The Ledger
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Ramaswamy: Tech companies in the AI era face binary trillion-dollar-or-bust outcomes
“This is a moment where It feels very much like a company has only two outcomes. It's either is going to become a trillion dollar behemoth or disappear without a trace.”
Ramaswamy: No Company Has Any Business Feeling Confident Navigating AI Era
“I will never say that we are like, you know, confident about getting through the AI era because no company has any business being confident about getting through the AI era.”
Ramaswamy: Seat-based SaaS models will struggle against cheaper AI competitors
“I think it's more of, if somebody is very heavy in a seat-based licensing model, And someone else shows up that, you know, has a better product and is also cheaper. That's a very dangerous combination. I think those are the companies that are going to struggle…”
Ramaswamy: Space Data Center Economics Are Unconvincing
“To be honest, I'm not convinced that I understand the economics of that thing, or whether the economics are really going to work.”
Ramaswamy: AI Demand Outstrips What Industry Can Reasonably Produce
“What is pretty remarkable about this moment is that there is more demand for AI and AI products than people can reasonably produce. That's the reason why there is so much investment in things.”
Ramaswamy: AI Will Heavily Disrupt Niche Enterprise SaaS Applications
“I think they have absolutely a lot of value, but there is also going to be a lot of disruption for many applications as we know it. What happened in the first decade of the cloud computing revolution Is that things like enterprise SaaS software had a Cambrian …”
Ramaswamy: Slootman Urged Snowflake Board to Appoint Him CEO Immediately
“He went to the board and basically said, if we are going to bet on this guy, we just bet on this guy. No, no halfway.”
Ramaswamy: Labor-heavy and hourly billing businesses will struggle against AI agents
“If there are a set of companies, for example, that rely heavily on basically people power. They charge by the hour. They charge a lot of money. They make a lot of money. And now you're confronted with a technology like coding agents that can literally get jobs…”
Ramaswamy: AI agents will generate massive amounts of telemetry data
“And we are headed into a world of agents that are going to be spewing out even more telemetry information about are they working well or are they not working well. Lots of complicated pieces interacting with each other.”
Ramaswamy: Prior-Gen Chips Retain High Utility for Smaller Models
“The previous generations of chips are still getting used because those chips are becoming, are super useful for running smaller models, and people are getting utility out of that for simple applications like Weiss transcription or doing classification on large…”
Ramaswamy: AI represents the industrialization of thought in its earliest stages
“I think AI represents the beginnings of us being able To run truly thinking algorithms, to industrialize thought in a very, very big way, and I think it's very much the beginning.”
Ramaswamy: ChatGPT has nearly one billion users
“Value is being created by all the users of ChatGPT, nearly a billion of them.”
Ramaswamy: Strong moats make new cloud hyperscalers unlikely to emerge
“It's very clear that it's not all that easy to make chips like NVIDIA. It is very clear that running operations as large as what the hyperscalers run for renting out compute, that's not that easy. It's very hard for a fourth, a fifth hyperscaler to come up.”
Ramaswamy: Asset Managers Adopt AI Faster Than Banks to Chase Alpha
“Asset managers are less heavily regulated compared to banks, and so they tend to be leading when it comes to adopting new tools because it can make a real difference. They are always trying to create that little bit of alpha, because they manage assets on beha…”
Ramaswamy: Coding Agents Can Massively Accelerate Data Ingestion and Transformation
“That's something that I'm really excited about because I think that coding agents Can massively accelerate this very painful process of bringing in data, stitching it together, and moving it from raw to consumable insights.”
Ramaswamy: Software Deployment Centers on Coding Agents, Not Web UIs
“At the beginning of last year, if you ever wanted a product to get deployed, you needed to have a perfect web UI that would walk people through how to configure something, help them with mistakes. You'd have to write long manuals for how you go about configuri…”
Ramaswamy: Technologists Fall Behind in AI if Inattentive for Three Months
“And if I don't pay attention for three months, I'm really behind when it comes to what is possible with AI. It's honestly, I think it's a little bit of a terrifying moment for every technologist that there is, because there is a lot of Alice in Wonderland here…”
Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure
“Where a product that I was personally leading, search ads, went from a billion and a half, 1.6 billion dollars in revenue in oh three, the day I started as an engineer in that team, to making a hundred billion dollars the year that I left, 2018.”
Ramaswamy: Google Ads Targeted 5% Quarterly RPM Growth
“For pretty much the entirety of my stay at, ah, Google, we took what's called an OKR, an objective, to increase RPM, which is how much revenue we made per thousand queries, by five percent every quarter. Every single quarter during my time there, we took that …”