Kevin Scott

Chief Technology Officer, Microsoft · 1 appearance on the record.

computed by AI from the episodes · how this works → · full disclaimer →

executivescientistauthorhostinvestor@kevin_scott ↗LinkedIn ↗news.microsoft.com/exec/kevin-scott ↗Wikipedia ↗

Kevin Scott directs company-wide technical strategy and research at Microsoft, playing a key role in its AI infrastructure and OpenAI partnership. Prior to Microsoft, he served as SVP of Engineering and Operations at LinkedIn and authored the 2020 book Reprogramming the American Dream.

19statements → 12claims → 2claims resolved → 3.84/5average certainty → 2.79/5average debate potential → 4.0/5argument clarity · the sources → 11said about them ↓

2 supported 0 partly supported 0 contradicted 1 not yet assessed 9 not checkable as stated how the 12 claims stand · each chip opens the sources

7 predictions · 5 assertions · 1 opinion · 4 insights · 2 disclosures · every statement was checked. The predictions and assertions are the 12 claims: statements the public record can support or contradict. 2 are resolved, 1 is not yet assessed, and 9 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Kevin argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported

Scott: Frontier AI models diagnose health issues better than average GPs

“It is already the case that I think the frontier models are probably better like health diagnosticians than Your average GP is”

Kevin Scott Mar 31, 2025 ▶ 43:29 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Expressed certainty vs assessment result

none yet certainty 1

none yet certainty 2

100% certainty 3

100% certainty 4

none yet certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

Argument clarity: do they answer the question? how? →

4.0 / 5 directness 4.4 · coherence 4.3 · precision 3.5 · compression 3.4

redirected or did not address 2 of 22 assessed questions (9%). Watch them ▸

This is a score against a rubric. It is not a rank. Every host question → answer exchange is scored with names hidden on directness, coherence, precision and compression, 1–5 each, on meaning alone: disfluencies are ignored, and only raw unedited episodes count. This is the score that measures thought. Every scored exchange, scores shown → · The rubric and its checks →

How they sound: speaking style how? →

220 words/min while actually speaking · 23.6 um and uh per 1k words · 17.4 false starts per 1k · 44.3% of pauses land inside a clause

Measured by listening to the audio itself: 6,623 words across 1 episode of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

How the interview went all their pushback → series average →

Across 1 rated episode:

host pushback ▾ 5/10

pushed back at the host ▾ 2/10

setup questions received 45%

host pushback: the hardest questions Harry asked, tap to play ▶ 35:37“Where have you been slow where you would like to be fast?” ▶ 39:10“Which competitor do you most respect? Google, Anthropic, or Matter, and why?” ▶ 24:52“Can I ask you, to what extent is there lock-in there? You know, when I look at them, and when I speak to, to people about them, you're right, there's user love, but everyone says, …”

when Kevin pushed back ▶ 4:48“No, no, no. They're super valuable, but they're only valuable to the extent that you can connect them to things that users need via product.” ▶ 0:56“The brilliant are awful, uh, in the, you know, trying to end your run so you can be done with it.”

What they said19 What others said11 Episodes1

Everything Kevin Scott said on 20VC that made the record, most notable first. Filter by type, assessment or year in the ledger →

Assertion Not checkable as stated

Scott: AI scaling laws have not hit a limit yet

“I can very clearly see what we're doing now and like what we're doing next. And I don't see the limit to the scaling laws. Like if you're just sort of thinking about the raw capability of the models and like how well you can condition them to reason over incre…”

Kevin Scott Mar 31, 2025 ▶ 8:31 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Disclosure

Scott: Microsoft chose not to launch models more interesting than DeepSeek-R1

“We've had models more interesting than Deep Seek R-One that, like, we didn't even We chose not to even launch them.”

Kevin Scott Mar 31, 2025 ▶ 15:05 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Open · timeframe Mar 2030

Scott: 95% of net new code will be AI-generated within five years

“95% is going to be AI generated. I think very little is going to be line by line is going to be human written code.”

Kevin Scott Mar 31, 2025 ▶ 30:30 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Assertion Supported

Scott: Frontier AI models diagnose health issues better than average GPs

“It is already the case that I think the frontier models are probably better like health diagnosticians than Your average GP is”

Kevin Scott Mar 31, 2025 ▶ 43:29 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Insight

Scott: AI's economic value will accrue to products, not infrastructure

“But most of the value has to be in the products. Like, you know, we don't build infrastructure just for the sake of infrastructure. Like we build infrastructure so people can make product.”

Kevin Scott Mar 31, 2025 ▶ 5:22 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Assertion Not checkable as stated

Scott: Claims about proprietary data's value for AI lack scientific backing

“Most of those assertions that people make are like most of the assertions that people make are just unfounded in any kind of science. Like no, no one's gotta, and like the measurements we do have show that there's a pretty big disconnect around what some peopl…”

Kevin Scott Mar 31, 2025 ▶ 11:50 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Insight

Scott: Using AI models as factual databases is inefficient and expensive

“People who think of models as repositories of factual information, and they're treating them like the world's worst and most expensive databases. Like it's not, not super useful.”

