue that disclosure serves a purpose, why not full disclosure? One positive result of these law journal AI disclosure policies will hopefully be that law professors subject to them will reflect on how their own AI bans and disclosure policies torment, burden, and impede students and the generation of knowledge.
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Ryan Groff  retweeted
Yes. This. 100%. I teach this in my law school classes. Law students virtually never think of themselves as potential entrepreneurs- in or out of law. Once you open their eyes, their energy shifts. But the law school culture bites hard. And often has a chilling effect.
I’ve spent a ton of time at top universities and here’s what I've noticed: The freshman walking in the door at @MIT, @Harvard, @TuftsUniversity, @Princeton, @Stanford, etc. are nearly identical. Same SAT scores, same drive, same raw talent. But the fraction that come out the other side and start a company? Wildly different. Stanford is way out in front. Princeton is shockingly far behind. When I ask them why, the answer is almost always the same: "I went down this path because someone two years ahead of me did it. I watched them, I learned from them, and I did what they did." It's a culture thing, and it propagates like wildfire. All you need is a small hand full of breakout success stories and that will inspire dozens of others to follow suit. If you're a student at a school that doesn't have entrepreneurial culture yet, you have a massive opportunity to be the trailblazer who kickstarts it.
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intensity courts need from lawyers before filing briefs with AI mistakes 🤝 intensity of folks on social media finding AI from em-dash frequencies I kid, I kid... but friends, there's got to be an opportunity in here 🤗 #lawtwitter #legaltech
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Ryan Groff  retweeted
Replying to @ArentFoxSchiff
@ArentFoxSchiff is the latest AmLaw 100 firm to choose DeepJudge for their AI and knowledge strategy. 650+ lawyers advising on complex, high-stakes matters are turning the firm’s deep institutional knowledge into a strategic asset.
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AI learning from Star Trek… Context rot happens when LLMs get too much info leading to errors, hallucinations Rewatching Voyager s6e9, where Seven started concocting a range of conspiracies, the Dr's diagnosis sounded familiar... The show was always way ahead of its time🖖
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DJ > [what you use for ent search]
If your firm’s AI doesn’t understand context, it doesn’t understand your work. DeepJudge connects what your lawyers know - clauses, names, concepts, meaning - into one unified view. Know what your firm knows → deepjudge.ai/whitepaper/impl…
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Time flies when you're having fun... 🇺🇸/🇬🇧edition! April 2025? Teams call with a UK colleague about good non-legal uses for CoCounsel April 2024? Staying in Vauxhall near Swift's Black Dog and introducing CoCounsel with UK colleagues ⏱️also a long stroll around London!
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"get off that thing, I'm on the phone!!"
2025 version of hearing your 56k modem scream while trying to log on to AOL
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🥲 thanks and farewell, good helper 🐣reborn at training.thomsonreuters.com/…
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Waves of legal AI 🌊 1️⃣ Optimization Enhance existing workflows by making them faster and more efficient 🌊 2️⃣ Re-engineering Rethink processes, staffing models, pricing 🌊 3️⃣ New Business Models Envision tech services, biz lines, reshaped value chains geeklawblog.com/2025/04/char…
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“@thomsonreuters tested GPT‑4.1 with CoCounsel… they found the model to be highly reliable at maintaining context across sources and accurately identifying nuanced relationships between documents, such as conflicting clauses or additional supplementary context…”
openai.com/index/gpt-4-1/ “A new series of GPT models featuring major improvements on coding, instruction following, and long context—plus our first-ever nano model.”
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"If you work in say legal, finance, engineering, insurance, this one's for you. For example, [@OpenAI] recently partnered with @thomsonreuters to use reinforcement fine-tuning to fine-tune 01 mini..." youtube.com/watch?v=yCIYS9fx… | More about CoCounsel casetext.com/cocounsel/
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Which CoCounsel skills have you found helpful for innocence work? The summarize and timeline tools are very helpful, but also compare documents, which allows us to understand differences and consistency across testimony. @MSemanchik @TheInnCenter #SYNERGY2024
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There is a vast difference between using generic AI chatbots and a legal-specific tool like CoCounsel. @MSemanchik @TheInnCenter #SYNERGY2024
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