Jul 16, 2026 · 20m · tbpn

Thinking Machines’ First AI Model, California Loses $3.2B to Texas, TSMC Adds $100B | Diet TBPN

John Coogan · 15m spoken Tyler Cosgrove · 2m spoken
0:00 / 0:00
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In this episode, the Host and guest co-host Tyler Cosgrove analyze major business and technology headlines, including Thinking Machines' open-weight AI model, Saronic's $3.2B shipyard relocation to Texas, and TSMC's $100B fab expansion. They also evaluate Disney's historic M&A returns, creator economy partnerships, and urban lifestyle trade-offs with lighthearted studio banter.

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 84.2% of the talking time here. How this is scored →

The hosts as informed peer 5.7 Guest teaching 2.5 Guest disagreement 1.3 The hosts pushing back 1.8
05100:0010:0020:000:55–3:37 · The hosts as informed peer 6/10 Thinking Machines Releases Open-Weight Model Inkling Coogan details Thinking Machines' business strategy comparing it to Red Hat, while Cosgrove clarifies the technical parameter distinction between active and total parameters.3:37–10:12 · The hosts as informed peer 7/10 AI Model Distillation Debates and Geopolitical Tensions Cosgrove corrects a viral tweet by citing the blog post admitting to post-training synthetic data distillation from Kimi K. Coogan follows up with detailed context on Anthropic's token revocation and wrapper arbitrage.10:12–13:41 · The hosts as informed peer 6/10 Analyzing AI Design Preferences and Aesthetic Anti-Patterns Cosgrove observes that masking negative design patterns does not necessarily make a model more creative. Coogan counters with personal build experience using Codex and explains why standard design patterns exist.13:42–15:47 · The hosts as informed peer 6/10 California Loses $3.2B Defense Shipyard to Texas Host monologue detailing California Forever losing the Saronic shipyard project to Brownsville, Texas due to regulatory delays. Cosgrove offers no substantive commentary.15:47–18:46 · The hosts as informed peer 7/10 TSMC Earnings Beat and $100 Billion US Fab Expansion Coogan evaluates TSMC capex and breaks down an online valuation meme about Disney, pointing out that historical capital returns via buybacks and dividends were ignored.18:46–19:36 · The hosts as informed peer 2/10 Sean Frank's Critique of Living in New York City Brief banter reviewing Sean Frank's viral tweet criticizing living in NYC before wrapping up the episode.0:55–3:37 · Guest teaching 4/10 Thinking Machines Releases Open-Weight Model Inkling Coogan details Thinking Machines' business strategy comparing it to Red Hat, while Cosgrove clarifies the technical parameter distinction between active and total parameters.3:37–10:12 · Guest teaching 6/10 AI Model Distillation Debates and Geopolitical Tensions Cosgrove corrects a viral tweet by citing the blog post admitting to post-training synthetic data distillation from Kimi K. Coogan follows up with detailed context on Anthropic's token revocation and wrapper arbitrage.10:12–13:41 · Guest teaching 3/10 Analyzing AI Design Preferences and Aesthetic Anti-Patterns Cosgrove observes that masking negative design patterns does not necessarily make a model more creative. Coogan counters with personal build experience using Codex and explains why standard design patterns exist.13:42–15:47 · Guest teaching 0/10 California Loses $3.2B Defense Shipyard to Texas Host monologue detailing California Forever losing the Saronic shipyard project to Brownsville, Texas due to regulatory delays. Cosgrove offers no substantive commentary.15:47–18:46 · Guest teaching 1/10 TSMC Earnings Beat and $100 Billion US Fab Expansion Coogan evaluates TSMC capex and breaks down an online valuation meme about Disney, pointing out that historical capital returns via buybacks and dividends were ignored.18:46–19:36 · Guest teaching 1/10 Sean Frank's Critique of Living in New York City Brief banter reviewing Sean Frank's viral tweet criticizing living in NYC before wrapping up the episode.0:55–3:37 · Guest disagreement 1/10 Thinking Machines Releases Open-Weight Model Inkling Coogan details Thinking Machines' business strategy comparing it to Red Hat, while Cosgrove clarifies the technical parameter distinction between active and total parameters.3:37–10:12 · Guest disagreement 3/10 AI Model Distillation Debates and Geopolitical Tensions Cosgrove corrects a viral tweet by citing the blog post admitting to post-training synthetic data distillation from Kimi K. Coogan follows up with detailed context on Anthropic's token revocation and wrapper arbitrage.10:12–13:41 · Guest disagreement 2/10 Analyzing AI Design Preferences and Aesthetic Anti-Patterns Cosgrove observes that masking negative design patterns does not necessarily make a model more creative. Coogan counters with personal build experience using Codex and explains why standard design patterns exist.13:42–15:47 · Guest disagreement 0/10 California Loses $3.2B Defense Shipyard to Texas Host monologue detailing California Forever losing the Saronic shipyard project to Brownsville, Texas due to regulatory delays. Cosgrove offers no substantive commentary.15:47–18:46 · Guest disagreement 1/10 TSMC Earnings Beat and $100 Billion US Fab Expansion Coogan evaluates TSMC capex and breaks down an online valuation meme about Disney, pointing out that historical capital returns via buybacks and dividends were ignored.18:46–19:36 · Guest disagreement 1/10 Sean Frank's Critique of Living in New York City Brief banter reviewing Sean Frank's viral tweet criticizing living in NYC before wrapping up the episode.0:55–3:37 · The hosts pushing back 1/10 Thinking Machines Releases Open-Weight Model Inkling Coogan details Thinking Machines' business strategy comparing it to Red Hat, while Cosgrove clarifies the technical parameter distinction between active and total parameters.3:37–10:12 · The hosts pushing back 2/10 AI Model Distillation Debates and Geopolitical Tensions Cosgrove corrects a viral tweet by citing the blog post admitting to post-training synthetic data distillation from Kimi K. Coogan follows up with detailed context on Anthropic's token revocation and wrapper arbitrage.10:12–13:41 · The hosts pushing back 3/10 Analyzing AI Design Preferences and Aesthetic Anti-Patterns Cosgrove observes that masking negative design patterns does not necessarily make a model more creative. Coogan counters with personal build experience using Codex and explains why standard design patterns exist.13:42–15:47 · The hosts pushing back 0/10 California Loses $3.2B Defense Shipyard to Texas Host monologue detailing California Forever losing the Saronic shipyard project to Brownsville, Texas due to regulatory delays. Cosgrove offers no substantive commentary.15:47–18:46 · The hosts pushing back 4/10 TSMC Earnings Beat and $100 Billion US Fab Expansion Coogan evaluates TSMC capex and breaks down an online valuation meme about Disney, pointing out that historical capital returns via buybacks and dividends were ignored.18:46–19:36 · The hosts pushing back 1/10 Sean Frank's Critique of Living in New York City Brief banter reviewing Sean Frank's viral tweet criticizing living in NYC before wrapping up the episode.

