Sep 9, 2026 · 31m · tbpn

OpenAI Cracks Navier-Stokes, Tech Trailers, AI Jobs Apocalypse on Hold | Diet TBPN

John Coogan · 19m spoken Jordi Hays · 6m spoken Frances Haugen · 19s spoken Character in 'Artificial' Trailer · 16s spoken Elizabeth Holmes · 11s spoken Mark Zuckerberg · 5s spoken
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In this episode of Diet TBPN, hosts John Coogan and Jordy Hays analyze the real-world significance of frontier AI math breakthroughs versus practical desktop agents, critique upcoming Hollywood portrayals of tech culture, and examine economic data debunking fears of an AI labor apocalypse.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. The hosts hold 91.6% of the talking time here. How this is scored →

The hosts as informed peer 6.6 Guest teaching 1.8 Guest disagreement 1.9 The hosts pushing back 2.3
05100:0010:0020:0030:000:01–7:12 · The hosts as informed peer 8/10 Debating AI Math Breakthroughs and Navier-Stokes Coogan dominates with deep domain knowledge on the IMO gold medals, Navier-Stokes, and how engineers solve fluid dynamics numerically. Tyler offers a mild counter-framing that pure math problems are aesthetic triumphs like paintings rather than practical breakthroughs, which Coogan parries with a haircut booking comparison.7:12–9:21 · The hosts as informed peer 6/10 Practical AI: 3D Modeling and Computer-Use Agents Coogan and Hays converse casually about Blender 3D modeling and computer-use agent benchmarks like Astra. Hays offers an everyday consumer use case for automated parking ticket payments with no adversarial pushback.9:21–11:51 · The hosts as informed peer 6/10 AI Math Trajectory and Biotech's Public Perception Problem Coogan predicts the public conversation will pivot straight to curing cancer once math is solved. Hays pushes back realistically, pointing out that pharma has fought cancer for decades with zero public credit and marginal AI breakthroughs will not shift public perception.11:51–14:16 · The hosts as informed peer 5/10 Astra Robot Painting Demo and AGI Community Reactions The hosts react cooperatively to Astra's robotic painting demo of the Golden Gate Bridge and review sarcastic community reactions to benchmark scores. Coogan slightly ribs Hays on whether he could paint better.14:16–16:39 · The hosts as informed peer 6/10 Consumer AI Agent Instinct and Automated Task Spam Hays gently interrupts and teases Coogan that the audience already knows about Instinct. Coogan explains how consumer agent workflows triggered Resi bans and flooded broadcast contacts, detailing why agent-to-agent filtering will become necessary.16:39–20:46 · The hosts as informed peer 7/10 Trailer Breakdown: Nathan Fielder and Elizabeth Holmes Coogan forcefully dismisses Hays's speculation that Nathan Fielder took over Elizabeth Holmes's social media accounts, arguing it violates core documentary ethics. Coogan also cites behind-the-scenes reporting on her sentencing timeline and release dates.20:48–24:03 · The hosts as informed peer 6/10 Teaser Reaction: Silicon Valley Drama 'Artificial' Hays and Coogan analyze the trailer for the tech drama 'Artificial,' identifying props like an Aston Martin Valkyrie and Coogan's tech backpack. Both discuss Hollywood's ongoing misinterpretation of tech founder archetypes.24:03–27:42 · The hosts as informed peer 7/10 Teaser Reaction: 'The Social Reckoning' and Tech Biopics The hosts and Tyler break down 'The Social Reckoning' teaser, with Tyler noting that audiences want talent wars rather than outdated whistleblower plots. Hays recites Marc Benioff's founding lore with dolphins, which Coogan praises as top-tier tech mythos.27:42–31:04 · The hosts as informed peer 8/10 The AI Jobs Apocalypse Postponed by The Economist Coogan delivers an extended monologue citing detailed labor statistics from The Economist and the BLS, comparing 16,000 monthly AI layoffs to monthly 1.7 million natural labor churn and an estimated 1 million created jobs. Hays wraps up briefly on holiday countdowns.0:01–7:12 · Guest teaching 3/10 Debating AI Math Breakthroughs and Navier-Stokes Coogan dominates with deep domain knowledge on the IMO gold medals, Navier-Stokes, and how engineers solve fluid dynamics numerically. Tyler offers a mild counter-framing that pure math problems are aesthetic triumphs like paintings rather than practical breakthroughs, which Coogan parries with a haircut booking