Thinking Machines’ First AI Model, California Loses $3.2B to Texas, TSMC Adds $100B | Diet TBPN
20 min
•Jul 16, 20264 days agoSummary
The episode covers Thinking Machines Lab's release of its first open-weight AI model 'Inkling,' discussing its positioning relative to OpenAI and Anthropic and the broader geopolitics of AI distillation. California loses a $3.2 billion automated shipyard project from defense startup Saronic to Texas, highlighting the state's permitting challenges. TSMC beats earnings and pledges an additional $100 billion in US investment, while markets react skeptically to the capex increase.
Insights
- Open-source AI models built around fine-tuning APIs (like Thinking Machines' Tynker) create a defensible business model where open weights strengthen, rather than undermine, commercial relationships with enterprise clients.
- Chinese AI labs are facing a strategic tension between government pressure to lock down models domestically and their own commercial incentives to compete globally through open-sourcing — creating a window for Western open-source alternatives.
- Anthropic shutting down millions of distillation accounts per week signals that adversarial model distillation has scaled into a systemic, distributed threat rather than an isolated corporate espionage problem.
- California's inability to provide expedited permitting for large industrial projects is causing it to lose marquee defense and manufacturing investments to states like Texas that move faster with tax incentives.
- TSMC's decision to dramatically increase US capex — despite being historically cautious about boom-bust cycles — is a strong signal of conviction in sustained AI infrastructure demand, even as markets remain skeptical.
Trends
Rise of open-weight frontier AI models as a competitive strategy against closed-source labs like OpenAI and AnthropicAI distillation becoming a geopolitical and cybersecurity flashpoint between US and Chinese AI ecosystemsWestern governments likely to increase pressure on allies to restrict adoption of Chinese AI models, mirroring Huawei/ZTE telecom playbookEnterprise AI fine-tuning APIs emerging as a durable business model layered on top of open-source model releasesUS semiconductor capex entering a new sustained investment cycle, with TSMC anchoring domestic chip production in ArizonaStates competing aggressively for large industrial and defense manufacturing projects through tax abatements and fast-track permittingCreator economy brand deals evolving from mid-roll ads to deep editorial integrations resembling traditional media sponsorshipsAI-generated design outputs converging on recognizable aesthetic patterns, prompting model developers to actively train against 'AI smell'Beijing moving to restrict overseas access to top Chinese AI models, accelerating demand for US-aligned open-source alternativesDistributed pass-through API resellers emerging as a vector for large-scale adversarial AI model distillation
Topics
Open-weight AI model releases and competitive positioningAI model distillation as geopolitical and cybersecurity threatThinking Machines Lab Inkling model benchmarks and architectureUS-China AI competition and model access restrictionsCalifornia permitting failures and industrial project lossesTexas economic development incentives for defense manufacturingTSMC US capex expansion and semiconductor supply chainAI design pattern recognition and 'AI smell' in generated outputsCreator economy brand integration deals on YouTubeDisney acquisition ROI and shareholder returns analysisAutomated shipbuilding and defense startup investmentAnthropic account enforcement against distillation at scaleFine-tuning APIs as open-source business model enablerMixture-of-experts model architecture vs dense modelsVibe coding and AI-assisted web design workflows
Companies
Thinking Machines Lab
Released its first open-weight AI model 'Inkling' with 975B parameters, designed for fine-tuning via its Tynker API.
OpenAI
Referenced as the frontier lab Thinking Machines aims to challenge; also accused of having its models distilled by Ch...
Anthropic
Named as a frontier AI competitor; shutting down millions of distillation accounts weekly and accusing Chinese labs o...
TSMC
Beat earnings and pledged an additional $100B in US Arizona fab investment, signaling strong conviction in AI infrast...
Saronic
Defense startup that chose Brownsville, Texas over California for its $3.2B automated shipyard project, creating ~10,...
California Forever
Planned city project in Solano County that lost Saronic as a marquee tenant due to California's slow permitting process.
Nvidia
Mentioned in context of its Nemo Tron model, which was cited as an example of distillation-based open-source model de...
ZHIPU AI
Chinese AI lab accused by Anthropic's head of national security policy of distilling Claude and OpenAI models for GLM...
DeepSeek
Chinese AI lab accused by Anthropic of continuing adversarial distillation campaigns against closed-source Western mo...
Moonshot AI
Chinese AI lab behind Kimi models; Inkling benchmarks were placed between Kimi K2.5 and K2.6 performance levels.
Disney
Discussed in context of whether its $129B in acquisitions (Marvel, Star Wars, Pixar, ESPN, Fox) were accretive given ...
Engram Labs
AI company whose founder Jack Morris made viral claims about Inkling being the only non-distilled open-weight frontie...
Alibaba
Named among Chinese AI companies accused by Anthropic of adversarial distillation of Western AI models.
Minimax
Listed among Chinese AI labs accused by Anthropic of distilling closed-source Western AI models.
Lexus
Became the official car sponsor of YouTube creators Colin and Samir in a deep editorial integration deal across four ...
People
Tyler Cosgrove
Guest hosting the episode in place of regular co-host Jordi, covering all main stories.
Mira Murati
Former OpenAI CTO who founded Thinking Machines Lab and released the open-weight Inkling model.
Jack Morris
Made viral but community-noted claims that Inkling was the only open-weight model not distilled from OpenAI or Anthro...
Tarun Chhabra
Publicly accused ZHIPU AI of distilling Claude and OpenAI models at the Aspen Security Forum.
Grace Lee
Analyzed 1,000 GPT-generated websites to identify recurring 'AI smell' design anti-patterns in model outputs.
Warren Buffett
Referenced via a video clip of him repeatedly deferring to Charlie Munger at shareholder meetings as an emotional ana...
Sean Frank
Shared a satirical pitch listing New York City's downsides while implicitly arguing for its unique appeal.
Brandon Corral
Wrote the TBPN newsletter and was noted as disappointed by California losing the Saronic shipyard project.
Quotes
"We trained it to be a broad, balanced foundation model, strong across many domains, flexible enough to adapt."
Mira Murati
"Inkling is not the strongest overall model available today, open or closed."
Mira Murati
"California failed to move with the urgency the project required, while Texas moved quickly and aggressively."
Joshua (Executive Director, California Alliance for Jobs)
"Anthropic is now shutting down distillation accounts on the order of millions per week. That is crazy scale."
Host
"It's sort of like the Red Hat model. At any time you can leave because we are giving you the weights of the model — open source, you can do whatever you want with them, but keep working with us."
Host
Full Transcript
2 Speakers