Knowledge Workers

topic on 14 shows · 35 statements across 33 episodes

the Knowledge Project BigDeal Latent Space Lenny's Podcast the Neon Show No Priors the Official SaaStr Podcast Sourcery Capital Allocators the MAD Podcast the a16z Podcast Big Technology All-In 20VC

35 statements about Knowledge Workers, every show

Seshan: Automate writing for reporting with AI, never writing for thinking
“I think you should use the models as much as possible for writing as reporting, and in as much as you think with writing, as I really do, and I think a lot of people do, you should not use it. You know, you shouldn't replace your thinking with it.”
Tara Seshan Aug 30, 2026 ▶ 54:26 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
ALL-IN Opinion
Sacks: AI Knowledge Worker Mass Job Loss Narrative Is Flawed
“And by the way, I think the job loss narrative is another one of those simplistic extrapolations. What is the job loss narrative is. Now AI can do knowledge work. Therefore, knowledge workers are all going to lose their jobs. It completely ignores the fact tha…”
David Sacks Aug 29, 2026 ▶ 27:21 Nvidia's Historic Quarter, SaaS Comeback, Bessent vs Druck, America's Debt Crisis, Cancer Vaccine
SAASTR Prediction Not checkable as stated
Knowledge Workers Will Need Personal AI Doubles to Continue Scaling
“All of us will have to build our AI doubles at some point just to continue scaling ourselves. But your AI double, if it's just trained on world wide web, it's just going to be an average intelligence of everybody.”
Elena Verna Jun 5, 2026 ▶ 29:50 Feature Differentiation Is Dead. Here's What Actually Wins Now with Lovable's Elena Verna
LENNY'S PODCAST Prediction Not checkable as stated
Every knowledge worker and website will have an AI avatar by 2031
“I think every knowledge worker will have one of these in three, four or five years, but mine was more on the go to market side where I think every website will change and there'll be a, an all knowing avatar on that homepage.”
Brian Halligan Feb 15, 2026 ▶ 30:58 How to be a CEO when AI breaks all the old playbooks | Sequoia CEO Coach Brian Halligan
ALL-IN Prediction Didn’t hold up
Sacks predicts AI will increase demand for knowledge workers
“As you may recall on the prediction show for this year, my most contrarian belief is that AI would increase demand for knowledge workers, not put them out of business.”
David Sacks Feb 13, 2026 ▶ 1:10 Debt Spiral or NEW Golden Age? Super Bowl Insider Trading, Booming Token Budgets, Ferrari's New EV
20VC Prediction Not checkable as stated
Junestrand: Knowledge workers will queue complex AI tasks overnight
“I do think that we're going to move into a world where we, you know, sort of start a lot of things as we go to bed and we wake up in the morning and it's done.”
Max Junestrand Jan 26, 2026 ▶ 17:27 Legora CEO, Max Junestrand: $7M ARR in a Day | Harvey vs Legora: Is a Legal AI Winner Takes All? · 20VC with Harry Stebbings
ALL-IN Prediction Not checkable as stated
Sacks predicts an AI-driven productivity boom for knowledge workers in 2026
“I think that's one of the big things you're going to see in 20, 26 is again, this productivity boom for knowledge workers.”
David Sacks Jan 23, 2026 ▶ 14:01 Inside America’s AI Strategy: Infrastructure, Regulation, and Global Competition
20VC Prediction Open · timeframe Dec 2026
Stebbings: Most knowledge workers will use 24/7 background AI inference by 2026
“I think one thing that we're going to see in 2026 that no one's talking about is 24 seven inference that everyone is going to have inference running all the time, not just on input into chat GPT, but consistently for the majority of people, especially in knowl…”
Harry Stebbings Jan 16, 2026 ▶ 32:14 20Product: Is the Design Phase Dead in a World of AI | Has Claude Code Crushed Anthropic Already | What Roles of a PM Are Less and More Important with AI | How the Best Product Leaders Tell Stories with Noam Lovinsky, CPO @ Superhuman
ALL-IN Prediction Open · timeframe Dec 2026
Sacks: AI will increase demand for knowledge workers, not decrease it
“AI will increase demand for knowledge workers, not decrease it.”
David Sacks Jan 10, 2026 ▶ 58:27 All-In's 2026 Predictions
Lieberman: Hourly billing perversely penalizes workers who use AI faster
“And also you're perversely incentivized because you leveraging AI in your work as you operating faster, but your incentive, just like a lawyer or just like any hour pay based knowledge worker is to rack up as many hours as possible.”
Alex Lieberman Nov 19, 2025 ▶ 4:08 ⚡️ 10x AI Engineers with $1m Salaries — Alex Lieberman & Arman Hezarkhani, Tenex
BIG TECHNOLOGY Prediction Not checkable as stated
Krieger: Knowledge workers will become AI managers rather than users
“I think people end up feeling more like managers of AI than just users of AI.”
Mike Krieger Oct 8, 2025 ▶ 23:34 Anthropic Chief Product Officer: Why AI Model Development Is Accelerating
SOURCERY Prediction Not checkable as stated
Chaddha: AI teammates represent a $3T-$6T opportunity over 5-7 years
