Get AI-Ready with Kyle’s 5-Day Challenge: https://aiwithkyle.com/join
Kyle’s AI Canon — Curated list of AI learning essentials: https://aiwithkyle.com/ai-canon
Subscribe and turn on notifications to catch the next live stream: https://www.youtube.com/channel/UChlLglbHDASnoGkbjDeHnQg
This video is from the ‘AI with Kyle Live Stream’
First aired: 12 February 2026
Summary: Today's show was a bit different—I spent most of it reading through Matt Schumer's essay that's absolutely blown up on Twitter (71 million views, which is bonkers). The piece is called "Something Big is Happening" and it's basically Matt finally dropping the polite dinner party version of what's coming with AI and giving people the honest truth. He draws this parallel to COVID, how in February 2020 most of us weren't paying attention until suddenly the entire world changed in three weeks. His argument is we're in that same "this seems overblown" phase right now, except this is going to be much bigger than COVID. I've had this exact same feeling for ages—whenever I'm at parties and people say "AI can never do MY job," I just bite my tongue because polite company doesn't appreciate someone going hard on how their entire profession is about to be upended.
The essay covers everything from where we actually are with AI capabilities (spoiler: way further than most people realize) to what you should be doing about it right now. Matt talks about how a remarkably small number of people—maybe a few hundred researchers at OpenAI, Anthropic, and Google—are shaping the entire future, and how most companies are still using AI like it's a slightly better search engine. His main point is that there's a brief window right now where being the person who actually knows how to use these tools properly makes you the most valuable person in the room. I completely agree with his take that if your company is banning or pushing back on AI, it's done—might not feel like it yet, but in a couple years they'll be crushed. The whole thing is worth reading, so I'm putting it in tomorrow's newsletter.
Watch full edited live stream: https://youtu.be/VJwDbnga3J8
0:00 Something Big is Happening — Matt Schumer's AI Warning
1:27 Why People Outside AI Don't Get It
3:00 Opus 4.6 Built a C Compiler & Rattled the Stock Market
4:39 AI Safety Resignations at Anthropic
5:07 AI Progress is Now Exponential
5:48 Ethan Mollick's "Three Sleepless Nights"
7:06 Opus 4.6 and Codex 5.3 Dropped the Same Day
7:27 "I Am No Longer Needed for My Job"
8:07 Vibe Coding Evolved — AI Builds & Tests Apps Itself
9:03 The Jagged Frontier — AI Hits Industries at Different Speeds
10:06 AI Now Writes, Deploys & Debugs Its Own Code
11:44 GPT 5.3 Codex Shows Judgment and Taste
12:54 Why AI Labs Focused on Coding First
14:11 What Happened to Tech is Coming For Everyone
14:38 "I Tried AI and It Wasn't Good" — Why That's Outdated
16:00 Two Years in AI Time is Ancient History
17:01 Prepare Now — Start a Business Using AI
18:15 Free vs Paid AI — Flip Phone vs Smartphone
19:42 The Lawyer Who Thinks AI Can't Do His Job
21:28 Every Industry Needs Their AI Person
23:04 AI Timeline: 2022 to 2026
24:24 Midjourney V1 to Hyper-Realistic in 3 Years
25:37 METR: AI Task Completion Doubling Every 7 Months
26:41 Why Opus 4.6 and Codex 5.3 Felt Different
27:19 16 AI Agents Built a 100K-Line Compiler for $20K
28:38 AGI Timeline — Amodei vs Hassabis
30:20 AI is Now Building Itself
31:04 Geoffrey Hinton's Warning on Self-Improving AI
33:42 50% of Entry-Level Jobs Gone in 1-5 Years
35:58 Why AI is Different From Every Past Automation Wave
36:34 Industry Breakdown: Legal, Finance, Writing & Engineering
38:29 Why I Shut Down My Marketing Agency
39:49 Making $1M Setting Up Claude Bots in San Francisco
40:20 AI in Medicine — Already Outperforming Doctors
41:34 Even "Safe" Industries Will Feel the Effects
42:10 Can AI Replace Human Judgment and Creativity?
43:29 40% of AI Tokens Used for Companionship
44:20 Gen Z Prefers AI Over Humans for Customer Service
45:11 If Your Job is On a Screen, AI is Coming
45:44 Why Retraining as a Plumber Won't Save You
46:16 What You Should Actually Do Right Now
46:51 Best AI Models and Paid Tools Explained
47:42 Stop Treating AI Like Google
48:57 If It Works Today, In 6 Months It'll Be Perfect
49:15 The Most Important Year of Your Career
50:07 Leave Any Company That Bans AI
51:13 Smart Professionals Still Need Help With Basics
51:33 Free AI Readiness Course & Resources
—— More Useful Resources ——
Find everything else at https://aiwithkyle.com/