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 9 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
Levie: Enterprise AI ROI Is So High Employees Hide It From Boards
“We've talked to customers where where they have had, had colleagues that, that can't actually they can't present the actual ROI savings to their board. The actual kind of expected ROI savings to the board because the board won't believe how, how they won't bel…”
Levie: Box engineers estimate 5x faster product builds using AI coding
“We have products that we build five, you know, these are the estimates from the actual engineer that we will build five times faster because of AI coding. And we will as a result of that, be able to ship significantly more capabilities to our customers.”
Levie: Top five LLM providers will thrive, but 15th horizontal player will fail
“I think the business model is still very good for the top, let's say five or so model providers where, where you will run into a question is, you know, could you be the 15th LLM, you know you know, training company.
That, that seems tough, especially if your j…”
Levie: Companies will scale by adding compute instead of human headcount
“And the equation goes from, okay, I got to call the HR team. I've got to make sure we have budget. We have to go hire a lot of people to now it's like, well, do you want like a hundred leads or a thousand leads or 10,000 leads? Not, and that's not going to be …”
Levie: Box Benchmark Shows Double-Digit LLM Gains in Four Months
“We have an eval that we give all of the new models. It's basically a complex knowledge work task, which is we give the, an agent a set of documents to work with, and then we ask it a series of very, very hard questions that we think correlate to pretty high en…”
Kantrowitz: Smart companies will reinvest AI savings instead of cutting jobs
“Companies using AI are not going to say we are happy doing what we did before, and this will just enable us to do it more efficiently. Therefore, we will cut our spending and we'll cut people. I think the smart companies, companies like Box, run by a person th…”
Roy: Aaron Levie is the most prolific, high-quality voice on agentic AI
“Aaron Levy, I mean, it's like, I would say probably like the single most quality voice, but also prolific voice on agentic AI as well.”
Levie: Box will reinvest AI productivity gains into growth over profit margins
“If I could get an engineer within Box to, you know, write 20% more code, and let's just imagine it's all perfect, you know, code, or a sales rep to be 20% more productive, i.e., for the same dollars, they can sell 20% more in, in revenue. In both of those exam…”
Levie: Box's latest AI agents use up to 5 million tokens
“When we launched our first kind of AI use case within box, our product, The average number of tokens that was being used on a task was like 5010 1020 thousand tokens. Now our latest agents might use a million tokens or five million tokens on executing a task.”