comparison.7:12–9:21 · Guest teaching 1/10 Practical AI: 3D Modeling and Computer-Use Agents Coogan and Hays converse casually about Blender 3D modeling and computer-use agent benchmarks like Astra. Hays offers an everyday consumer use case for automated parking ticket payments with no adversarial pushback.9:21–11:51 · Guest teaching 4/10 AI Math Trajectory and Biotech's Public Perception Problem Coogan predicts the public conversation will pivot straight to curing cancer once math is solved. Hays pushes back realistically, pointing out that pharma has fought cancer for decades with zero public credit and marginal AI breakthroughs will not shift public perception.11:51–14:16 · Guest teaching 1/10 Astra Robot Painting Demo and AGI Community Reactions The hosts react cooperatively to Astra's robotic painting demo of the Golden Gate Bridge and review sarcastic community reactions to benchmark scores. Coogan slightly ribs Hays on whether he could paint better.14:16–16:39 · Guest teaching 2/10 Consumer AI Agent Instinct and Automated Task Spam Hays gently interrupts and teases Coogan that the audience already knows about Instinct. Coogan explains how consumer agent workflows triggered Resi bans and flooded broadcast contacts, detailing why agent-to-agent filtering will become necessary.16:39–20:46 · Guest teaching 2/10 Trailer Breakdown: Nathan Fielder and Elizabeth Holmes Coogan forcefully dismisses Hays's speculation that Nathan Fielder took over Elizabeth Holmes's social media accounts, arguing it violates core documentary ethics. Coogan also cites behind-the-scenes reporting on her sentencing timeline and release dates.20:48–24:03 · Guest teaching 1/10 Teaser Reaction: Silicon Valley Drama 'Artificial' Hays and Coogan analyze the trailer for the tech drama 'Artificial,' identifying props like an Aston Martin Valkyrie and Coogan's tech backpack. Both discuss Hollywood's ongoing misinterpretation of tech founder archetypes.24:03–27:42 · Guest teaching 2/10 Teaser Reaction: 'The Social Reckoning' and Tech Biopics The hosts and Tyler break down 'The Social Reckoning' teaser, with Tyler noting that audiences want talent wars rather than outdated whistleblower plots. Hays recites Marc Benioff's founding lore with dolphins, which Coogan praises as top-tier tech mythos.27:42–31:04 · Guest teaching 0/10 The AI Jobs Apocalypse Postponed by The Economist Coogan delivers an extended monologue citing detailed labor statistics from The Economist and the BLS, comparing 16,000 monthly AI layoffs to monthly 1.7 million natural labor churn and an estimated 1 million created jobs. Hays wraps up briefly on holiday countdowns.0:01–7:12 · Guest disagreement 4/10 Debating AI Math Breakthroughs and Navier-Stokes Coogan dominates with deep domain knowledge on the IMO gold medals, Navier-Stokes, and how engineers solve fluid dynamics numerically. Tyler offers a mild counter-framing that pure math problems are aesthetic triumphs like paintings rather than practical breakthroughs, which Coogan parries with a haircut booking comparison.7:12–9:21 · Guest disagreement 1/10 Practical AI: 3D Modeling and Computer-Use Agents Coogan and Hays converse casually about Blender 3D modeling and computer-use agent benchmarks like Astra. Hays offers an everyday consumer use case for automated parking ticket payments with no adversarial pushback.9:21–11:51 · Guest disagreement 3/10 AI Math Trajectory and Biotech's Public Perception Problem Coogan predicts the public conversation will pivot straight to curing cancer once math is solved. Hays pushes back realistically, pointing out that pharma has fought cancer for decades with zero public credit and marginal AI breakthroughs will not shift public perception.11:51–14:16 · Guest disagreement 1/10 Astra Robot Painting Demo and AGI Community Reactions The hosts react cooperatively to Astra's robotic painting demo of the Golden Gate Bridge and review sarcastic community reactions to benchmark scores. Coogan slightly ribs Hays on whether he could paint better.14:16–16:39 · Guest disagreement 2/10 Consumer AI Agent Instinct and Automated Task Spam Hays gently interrupts and teases Coogan that the audience already knows about Instinct. Coogan explains how consumer agent workflows triggered Resi bans and flooded broadcast contacts, detailing why agent-to-agent filtering will become necessary.16:39–20:46 · Guest disagreement 3/10 Trailer Breakdown: Nathan Fielder and Elizabeth Holmes Coogan forcefully dismisses Hays's speculation that Nathan Fielder took over Elizabeth Holmes's social media accounts, arguing it violates core documentary ethics. Coogan also cites behind-the-scenes reporting on her sentencing timeline and release dates.20:48–24:03 · Guest disagreement 1/10 Teaser Reaction: Silicon Valley Drama 'Artificial' Hays and Coogan analyze the trailer for the tech drama 'Artificial,' identifying props like an Aston Martin Valkyrie and Coogan's tech backpack. Both discuss Hollywood's ongoing misinterpretation of tech founder archetypes.24:03–27:42 · Guest disagreement 2/10 Teaser Reaction: 'The Social Reckoning' and Tech Biopics The hosts and Tyler break down 'The Social Reckoning' teaser, with Tyler noting that audiences want talent wars rather than outdated whistleblower plots. Hays recites Marc Benioff's founding lore with dolphins, which Coogan praises as top-tier tech mythos.27:42–31:04 · Guest disagreement 0/10 The AI Jobs Apocalypse Postponed by The Economist Coogan delivers an extended monologue citing detailed labor statistics from The Economist and the BLS, comparing 16,000 monthly AI layoffs to monthly 1.7 million natural labor churn and an estimated 1 million created jobs. Hays wraps up briefly on holiday countdowns.0:01–7:12 · The hosts pushing back 5/10 Debating AI Math Breakthroughs and Navier-Stokes Coogan dominates with deep domain knowledge on the IMO gold medals, Navier-Stokes, and how engineers solve fluid dynamics numerically. Tyler offers a mild counter-framing that pure math problems are aesthetic triumphs like paintings rather than practical breakthroughs, which Coogan parries with a haircut booking comparison.7:12–9:21 · The hosts pushing back 1/10 Practical AI: 3D Modeling and Computer-Use Agents Coogan and Hays converse casually about Blender 3D modeling and computer-use agent benchmarks like Astra. Hays offers an everyday consumer use case for automated parking ticket payments with no adversarial pushback.9:21–11:51 · The hosts pushing back 2/10 AI Math Trajectory and Biotech's Public Perception Problem Coogan predicts the public conversation will pivot straight to curing cancer once math is solved. Hays pushes back realistically, pointing out that pharma has fought cancer for decades with zero public credit and marginal AI breakthroughs will not shift public perception.11:51–14:16 · The hosts pushing back 2/10 Astra Robot Painting Demo and AGI Community Reactions The hosts react cooperatively to Astra's robotic painting demo of the Golden Gate Bridge and review sarcastic community reactions to benchmark scores. Coogan slightly ribs Hays on whether he could paint better.14:16–16:39 · The hosts pushing back 3/10 Consumer AI Agent Instinct and Automated Task Spam Hays gently interrupts and teases Coogan that the audience already knows about Instinct. Coogan explains how consumer agent workflows triggered Resi bans and flooded broadcast contacts, detailing why agent-to-agent filtering will become necessary.16:39–20:46 · The hosts pushing back 6/10 Trailer Breakdown: Nathan Fielder and Elizabeth Holmes Coogan forcefully dismisses Hays's speculation that Nathan Fielder took over Elizabeth Holmes's social media accounts, arguing it violates core documentary ethics. Coogan also cites behind-the-scenes reporting on her sentencing timeline and release dates.20:48–24:03 · The hosts pushing back 1/10 Teaser Reaction: Silicon Valley Drama 'Artificial' Hays and Coogan analyze the trailer for the tech drama 'Artificial,' identifying props like an Aston Martin Valkyrie and Coogan's tech backpack. Both discuss Hollywood's ongoing misinterpretation of tech founder archetypes.24:03–27:42 · The hosts pushing back 1/10 Teaser Reaction: 'The Social Reckoning' and Tech Biopics The hosts and Tyler break down 'The Social Reckoning' teaser, with Tyler noting that audiences want talent wars rather than outdated whistleblower plots. Hays recites Marc Benioff's founding lore with dolphins, which Coogan praises as top-tier tech mythos.27:42–31:04 · The hosts pushing back 0/10 The AI Jobs Apocalypse Postponed by The Economist Coogan delivers an extended monologue citing detailed labor statistics from The Economist and the BLS, comparing 16,000 monthly AI layoffs to monthly 1.7 million natural labor churn and an estimated 1 million created jobs. Hays wraps up briefly on holiday countdowns.