“And that market is a massive market because the spend On knowledge workers globally is 30 trillion, and AI will do 10 to 20% of the work of what humans do to offload them. That's a three to six trillion dollar opportunity over the next five to seven years”
Navin Chaddha Oct 3, 2025 ▶ 19:53 Vibe Coding, AI Valuations & the Supercycle | Navin Chaddha, Mayfield · Sourcery with Molly O'Shea
NO PRIORS Opinion
Nadler: OpenEvidence is a consumer company, not a healthcare company
“Open Evidence is not a healthcare company. I wanted to build a consumer in a company, but I wanted to do something that no one had ever done before, which is treat knowledge workers like consumers.”
Daniel Nadler Sep 5, 2025 ▶ 12:20 No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
NO PRIORS Insight
Nadler: Treating enterprise users as consumers accelerates adoption across skeptical industries
“While medicine is obviously very specific, the human psychology is not. And everything that was true and that we've seen through the sort of hyper pace consumer internet growth curve adoption by the most traditionally skeptical knowledge workers shows that in …”
Daniel Nadler Sep 5, 2025 ▶ 36:25 No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
NO PRIORS Prediction Not checkable as stated
Jain: Workers will have personal AI teams performing 90% of their work
“And one thing that's going to fundamentally happen is that each one of us is going to have this amazing team Of, you know, call it assistants, coworkers, coaches that are truly personal to you. And, you know, you're always surrounded by that team. And this tea…”
Arvind Jain May 15, 2025 ▶ 29:58 No Priors Ep. 115 | With Glean Founder and CEO Arvind Jain
20VC Prediction Open · timeframe May 2027
Lemkin: AI will replace half of knowledge workers in 24 months
“Half of these knowledge workers are going to be gone in 24 months”
Jason Lemkin May 8, 2025 ▶ 31:31 Benchmark vs a16z: Why Stage Specific Firms Win · 20VC with Harry Stebbings
20VC Prediction Not checkable as stated
Vlad Tenev: AI reasoning models will start replacing knowledge workers within years
“And so I think you will see that in the next couple of years, really really start taking off and good products. Have recently become possible with like the latest models that can reason and make better decisions. The models are likely going to get better and b…”
Vlad Tenev Nov 1, 2024 ▶ 45:59 Vlad Tenev, Co-Founder & CEO @Robinhood: The GameStop Saga & The Future of AI | E1222 · 20VC with Harry Stebbings
BIGDEAL Insight
Sanchez: Knowledge work defaulted to measuring time instead of actual output
“I think for a lot of jobs post the industrial revolution, where we became knowledge workers instead, we just flipped how we measure work. And so now, Instead of measuring output, we didn't take the time to figure out how to measure output for knowledge workers…”
Codie Sanchez Jul 2, 2024 ▶ 32:04 I Discovered the Highest Paying Jobs in 2024
BIGDEAL Insight
Perkins: Solitude Drives Maximum Impact for Knowledge Workers
“As a knowledge worker even though I'm interacting through devices to communicate with people, it's generally me in solitude having the most impact, you know?”
Bill Perkins Jun 25, 2024 ▶ 42:59 Your Under-Performer Friends Cost You $100K a Year | Bill Perkins
Knapp: Workers who become constant reaction machines function like chatbots
“If we're a reaction machine, we're not doing meaningful work. No project days. And we're not really alive as humans. We're just chatbots. And so it's worth experimenting if you don't want to live your life out as a chatbot.”
Jake Knapp Feb 11, 2024 ▶ 1:17:47 Making time for what matters | Jake Knapp and John Zeratsky (Authors of Make Time, Character VC)
NEON SHOW Prediction Not checkable as stated
Agarwal: Information retrieval jobs will be the first displaced by AI
“If you're not producing something yourself, and most of the time that, okay, a question is being asked to you, and you have to go and look up for that information, search for that information, or you read about that information. That's what you are going on an…”
Manoj Agarwal Feb 2, 2024 ▶ 27:27 Deepfakes, AGI, Jobs Under Threat & More | DevRev Founder, Manoj Agarwal | Neon Show
a16z Assertion Supported
Steph Smith: Knowledge workers spend 2.5 hours daily searching for information
“Knowledge workers apparently spend 2.5 hours a day, which is around 30% of their time in a workday searching for information.”
Steph Smith Sep 15, 2023 ▶ 2:40 Can AI Truly Unlock Your Second Brain?
20VC Prediction Not checkable as stated
Douwe Kiela: GPT-4 will disrupt Mechanical Turk before knowledge workers
“And so, so GPT-IV might end up disrupting, not like knowledge workers necessarily, but it might just disrupt like mechanical Turk and is just a, an annotator on steroids.”
Douwe Kiela Jun 30, 2023 ▶ 21:15 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
ALL-IN Prediction Not checkable as stated
Calacanis: Non-AI-adopting knowledge workers will lose their jobs within two years
“If you're not using this, if you hear my voice right now and you're a white collar worker, a knowledge worker, and you're not using this year and getting up to speed on it, I think you'll be out of a job within the next two.”