Kevin Scott Mar 31, 2025 ▶ 12:18 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: AI will render traditional product engineering teams obsolete within ten years

“It basically means, and like, I don't think this is next year, but it's probably not going to be 10 years. This whole notion that the, That, that you have teams of people who are, who, whose job is to go anticipate a bunch of very granular user needs in some n…”

Kevin Scott Mar 31, 2025 ▶ 20:35 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: Future AI user interfaces will consist of many specialized agents

“The user interface that surfaces, those capabilities will probably be agents. And, you know, product managers, like I don't all don't believe in this, like one agent. For everything sort of theory. I think you'll have a lot of agents.”

Kevin Scott Mar 31, 2025 ▶ 22:32 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: Future AI product managers must be deep domain experts

“Your product managers are probably going to have to be domain experts, like people who sort of deeply understand something like medicine or, you know, drug discovery or early round venture investing, or, you know, like, you know, just sort of pick your thing.”

Kevin Scott Mar 31, 2025 ▶ 22:53 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Opinion

Scott: The tech industry must respect the capabilities of Chinese AI developers

“So we should really, really, really respect the capability of Chinese entrepreneurs, scientists, and engineers. They are very good. Like we shouldn't, you know, if you are underestimating it like you shouldn't”

Kevin Scott Mar 31, 2025 ▶ 42:48 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Insight

Scott: Reasoning models require different training tokens than fact recallers

“What you want models to be able to do is to be able to reason over information. So like if you give them access to information, like how well are they able to reason over a set of information to go do something that's useful for you? And so you just need diffe…”

Kevin Scott Mar 31, 2025 ▶ 12:40 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Assertion Supported

Scott: Software optimizations drive AI inference efficiency far more than hardware

“A little bit of that is because you get, you know, maybe like a two X benefit price performance from hardware every generation. Like if you're lucky but you get a much bigger improvement price performance wise from. All of the things that you're doing in the s…”

Kevin Scott Mar 31, 2025 ▶ 14:12 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Assertion Not checkable as stated

Scott: Search economics flow entirely to large integrated infrastructure operators

“All of the economics in search go to like somebody who's stood up a gigantic infrastructure and who's sort of running like a whole. Search business like with its own feedback loop.”

Kevin Scott Mar 31, 2025 ▶ 18:02 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: AI agent memory will improve significantly over the next year

“I think one of the things is going to happen because I know lots of people are working on it right now is memory is going to get a lot better over the next year or so, which means that as you're using an agent, like, and it remembers more and more about your p…”

Kevin Scott Mar 31, 2025 ▶ 26:08 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: AI agents will execute tasks asynchronously within the next year

“I think there's going to be more over the next year of you sort of dispatching your agent to go do something and it like goes and works while you are not paying attention to it.”

Kevin Scott Mar 31, 2025 ▶ 27:17 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Insight

Scott: The gap between AI capability and utilization is growing larger

“Like, I think honestly right now there's a bigger gap than there was even two years ago between what the most capable frontier models can do and what they're being used for.”

Kevin Scott Mar 31, 2025 ▶ 38:50 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Prediction Not checkable as stated

Scott: AI agents will become less transactional and session-oriented

“The agents, they will definitely be less transactional, less session-oriented going forward.”

Kevin Scott Mar 31, 2025 ▶ 0:25 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

Disclosure

Scott: Microsoft Research launched an initiative to eliminate technical debt using AI

“There's a big research initiative. We've started at Microsoft research about a year ago where like the whole mission of the lab is like eliminate tech debt at scale using these new AI tools.”

Kevin Scott Mar 31, 2025 ▶ 38:17 Kevin Scott, CTO @ Microsoft: An Evaluation of Deepseek and How We Underestimate the Chinese · 20VC with Harry Stebbings

The other half of the tape: Kevin Scott's own voice is left out of every number here. Other people bring the name up 9 times in 8 episodes on 20VC. 2 statements on the record name them. every mention, with the transcript →

Who brings them up most Harry Stebbings 4 Sarah Guo 1 Reid Hoffman 1 Jean-Michel Lemieux 1 Ethan Mollick 1 Eno Reyes 1

Statements about Kevin Scott, by other people (2)

Assertion Partly supported

Microsoft Board Approved $1B for OpenAI Despite Having No Clear Product

“The very first OpenAI Microsoft deal was, you know, Satya and Kevin Scott brought to the Microsoft board. We want to put a billion dollars into the investment in this vehicle. From a five one C three that doesn't really have any particular plans at making its …”

Reid Hoffman Jun 10, 2024 ▶ 29:58 Reid Hoffman: The Future of TikTok and The Inflection AI Deal | E1163 · 20VC with Harry Stebbings

Opinion

Guo: Satya Nadella and Kevin Scott led Microsoft's AI transition brilliantly

“I mean, how could you not, right? I think Satya has done an amazing job making a, making Satya and Kevin Scott have done an amazing job championing, like really believing in this set of technologies, taking a bunch of bets, open AI and otherwise, using it as a…”

Sarah Guo Apr 28, 2023 ▶ 24:46 Sarah Guo: On Her New $101M Fund; How AI Impacts Inequality; AI Startups vs Incumbents | E1007 · 20VC with Harry Stebbings