
Building AGI for law @OpenAI. Founder and former CEO @Ironclad_Inc
San Francisco, CA
Joined March 2008
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Unbelievably well said
The World is Changing: AI For Creativity
By Jeffrey Katzenberg
A few months ago, I sat in my office in Silicon Valley and watched as a tech founder showed me something extraordinary. On the screen was a fully realized, beautifully lit, well-composed animated scene. It was stunning and it made me feel exactly what I felt in 1986 watching Luxo Jr. That was the first time I watched a computer-animated 3D character take a breath and seem, against all reason, to have life. It left me in awe.
Later that day, I received a text from an artist I've known for thirty years, 350 miles to the south, in the city where I spent most of my career. After seeing a similar video, she texted: "Is this the end of us?" My answer was, "Certainly not.”
I have spent the better part of the last decade in Silicon Valley, but the heart of my career has been in Hollywood. Being deeply connected to both worlds means I have deep loyalties to each and a responsibility to speak honestly to both.
In 2023, I said that these new AI tools would cut the time and cost of producing world-class animation by as much as ninety percent within three years. Some colleagues were alarmed, many were furious.
There is growing fear and resistance surrounding AI within the creative community. I deeply understand it, because I've spent countless hours walking through animation studios watching gifted artists bent over their desks, rebuilding a single second of film for the tenth time because the ninth version wasn't quite right. I've sat in screening rooms where four years of people's labor played out in minutes, and I knew the name of every person that had spent countless hours bringing those images to life. The creative process is a calling, there's really no other way to describe it. From the outside some see resistance. From the inside, it is love.
People do not fight this hard for things they don't care about. The pushback coming out of Hollywood represents the collective effort of people who are deeply passionate about their craft.
Is History Repeating Itself?
The history here is more complicated than either side may realize. In 1906, the most famous composer in America, John Philip Sousa, published an essay titled “The Menace of Mechanical Music." He warned that the phonograph would become "a substitute for human skill, intelligence and soul."
Sousa's fight was not really about the machine, it was about money. The machines were playing his compositions, and the men who built them weren't paying him a cent. His campaign helped create the Copyright Act of 1909. He did not stop the technology. He changed the terms under which it could use his work.
A hundred years ago, sound came to the movies. We remember it now as a miracle, and it was. What we forget is who paid for it. Before sound, tens of thousands of musicians made their living in the orchestra pits of movie houses, scoring every film live, every night, in towns all over the world. When the soundtrack arrived, the work of one composer and one orchestra was recorded for a film that went into thousands of theaters. The union fought back with everything it had, taking out newspaper ads across the country warning against the menace of "canned music," one of them showing a mechanical man tearing the strings out of a harp while an angel wept.
They were not fools, and they were not Luddites. They were right. Those pit jobs did not come back. And yet (this is the part we have to be brave enough to admit), sound gave us the movie musical, the modern score, sfx, sound design, audio engineering, and an art form vastly larger than the one it disrupted. And it helped keep Hollywood in the forefront of world entertainment for the rest of the century and into the next. The loss was real. And yet the art form expanded.
This is a story that has been told over and over again. To resist technology is to risk irrelevance. Just look at Kodak or Blockbuster. To embrace technology is to open doors of new possibility. Just consider Apple and Netflix.
What I Learned From Walt Disney
In the mid-1980s, I was tapped to lead Disney's animation division at a moment when the studio was at an inflection point. Animation wasn't just another business unit. It was the soul of the company, a medium revered because of Walt's genius and his passion. But the production system was cumbersome and unforgiving. A single movie was 125,000 individual hand-drawn and painted cels, photographed one frame at a time. Every revision carried a cost measured in months. These degrees of difficulty shaped the kinds of stories we could tell.
We found our way forward in an unexpected place: Walt himself. The Disney archives held astonishing recordings of Walt explaining his creative process. His own writings. His notes and storyboards. Work product captured at every stage of his process. This was truly a gift. Listening, reading, sitting with the work itself, we heard him talk about character, about emotion, about how an audience feels when a character truly comes alive. He talked about making bold choices and refining a scene until it genuinely moved people. We didn't hear a word about pencils or paintbrushes. In fact, Walt was famous for being a technologist, forever hunting for state-of-the-art tools, often inventing them himself to achieve the images he saw in his head. But he never defined animation by the tools. He defined it by whether the audience believed the character. His principles were timeless. The tools were not.
That realization changed everything. We co-developed the Computer Animation Production System (CAPS) with a young Northern California company called Pixar, replacing hand-painted cels with CGI. In The Little Mermaid, the final scene shimmered with a dimensionality and light that the old process simply couldn't achieve. In Beauty and the Beast, the ballroom sequence moved with a cinematic sweep that placed the audience inside the emotion of the moment. In Aladdin, the Cave of Wonders felt vast and alive, and the Magic Carpet became an intricate, compelling character all its own. In The Lion King, the stampede carried a scale and intensity that raised the emotional stakes beyond anything we'd done before. Technology didn't diminish the craft, it expanded the canvas. It gave artists more room to create.
