The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 20 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Trillions in App Value Remains Even If AI Models Stop Improving
“That even if you froze the model capabilities, there's trillions and trillions of dollars of applications just waiting to be discovered here.”
AI Replacing Outsourced Business Processes Faces a Pricing Race to Bottom
“Some of the easiest things to sell AI products to today or automate are things that maybe have already been outsourced that business process organizations are doing already. And the interesting thing about that is they might actually have a real race to the bo…”
Pre-Training Proprietary Models Does Not Build Moats for AI Application Startups
“Training your own model, certainly pre-training it, not helpful. Yes, you need data to fine tune, but it's not actually a ton of data. And so a lot of people have access to that. And so in many ways the differentiation that I think will continue to compound is…”
Redpoint Ignores Current AI Gross Margins Because Model Costs Drop Over Time
“As we think about things, we're super focused on what's the end use case, and how powerful is that with AI, and a lot less focused on what are the gross margins affected today because these models just get cheaper and cheaper over time.”
AI Models Will Eventually Automate and Replace Core Venture Capital Tasks
“I'm sure, over time, they'll replace plenty of what we do.”
Second-Mover Legora Has Caught Up to Legal AI Pioneer Harvey
“So Harvey was really the first company in the legal AI space and Legora started afterwards, but has really caught up and built an incredible product.”
Morgan Stanley Estimates AI Could Capture 25% of Global Software Spend
“I think Morgan Stanley has estimated in the next few years, 25% of global software spend could be towards these AI use cases.”
AI Startups With Product-Market Fit Are Scaling Much Faster Than SaaS
“When these startups find product market fit, they're just scaling way faster than traditional SaaS counterparts.”
Redpoint Data: AI Startups Raise Larger Later-Stage Rounds at Higher Valuations
“We looked at data of all the kind of series B and C companies we'd looked at that were non AI and then AI. And as you can see, the AI companies, they're raising larger rounds. They're raising those rounds at higher prices.”
Only Two to Three Startups Break Out in Every Enterprise AI Category
“A common trend is that in, in any category we look at, there's really two to three of them that, that ride to the top, and they're providing a better user experience, they're scaling faster, and I think the reason is there's not a ton of tooling that exists fo…”
OpenAI Reinforcement Fine-Tuning Makes Domain-Specific Models Viable for Vertical Apps
“In the last few months, OpenAI shipped reinforcement fine tuning, which is kind of a new way of fine tuning that they offer. And it's actually quite good. And so it actually is starting to seem again being able at least to not pre-train, but fine tune data on …”
Coding, Customer Support, Legal, and Healthcare Lead Enterprise AI Product-Market Fit
“And so I'd say to date, the categories that feel like they've worked best are coding, customer support, legal, and healthcare.”
The Bar for AI Product-Market Fit Has Risen Dramatically
“The bar for what product market fit and what an effective wedge looks like has gone up in AI because you've just seen explosive growth for companies when they do have them.”
Abridge Recently Raised a Series E at a $5.3 Billion Valuation
“Abridge, we co-led their Series C. They recently raised a Series E at 5.3 billion dollars.”
Current Legal AI Products Possess Only 5% of Their Ultimate Capability
“I think today, whatever these products can do is probably five percent of what they'll be able to do down the line, that there really is an opportunity for a leapfrog as these capabilities continue to improve.”
AI Startups Build Incumbent-Like Brand Dominance with Unprecedented Speed
“The first is there is just, it's amazing how fast people can build brands and become almost incumbents in the AI application space and just the compounding advantages that come to that. And if you ask someone on the street, name an AI coding company, they'll p…”
Shipping Velocity Is the Most Important Factor for AI Startups
“Velocity is probably the most important thing we look for. The market just changes so fast, and it's both a race to build the sheer breadth of all the different things these models can do for end industries, but then also a race to, hey, a new model or new cap…”
AI Application Differentiation Mirrors Traditional SaaS Moats Like UX and Latency
“A lot of what differentiates these products is really the thousand little things that make one product delightful to use over another, so it's the UX that's way easier to use, it's latency that's way faster, so every time you're doing a review it comes back qu…”