Jason Calacanis Apr 28, 2023 ▶ 27:53 E126: Big Tech blow-out, Powell’s recession warning, lab-grown meat, RFK Jr shakes up race & more
Parrish: The need to be right blinds knowledge workers to new data
“And then when you need to be right, you spend all of your time and effort, not only, you know, probably unconsciously undermining other people but trying to prove that you're right to other people and you're closed to new data. You're closed to different persp…”
Shane Parrish Feb 8, 2022 ▶ 45:40 #130 Diana Chapman: Trusting Your Instincts
CAPITAL ALLOCATORS Prediction Not checkable as stated
Tedlow: The need for charismatic leadership will increase as knowledge work grows
“I think that the need for charisma is actually going to increase, not decrease, and here's why. The people who are going to create whatever it is that's coming down the pike are going to be knowledge workers, and they're going to have to be really smart. If yo…”
Richard Tedlow Nov 15, 2021 ▶ 38:44 Richard Tedlow - Charismatic Business Leadership (Capital Allocators, EP.222)
Knowledge workers resist changing minds because identity is tied to judgment
“It's hard in a knowledge environment, though, right? Because You have so much of your worth. You want to contribute to something. I think there's a biological need to contribute to something larger than us. And if your identity, you're not mechanically making …”
Shane Parrish Jun 1, 2021 ▶ 10:26 #112 Adam Grant: Rethinking Your Position
KNOWLEDGE PROJECT Prediction Not checkable as stated
Mullainathan: Knowledge workers will increasingly review objective 'game tape' of decisions
“I think where we're going to head with this is already seen in sports is that an athlete has a coach who sits with them and looks at the tape. Shane Parrish: Right. Sendhil Mullainathan: The tape is the objective. Shane Parrish: And I'm going to help you inter…”
Sendhil Mullainathan Feb 2, 2021 ▶ 1:29:56 #102 Sendhil Mullainathan: The Chaos Inside Us
KNOWLEDGE PROJECT Assertion Supported
Pasricha: Average person reads 100,000 digital words and gets 147 emails daily
“According to the University of California, the average person reads a 100,000 words per day today. It's called Instagram comments, Twitter feeds, blog rolls, news headlines, texts, alerts, and notifications, and the average knowledge worker receives a 147 emai…”
Neil Pasricha Dec 24, 2019 ▶ 14:17 #72 Neil Pasricha: Happy Habits
20VC Assertion Not checkable as stated
40% of global knowledge work is repetitive and mundane
“While there are over six hundred million knowledge workers around the world, 40% of the things that they're doing are super repetitive and mundane by nature.”
Brandon Deer Dec 20, 2019 ▶ 11:13 20VC: Inside UiPath, The World's Fastest Growing Startup, How The Best Leaders Approach Decision-Making & WhY Vulnerability Is Central To SuccessFul Leadership Today with Brandon Deer, VP of Operations & Strategy @ UiPath
SAASTR Assertion Supported
The Average Knowledge Worker Uses 36 SaaS Applications
“The average number of SaaS applications that every knowledge worker uses is 36, and on a given day, an average knowledge worker uses at least 10 applications.”
Yamini Rangan Aug 13, 2019 ▶ 26:03 5 Myths That Stop SaaS Companies From Moving Upmarket Dropbox's CCO Yamini Rangan (now CEO HubSpot)
Garvey Berger: Knowledge workers are valued for willingness to learn, not existing knowledge
“I think that means that the core attribute is not how much you know, but how much you're willing to learn and how much you're willing to question what you know. If what we want is, is stuff that's known, Google will do that for you, right? Like you don't, we d…”
Jennifer Garvey Berger Oct 16, 2018 ▶ 1:05:25 #43 Jennifer Garvey Berger: The Mental Habits of Effective Leaders
SAASTR Prediction Not checkable as stated
Deeter: The near future belongs to human-assisted AI, not full automation
“Prediction one is that this year and in the coming few years will be the era of the human-assisted AI. Take the most valuable knowledge workers, the high wage employees across your customer base, and figure out how to help them. Figure out how to take you know…”
Byron Deeter May 13, 2017 ▶ 19:20 Bessemer Venture Partners: The State of the Cloud, 2017-2018 Edition
MAD Assertion Not checkable as stated
Nanduri notes there are currently one billion knowledge workers worldwide
“There are a billion knowledge workers in this world, and by the way, that is expanding.”
Prakash Nanduri Apr 13, 2016 ▶ 5:03 The Journey to Information for Everyone // Prakash Nanduri, Paxata (Hosted by FirstMark)
MAD Prediction Open · timeframe Dec 2030
Nanduri predicts 2.5 billion people will be knowledge workers by 2030
“By 2030, there'll be five billion middle class human beings, of which at least half of them will be knowledge workers.”
Prakash Nanduri Apr 13, 2016 ▶ 5:08 The Journey to Information for Everyone // Prakash Nanduri, Paxata (Hosted by FirstMark)

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