This is in use with several of my clients right now. It's great!
Explanation: cameronhuff.com/blog/using-llm…
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Addison Cameron-Huff
3K posts
Addison Cameron-Huff
@aCameronhuff
Canadian lawyer in the crypto industry since 2014. Mix of personal/professional. No client views expressed. Blog: https://t.co/6FWteFveXR Law: https://t.co/kJdY68xtjk
Toronto, ON Katılım Haziran 2008
528 Takip Edilen2.5K Takipçiler
Crypto company looking to apply AI to contracts but maintain legal privilege? I'll sign up the first 10 companies that reply as clients, for $0, and give you access to my custom Slack bot framework for contract review. DM, reply or email me: addison@cameronhuff.com.
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@nwaisb It's very rare that a serious legal problem simply involves answering a well-put legal question. It's also very rare that the facts are all available, the people know what to even ask, etc. Foundational models can't overcome that, even if they ask questions of users.
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Is legal AI cooked? Will foundation models dominate vertical AIs? Are Spellbook and Harvey "the Juicero of legal tech"?
ICYMI, here's my take on this and Zack Shapiro's viral "The Claude-Native Law Firm" post:
lnkd.in/gqb_22V6
Zack Shapiro@zackbshapiro
Spellbook and Harvey are the Juicero of legal tech. For those who don't remember, Juicero was the $700 WiFi-connected juicer that squeezed proprietary juice bags. Then Bloomberg discovered you could just . . . squeeze the bags with your hands. $120M in venture funding, dead within months. That's what's happening in legal AI right now. Companies are raising hundreds of millions to build a fancy chrome press around Claude and GPT (adding dashboards, "legal-specific" wrappers, and enterprise pricing) when the underlying models are already better at legal work than anything these wrappers add. The wrappers don't make the juice taste better. They just make it more expensive.
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@JacobRobinsonJD @KhurramDara I'm always impressed by the calibre and breadth of your guests Jacob. Impressive work.
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This was a great conversation with @KhurramDara, whose discontent with the regulation by enforcement model led to his run for state AG.
I’m always inspired by people who walk the talk and push for changes they believe in. Khurram unpacks what that looked like in his NY AG push.
Khurram Dara@KhurramDara
Had an awesome time chatting with @JacobRobinsonJD on the Law of Code! We talked lessons learned from the campaign, why state AGs make poor regulators, and how the future of frontier tech will be shaped by the clash between federal and state policy 👇 open.spotify.com/episode/1q0NEQ…
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@jon_ckhan I wouldn't be surprised if right now the majority of legal questions in Ontario are being answered by LLMs, rather than lawyers. (Sure, not the best questions or the most important things, but just in sheer quantity.)
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@jon_ckhan Right now, many, many people are flying on planes with no captains. Lawyers can help make that better, because only lawyers really get how law actually works (as opposed to the ideal versions of it that most people believe in.)
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Legal AI is actually useful now. I've set up a bot system with Slack that works in private channels. It is shockingly good at some tasks, particularly contract review/analysis. Want to try it out? I've got a shared sandbox: DM me to be invited. You'll need a Slack account.
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@jon_ckhan You should write this up!
Legal is tricky, because there's so much that lawyers do. But there's some things that can now be done quite well like this. I had an email-based robot last year that was ok but not quite good enough. This one is useful, using Gemini Flash 3.1.
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@aCameronhuff Agreed! I’m defending my thesis next month. And I used it a lot to critique my conclusions, understand what I said, and help me think and write better.
Anyone who resists now should also just turn off their spell check and go back to writing by hand and researching in books.
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If DM doesn't work for you: addison@cameronhuff.com or message me on LinkedIn.
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This is a new project, but based on my work with LLMs + legal over the last few years.
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2700 words on the opportunities in crypto in 2026, both Canadian and foreign: cameronhuff.com/blog/opportuni…
For each one I've set out why I think it's an opportunity, what's happening, and how it relates to the others. Crypto's not slowing down in 2026.
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Blog post on 10 years of Canadian crypto: what's good, what's not.
cameronhuff.com/blog/10-years-…
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Generating Canadian statutes using Gemini: cameronhuff.com/blog/new-stabl…. This is an AI-generated law that puts forward an alternative Stablecoin Act for Canada, based on my previous blog post and some extra prompting. An interesting experiment.
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How to improve Canada's proposed Stablecoin Act in the form of 8 principles: cameronhuff.com/blog/principle….
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Canada's upcoming Stablecoin Act: will it be useful? 3100 word blog post on Canada's new federal approach to #stablecoins: cameronhuff.com/blog/stablecoi…
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Tokenized stocks are now on-chain, and here's how they are legally structured: cameronhuff.com/blog/how-to-to….
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