speaking balance: gold is the hosts, purple is the guest (3 minute bins)

0:00 · the hosts 100% · guest 0%0:00 · the hosts 100% · guest 0%3:00 · the hosts 83.7% · guest 16.3%3:00 · the hosts 83.7% · guest 16.3%6:00 · the hosts 100% · guest 0%6:00 · the hosts 100% · guest 0%9:00 · the hosts 100% · guest 0%9:00 · the hosts 100% · guest 0%12:00 · the hosts 100% · guest 0%12:00 · the hosts 100% · guest 0%15:00 · the hosts 85.1% · guest 14.9%15:00 · the hosts 85.1% · guest 14.9%18:00 · the hosts 99.8% · guest 0.2%18:00 · the hosts 99.8% · guest 0.2%21:00 · the hosts 83.1% · guest 16.9%21:00 · the hosts 83.1% · guest 16.9%24:00 · the hosts 52.5% · guest 47.5%24:00 · the hosts 52.5% · guest 47.5%27:00 · the hosts 100% · guest 0%27:00 · the hosts 100% · guest 0%30:00 · the hosts 100% · guest 0%30:00 · the hosts 100% · guest 0%
Sharpest disagreement ▶ 4:33 Tyler defends pure math against utility framing

Tyler rejects Coogan's dismissal of abstract math problems by arguing Millennium problems are peak human artistic achievements like fine paintings rather than engineering tools.

Hardest push from the hosts ▶ 18:57 Coogan rejects Nathan Fielder account takeover theory

Coogan directly and flatly refuses Hays's speculation that Nathan Fielder hijacked Elizabeth Holmes's account, citing documentary ethics and insider knowledge of the production.

Biggest teaching moment ▶ 10:29 Hays reframes biotech public perception reality

Hays counters Coogan's optimism about AI cancer cures shifting tech sentiment by explaining the pharma industry's historically poor reputation despite making constant cancer advances.

The host holds their own ▶ 29:00 Coogan synthesizes macroeconomic employment data

Coogan demonstrates deep command of economic data by contrasting Challenger Gray AI layoff statistics with national BLS churn numbers to dismantle the immediate AI jobs apocalypse thesis.

the scores for every segment, with the reasoning behind each
ChapterTopicThe hosts as informed peerGuest teachingGuest disagreementThe hosts pushing backWhy
Debating AI Math Breakthroughs and Navier-Stokes 8345 Coogan dominates with deep domain knowledge on the IMO gold medals, Navier-Stokes, and how engineers solve fluid dynamics numerically. Tyler offers a mild counter-framing that pure math problems are aesthetic triumphs like paintings rather than practical breakthroughs, which Coogan parries with a haircut booking comparison.
Practical AI: 3D Modeling and Computer-Use Agents 6111 Coogan and Hays converse casually about Blender 3D modeling and computer-use agent benchmarks like Astra. Hays offers an everyday consumer use case for automated parking ticket payments with no adversarial pushback.
AI Math Trajectory and Biotech's Public Perception Problem 6432 Coogan predicts the public conversation will pivot straight to curing cancer once math is solved. Hays pushes back realistically, pointing out that pharma has fought cancer for decades with zero public credit and marginal AI breakthroughs will not shift public perception.
Astra Robot Painting Demo and AGI Community Reactions 5112 The hosts react cooperatively to Astra's robotic painting demo of the Golden Gate Bridge and review sarcastic community reactions to benchmark scores. Coogan slightly ribs Hays on whether he could paint better.
Consumer AI Agent Instinct and Automated Task Spam 6223 Hays gently interrupts and teases Coogan that the audience already knows about Instinct. Coogan explains how consumer agent workflows triggered Resi bans and flooded broadcast contacts, detailing why agent-to-agent filtering will become necessary.
Trailer Breakdown: Nathan Fielder and Elizabeth Holmes 7236 Coogan forcefully dismisses Hays's speculation that Nathan Fielder took over Elizabeth Holmes's social media accounts, arguing it violates core documentary ethics. Coogan also cites behind-the-scenes reporting on her sentencing timeline and release dates.
Teaser Reaction: Silicon Valley Drama 'Artificial' 6111 Hays and Coogan analyze the trailer for the tech drama 'Artificial,' identifying props like an Aston Martin Valkyrie and Coogan's tech backpack. Both discuss Hollywood's ongoing misinterpretation of tech founder archetypes.
Teaser Reaction: 'The Social Reckoning' and Tech Biopics 7221 The hosts and Tyler break down 'The Social Reckoning' teaser, with Tyler noting that audiences want talent wars rather than outdated whistleblower plots. Hays recites Marc Benioff's founding lore with dolphins, which Coogan praises as top-tier tech mythos.
The AI Jobs Apocalypse Postponed by The Economist 8000 Coogan delivers an extended monologue citing detailed labor statistics from The Economist and the BLS, comparing 16,000 monthly AI layoffs to monthly 1.7 million natural labor churn and an estimated 1 million created jobs. Hays wraps up briefly on holiday countdowns.