A decade later, the canvas expanded again. When Disney released Pixar's Toy Story, it wasn't simply a technical milestone. It was proof that a fully computer-animated film could carry real emotional weight, that it could make audiences laugh, cry, and believe. At DreamWorks, we made the difficult decision to sunset hand-drawn animation and become a fully computer-animated studio. It was the right thing to do, but it was not without pain. It cost talented people their place in an industry where they had worked their whole lives. Some made the leap to the new tools and did the finest work of their careers. Some never did.
Tools are never the point. The instruments change with every generation. What endures is taste and imagination. The magical ability to make an audience feel. One of the greatest storytellers of our generation, George Lucas, succinctly captured the eternal essence of this issue: “It’s not the how, it’s the why.”
A Distinction With a Difference
I asked one of the leading AI models a question that has been challenging me for months. What is the difference between reasoning and creating? Its answer changed how I think about almost everything happening in this industry. It said . . .
Reasoning and creating are two distinct cognitive modes, though they also work together. Reasoning is fundamentally evaluative and analytical. It operates on what already exists: facts, premises, evidence. It moves toward a conclusion that was in a sense already implied by the input. Reasoning is constrained by logic and truth. Its goal is to arrive somewhere correct, not to invent somewhere new.
Creating is fundamentally generative. It produces something that didn't exist before. And crucially, there's no single right answer waiting to be found. A blank page has infinite valid responses. Creation involves choices that can't be fully justified by logic alone. Taste, intuition and vision fill the gap where deduction runs out.
Reasoning is what Silicon Valley has been perfecting. Creating is what Hollywood has been practicing for more than a century. AI today operates almost entirely on the reasoning side of the line. It can deduce, evaluate, optimize, and pattern-match brilliantly. And while it can create, there is a real distinction to being creative. What it doesn’t yet have is those things that make us human: empathy, devotion, serendipity, the kind of creativity that comes from a person trying to say something only they could say. When the bot generates a piece of art, it is not trying to communicate anything. It is statistics, not soul; it is emulating things that have been done. By contrast, human creativity isn’t about repeating patterns of zeros and ones; it is about doing something new.
One day, AI may close this gap. Three years ago, the leaders building AI would have called what they are achieving today, improbable, if not impossible. Impossible is no longer improbable.
Today, the line between reasoning and creating is real. Even the leading technologists acknowledge we are not there yet. There is no scientific path to crossing this divide that anyone in the field can articulate today. Understanding that gap is where we will find common ground.
A Path Forward
In 2016, I closed one chapter in Hollywood with the sale of DreamWorks and opened another in Northern California, co-founding WndrCo. We’ve backed more than 50 founders building the next generation of technology and watched how breakthroughs in Silicon Valley emerge, first as experiments, then as platforms, and finally as infrastructure that reshapes entire industries. It's worth remembering that the last great revolution in animation also came from the north. Pixar was a Northern California company, forged not in the conventions of the Hollywood studio system, but in the technological breakthroughs of Silicon Valley. I've spent years on both sides of this bridge. For sure, I don’t have all the answers (take Quibi, for one!). But, from my past and present vantage points of my long career, here is what I see . . .
Brilliant people in Northern California building this technology have made something extraordinary. They have earned the right for the rest of us to be, if not believers, at least optimistic that what comes next will be remarkable. But they have not made an artist. The tools are powerful, but they are not what makes a story matter. That knowledge lives 350 miles to the south, inside people whose life's work has informed the very models you are building. The right path forward includes them by design, with credit, with consent, and with compensation. Build this with the storytellers. Not on top of them. Taste is not something that can be synthesized, it is uniquely human.
At the same time, Hollywood needs to accept that AI is not going away. The energy they are spending trying to make it disappear is energy they are not spending deciding the terms on which it will exist. And the terms are everything. The north needs something from it that they cannot build and cannot buy: creativity. The kind that takes a blank page and conjures a single right answer where there was none and has held audiences for a century. Without it, the most powerful reasoning engine ever invented will still be missing the only thing that makes a story worth telling.
The artists who learn to wield these new instruments will do things the engineers never dreamed of. They always have. Edison invented the motion picture but made terrible movies. It took Chaplin, Lloyd, Keaton and so many others to make movies emotional. Now, the canvas is about to expand yet again. We should decide now that we intend to paint on it.
There are so many valuable lessons in history. This has happened many times before, and it was never settled by the technology. It was settled by the terms. Sousa did not stop the phonograph; he helped write the law that made sure composers got paid. And two years ago, when the writers and the actors walked out, they were fighting for the very things Sousa was fighting for in 1906. Consent, compensation, the basic recognition that human creative work has a price that must be paid. The terms of that fight are still being negotiated, but the principle is older than any of us.
