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Deep Questions with Cal Newport

AI Reality Check: Did the LLM Job Apocalypse Begin Last Week?

Deep Questions with Cal Newport

Cal Newport

Self-improvement, Technology, Education

4.81.5K Ratings

🗓️ 5 March 2026

⏱️ 30 minutes

🧾️ Download transcript

Summary

AI Reality Check: Did the LLM Job Apocalypse Begin Last Week? Cal Newport takes a closer look at recent AI news. Below are the topics covered in today's episode (with their timestamps).  Get your questions answered by Cal! Here’s the link: https://bit.ly/3U3sTvo Video from today’s episode:youtube.com/calnewportmedia STORY #1: Jack Dorsey announces layoffs at Block [1:28] STORY #2: The education level of LLM-based tools [11:45] STORY #3: What’s happening in the world of computer programming? [19:24] Links: Buy Cal’s latest book, “Slow Productivity” at www.calnewport.com/slow  Get a signed copy of Cal’s “Slow Productivity” at https://peoplesbooktakoma.com/event/cal-newport/ https://x.com/jack/status/2027129697092731343 https://www.nytimes.com/2026/02/26/technology/block-square-job-cuts-ai.html https://x.com/emollick/status/2027153371241607420 https://www.forbes.com/sites/ronshevlin/2026/02/27/block-lays-off-40-of-staff-and-blames-it-on-ai-dont-buy-the-excuse/ https://www.youtube.com/watch?v=56HJQm5nb0U http://calnewport.com Thanks to Jesse Miller for production and mastering.   Learn more about your ad choices. Visit podcastchoices.com/adchoices

Transcript

Click on a timestamp to play from that location

0:00.0

Did the fintech company block just lay off 40% of its workforce due to AI automation?

0:08.1

Can the best AI models pass a freshman computer science class?

0:14.0

Programmers love a Gentic AI, but how exactly are they using these tools?

0:20.0

For those of you who followed the tech news this past week,

0:22.7

these are all pressing questions. And we're going to try to find some answers. I'm Cal Newport,

0:30.0

and this is the AI reality check. Now, I want to do a quick aside before we get into this

0:36.8

week's stories, because this is a new format for my podcast feed. I want to do a quick aside before we get into this week's stories, because this is a

0:38.2

new format for my podcast feed. I want to give you a quick explanation. More and more on the

0:44.2

main Monday episode of this show, I've been reacting to the latest AI news where I put on my

0:49.8

computer science hat and I try to push back on hype and vibe reporting and surface the deeper trends

0:55.1

in these topics that I think really matter. But not everyone who listens to that Monday episode

0:59.3

wants to hear about this. So I decided I would move the AI discussion to its own many

1:04.2

episodes on Thursdays. This is an experiment. Maybe I'll move it back. Maybe I'll move it to its own feed. Maybe I won't

1:13.0

do it every week. So just bear with me. But keep in mind, if you want to share any of these

1:17.1

episodes, we're also putting it up on YouTube so you can send the video link to someone who might

1:21.1

need to hear some of this reality checking. All right, that's enough logistics. Let's get into our

1:26.0

first story of the week.

1:29.3

All right.

1:29.5

Late last week, Jack Dorsey, the CEO of the FinTech company Block, you know, they're responsible for Stripe and Cash App among some other products, posted a note on X announcing massive layoffs at his company. Let me read you from this note. Dorsey said,

1:49.6

Today we're making one of the hardest decisions in the history of our company. We're reducing

1:54.7

our organization by nearly half from over 10,000 people to just under 6,000. That means over

2:00.5

4,000 of you are being asked to leave.

...

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