Statements from this episode (9)

Assertion Supported
Coogan: OpenAI and DeepMind both scored 35 of 42 on 2025 IMO
“Both teams got a 35 out of 42. There was a bunch of back and forth because OpenAI validated with former IMO gold medalists while Google's result was graded by the official rubric that year, which is internal to the organization.”
John Coogan Sep 9, 2026 ▶ 2:46
Prediction Not checkable as stated
Coogan: AI proving Navier-Stokes is unlikely to advance practical engineering
“Proving this, ah, this, these equations is unlikely to actually have any measurable impact, and that's sort of agreed upon, and physicists have sort of chimed in with this take that, ah, this doesn't, this won't actually move the discipline of engineering forw…”
John Coogan Sep 9, 2026 ▶ 6:00
Opinion
Coogan: AI 3D generation is only impressive on personal, real-world objects
“There are perfectly modeled trains out there that you can just go grab from the internet. That's not that impressive when you actually see your specific house or your car or something that doesn't already exist out there. Perfectly modeled.”
John Coogan Sep 9, 2026 ▶ 7:51
Prediction Open · timeframe Dec 2026
Coogan: AI labs will likely solve the Millennium Prize problems this year
“I think that the millennium prize will get solved or proved or delivered probably this year, if not like this week, it feels like all of the different labs are like, Put a million dollars of inference on this. Put a million dollars of inference on this. There …”
John Coogan Sep 9, 2026 ▶ 9:23
Assertion Supported
Coogan: A user was banned from Resy for AI bot spamming
“There was one report of an individual who got banned from Resi because they were absolutely spamming to get reservations to restaurants.”
John Coogan Sep 9, 2026 ▶ 14:59
Opinion
Coogan: Elizabeth Holmes authors her own posts, not Nathan Fielder
“Completely disagree with that. I do not think that's it at all. I think that would violate some tenet of what it means to do a documentary. I mean, Nathan blurs lines all the time in terms of how he interacts with his subjects so it's certainly possible, but I…”
John Coogan Sep 9, 2026 ▶ 18:57
Prediction Not checkable as stated
Hays: Upcoming Frances Haugen film 'The Social Reckoning' will flop
“Yeah, so, Chad is calling it out, but I don't think that, I think this one, I think this one's gonna flop. For sure.”
Jordi Hays Sep 9, 2026 ▶ 26:01
Insight
Coogan: Productivity-enhancing tech almost always drives net hiring in competitive markets
“Knowing nothing else, this should be your prior, because this is how productivity in competitive markets almost always works. A new technology comes out, it supports investment, it enhances productivity, everyone hires to go after all the different, ah, battle…”
John Coogan Sep 9, 2026 ▶ 28:17
Assertion Supported
Coogan: AI created one million US jobs versus 200,000 related layoffs
“Add it all up, and the economist estimates that AI so far has created around one million new jobs in America that easily exceeds the roughly 200,000 layoffs attributed to AI since mid-twenty-twenty-three.”
John Coogan Sep 9, 2026 ▶ 30:50
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