The tools-versus-no-tools argument is a trap. First, we must all agree that there should be terms. Then we can have the crucial debate about what fairness requires.
What I Learned From Steve Jobs
Years ago, Steve Jobs said, "It's in Apple's DNA that technology alone is not enough. It's technology married with the liberal arts, married with the humanities, that yields us the result that makes our hearts sing." He was describing a device. But he could just as easily have been describing this tale of two cities.
What I See Coming Soon
As the barriers and the costs come down, more films will get made, not fewer. Studios will get to take more risks. There will be more seats at the table, and very soon entirely new forms of storytelling. In the 1980s, animation was dismissed as a niche corner of the business. Today it is one of the most beloved and profitable forms of storytelling in the world. In live action, filmmakers like Steven Spielberg, James Cameron and Peter Jackson embraced new visual tools not as shortcuts, but as instruments, and expanded cinema in the process. Every time storytelling has met a genuine technological shift, from synchronized sound to color to computer animation, it has redefined the boundaries of the medium and grown larger in the process.
Assuredly, I don’t have all the answers, but I am confident that the creative opportunities will expand yet again. How we come through this is a choice. The north has the new tools. The south has the creative soul. The best future will draw on the best of both worlds.
So exited about this! If you haven’t tried it yet ChatGPT voice is a fundamental change in the way you can work. We also have a great CarPlay app
We heard you loud and clear. ChatGPT Voice can now:
- Use plugins like your email, calendar, and Slack.
- Be powered by GPT-6 Astra, Sol, and Luna.
- Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or tackle complex tasks in the browser, just by talking.
Rolling out globally today in the latest version of the app.
Jason Boehmig retweeted
Astra for Law shows a HUGE performance increase in our Legal Research Bench
Jason Boehmig retweeted
Astra for Law — tools and skills to radically accelerate law firms.
Includes data privacy as a core feature, and 26 partner-built plugins and 47 community plugins for legal work in ChatGPT.
I'm so proud of what the team shipped today. Astra for Law is the frontier for legal work. Designed for the whole ecosystem.
Astra is an incredible jump in model capability. Something I don't think people are talking about enough is the huge improvement in hallucination rate. This is incredible for law. Just look at this improvement from the system card!
and worth noting, these are cases specifically designed to produce hallucination. So in the real world results should be much, much lower. Full system card here: deploymentsafety.openai.com/…
Law students! We are giving you 4 months of ChatGPT Plus on the house if you sign up by Oct 31st. Enjoy 😀 chatgpt.com/students/2026
Jason Boehmig retweeted
Things GPT-5.6-Sol is significantly better at than other models:
- browser use
- writing like a human
- communicating to a human
- shipping usable product, not just code
- video editing (the dark horse use case!)
- front end design - tho it loves forest green
- productive loops
Jason Boehmig retweeted
Everyone's talking about the duplex architecture and the truly "live" interactions with GPT-Live. But the part that I'm most excited about it just how much _smarter_ this model is than other voice models.
It can delegate to our other models to do work on its behalf!
Replying to @OpenAI
GPT-Live makes talking with AI feel like having a real conversation. It’s also our smartest voice model yet.
openai.com/index/introducing…
Two weeks in @OpenAI. Having a blast. Company is in founder mode. Codex is amazing. We're cooking, together with the ecosystem. @gdb @nickaturley @sherwinwu
Jason Boehmig retweeted
jason shared a beautiful sonnet with us at his LoM
"a famous sonnet about the ruins of a colossal statue in the desert, symbolizing the transience of power and the inevitable decay of all human achievements, despite the boastful inscription on its pedestal"
Remember this life is fleeting. Enjoy it
and enjoy this episode as much as we did making it!
How a lawyer hacking together email scripts built a $3B+ category-defining company.
Jason Boehmig (@jboehmig), founder of Ironclad, the contract lifecycle platform used by L’Oréal, Mastercard, Heineken, and hundreds more - never planned to be a founder.
He was an associate at Fenwick writing automation hacks for himself… until curiosity pulled him into building a new category.
In this week’s episode of The Library of Minds, we unpack the real story behind Ironclad’s rise:
• How a hacked-together “[email protected]” email bot became v0
• The cold inbound that changed the company’s trajectory
• The early taste & hiring philosophy that shaped the culture
• How to build trust when your customers can’t afford software that breaks
• The poem he reads to the team every year (and why)
Jason’s lesson: Taste + trust + relentless customer empathy beats everything else - especially in markets people think are “boring.