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

0:00 · the hosts 82.1% · guest 17.9%0:00 · the hosts 82.1% · guest 17.9%3:00 · the hosts 79.7% · guest 20.3%3:00 · the hosts 79.7% · guest 20.3%6:00 · the hosts 78.5% · guest 21.5%6:00 · the hosts 78.5% · guest 21.5%9:00 · the hosts 79.7% · guest 20.3%9:00 · the hosts 79.7% · guest 20.3%12:00 · the hosts 86.9% · guest 13.1%12:00 · the hosts 86.9% · guest 13.1%15:00 · the hosts 93.6% · guest 6.4%15:00 · the hosts 93.6% · guest 6.4%18:00 · the hosts 91.7% · guest 8.3%18:00 · the hosts 91.7% · guest 8.3%
Sharpest disagreement ▶ 5:13 Refuting claim on open-weight distillation

Tyler directly pushes back on a bullish tweet by citing technical blog details showing Thinking Machines did use synthetic data from Kimi K.

Hardest push from the hosts ▶ 17:55 Host counters flawed Disney M&A critique

Coogan challenges the viral premise that Disney's acquisitions destroyed value by noting the over $70 billion returned to shareholders in dividends and buybacks.

Biggest teaching moment ▶ 5:13 Educating on post-training synthetic fine-tuning

Cosgrove clarifies how modern distillation works in practice, pointing out that training on synthetic open-weight data is still effectively a two-layer distillation.