1:30 - From Fenwick lawyer to AI tinkerer → founding Ironclad
03:02 - Stepping down as CEO after 10 years
05:37 - The workflow → CLM category expansion story
08:49 - The one-line email that changed Ironclad forever
09:56 - Coding a database on a Caltrain before a customer demo
12:13 - Why category language matters for GTM
16:00 - Trust, speed, and why Ironclad hired a “professional breaker”
19:20 - Jason’s #1 interview red flag
23:26 - Poetry, Maya Angelou, and the philosophy behind Ironclad
25:52 - What makes a company enduring
31:27 - Hardest “no”: churning hundreds of YC customers
If you ever wanted to AMA, now is your chance! The @withdelphi team spun up my own Delphi based on our interview. Such a cool product experience!
Replying to @daraladje
And if you have any followup questions, you can ask Jason's Delphi here: delphi.ai/minds/jboehmig/lib…
I'm convinced that @withdelphi is one of the most consequential AI companies, building at the forefront of human knowledge. It was really fun to get to spend time with chatting with @samspelsberg talking about my own journey building Ironclad. Thanks for hosting me guys!
How a lawyer hacking together email scripts built a $3B+ category-defining company.
Jason Boehmig (@jboehmig), founder of Ironclad, the contract lifecycle platform used by L’Oréal, Mastercard, Heineken, and hundreds more - never planned to be a founder.
He was an associate at Fenwick writing automation hacks for himself… until curiosity pulled him into building a new category.
In this week’s episode of The Library of Minds, we unpack the real story behind Ironclad’s rise:
• How a hacked-together “[email protected]” email bot became v0
• The cold inbound that changed the company’s trajectory
• The early taste & hiring philosophy that shaped the culture
• How to build trust when your customers can’t afford software that breaks
• The poem he reads to the team every year (and why)
Jason’s lesson: Taste + trust + relentless customer empathy beats everything else - especially in markets people think are “boring.
1:30 - From Fenwick lawyer to AI tinkerer → founding Ironclad
03:02 - Stepping down as CEO after 10 years
05:37 - The workflow → CLM category expansion story
08:49 - The one-line email that changed Ironclad forever
09:56 - Coding a database on a Caltrain before a customer demo
12:13 - Why category language matters for GTM
16:00 - Trust, speed, and why Ironclad hired a “professional breaker”
19:20 - Jason’s #1 interview red flag
23:26 - Poetry, Maya Angelou, and the philosophy behind Ironclad
25:52 - What makes a company enduring
31:27 - Hardest “no”: churning hundreds of YC customers
Awesome conversation on the latest 20VC ep from two legends @HarryStebbings and @jakesaper. Lot of substance here ranging from AI and vertical SaaS to fund dynamics. And a bonus mention of our new product - Jurist!
youtube.com/watch?v=vdbMuq1S…
Jason Boehmig retweeted
MUST SEE SESSION👏 @ironclad_inc co-founder and CEO @jboehmig and @a16z Partner @seema_amble dive into 5 Things That Are Actually Working and 5 Things That Aren’t in B2B SaaS AI
Register for their session → saastrannual2024.com/buy-tic…
Go off (Smoothie) King 🔥
via @FortuneMagazine "Eye on AI"
Jason Boehmig retweeted
David B. Wilkins, Lester Kissel Prof @Harvard_Law, joins a panel of industry experts on Tuesday, July 11 to discuss the state of AI in legal. Register 👇
Dive into the State of AI in Legal with us! 🌟
Join our webinar on July 11 to uncover:
* Adoption rates
* Strategies to stay competitive in law
* Featuring insights from legal tech leaders at @OpenAI and @Reddit.
Don’t miss out! 🚀
🔗 Register Now: ironcladapp.com/lp/webinar-s…
Jason Boehmig retweeted
Excellent story by @tjack
Sometimes the best way to create a new category is to expand the definition and boundaries of an existing category, thus fitting cleanly into customers’ mental models (and budgets)
Jason and @ironclad_inc are building a generational company. 10 years after that initial pitch, they have earned the right to win in the AI Legal space. Excited to support them on their journey!
Todd Jackson,Partner @firstround on the insight that helped Ironclad land it's first 30 customers.
@ironclad_inc was founded at 2015 and it's now worth $3.2BN. It was an AI legal assistant when AI wasn't even a hot. So nobody understood what they did. This was a new category they created.
So they had a hard time getting customers initially, one day @jboehmig, Ironclad's founder - got an email which read - "Are you a CLM" . He started researching what a CLM is and replies "Yes".
And they spoke on a call about this & turns out this customer was an executive at a publicly traded company & was looking for CLMs and he chose Ironclad because they had automation and it was new.
So the founders get on a train and Jason asked his cofounder to code a product demo according to the customer's expectation. And eventually they got the contract. So the switch to CLM with the same tech got their first 30 customers.
The key insight was when they were trying to create a category that people couldn't understand nothing happened, when they changed their position to play in an existing category (better CLM) everything changed. So relevance matters a lot.




