The host holds their own ▶ 7:50 Explaining token pass-through distillation attacks

Coogan demonstrates domain expertise by explaining how commercial wrapper companies resell tokens to obscure adversarial distillation campaigns across international borders.

the scores for every segment, with the reasoning behind each
ChapterTopicThe hosts as informed peerGuest teachingGuest disagreementThe hosts pushing backWhy
Thinking Machines Releases Open-Weight Model Inkling 6411 Coogan details Thinking Machines' business strategy comparing it to Red Hat, while Cosgrove clarifies the technical parameter distinction between active and total parameters.
AI Model Distillation Debates and Geopolitical Tensions 7632 Cosgrove corrects a viral tweet by citing the blog post admitting to post-training synthetic data distillation from Kimi K. Coogan follows up with detailed context on Anthropic's token revocation and wrapper arbitrage.
Analyzing AI Design Preferences and Aesthetic Anti-Patterns 6323 Cosgrove observes that masking negative design patterns does not necessarily make a model more creative. Coogan counters with personal build experience using Codex and explains why standard design patterns exist.
California Loses $3.2B Defense Shipyard to Texas 6000 Host monologue detailing California Forever losing the Saronic shipyard project to Brownsville, Texas due to regulatory delays. Cosgrove offers no substantive commentary.
TSMC Earnings Beat and $100 Billion US Fab Expansion 7114 Coogan evaluates TSMC capex and breaks down an online valuation meme about Disney, pointing out that historical capital returns via buybacks and dividends were ignored.
Sean Frank's Critique of Living in New York City 2111 Brief banter reviewing Sean Frank's viral tweet criticizing living in NYC before wrapping up the episode.

Statements from this episode (10)

Assertion Supported
Thinking Machines' Inkling Model Has 975 Billion Total Parameters
“Called Inkling, the model has nine hundred and seventy-five billion total parameters, making it far smaller than estimates of the most advanced closed-source models.”
John Coogan Jul 16, 2026 ▶ 2:29
Assertion Supported
Thinking Machines' Inkling Model Uses 41 Billion Active Parameters
“Only, I think the number is forty one billion of those are actually like active at any moment.”
Tyler Cosgrove Jul 16, 2026 ▶ 2:38
Assertion Not checkable as stated
Thinking Machines Designed Inkling Model Specifically for API Fine-Tuning
“This model is like uniquely set up for the Tinker API. It's built to be fine-tuned. That's the whole point.”
Tyler Cosgrove Jul 16, 2026 ▶ 3:32
Assertion Supported
Inkling AI Model Outperforms Nemotron 3 Ultra on Key Benchmarks
“Inkling beats Nemo Tron three ultra and benchmarks put it between Kimi K 2.5 and 2.6.”
John Coogan Jul 16, 2026 ▶ 4:05
Assertion Supported
Anthropic Shuts Down Millions of Distillation Accounts Per Week
“Anthropic is now shutting down distillation accounts on the order of millions accounts of per week.”
John Coogan Jul 16, 2026 ▶ 7:52
Assertion Supported
Saronic Chooses Texas Over California Forever for $3.2 Billion Shipyard
“California forever lost a 3.2 billion dollar shipyard project from defense startup Saronic after the company chose the port of Brownsville, Texas over Solano County.”
John Coogan Jul 16, 2026 ▶ 13:42
Assertion Supported
Texas Approved $211 Million Tax Abatement Package for Saronic Shipyard
“Texas approved a two hundred and eleven million dollar tax abatement package in June, To secure Ceronics investment at Brownsville, roughly 20 miles from Starbase”
John Coogan Jul 16, 2026 ▶ 15:07
Assertion Supported
TSMC Pledges Additional $100 Billion Investment for US Manufacturing
“They're spending a lot more money, and pledged to invest an additional hundred billion in the U.S.”
Tyler Cosgrove Jul 16, 2026 ▶ 15:55
Assertion Supported
Lexus Partners With YouTube Creators Colin and Samir for Deep Integration
“Lexus is now the official car of Colin and Samir. What does that actually mean? They made four ads for them that roll across, the roll out across YouTube. They're sponsoring four videos on their channel.”
John Coogan Jul 16, 2026 ▶ 16:47
Assertion Supported
Disney Returned At Least $70 Billion to Shareholders Via Buybacks
“Disney, across dividends and buybacks, has returned, like, seventy billion, maybe more, to shareholders”
John Coogan Jul 16, 2026 ▶ 18:09
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