
Breaking down Nvidia's Hugging Face and Poolside bets | E2331
- 1h 48m
- Transcript
Summary
Written by a model from the transcript; not yet reviewed.
This episode of This Week in Startups covers major industry developments, including Nvidia's reported moves into open source and coding agents with acquisitions like Hugging Face and Poolside, alongside broader industry warnings about AI-driven cyber threats. The host and the guest discuss real-world applications in frontier tech, featuring interviews with Craig Pigott, founder of livestock management platform Halter, and Mateja Milanovic, founder of defense tech startup Hop Arrow. The conversation highlights the practical challenges of scaling hardware, navigating go-to-market strategies in traditional industries, and the shifting dynamics of AI competition.
The discussions emphasize the transition from pure software models to un-metered, on-premise infrastructure and hardware integration. The host argues that forthcoming cyber attacks and the proliferation of open-source coding tools will reshape public trust and enterprise spending. Throughout the episode, founders share tactical advice on building tangible prototypes and navigating early customer resistance.
- Founders must move beyond pitch decks by demonstrating physical, working prototypes to build early credibility with enterprise and government customers. 1:04:50
- Startups selling to traditional verticals like ranching must rely on outbound, hyper-local field sales and trust-building rather than standard enterprise software motions. 57:16
- Entrepreneurs should focus on drilling straight down into their core product and geography before chasing adjacent markets too early. 48:12
Chapters
- 0:00Nvidia’s Hugging Face Acquisition and Cyber‑Defense Letter
Hosts introduce Nvidia’s $12.9 B Hugging Face deal and the open‑letter warning about AI‑enabled cyber attacks.
- 0:37PayPal and Digital Ocean Sponsorships
Hosts present PayPal processing‑fee offer and Digital Ocean AI‑native cloud promotion as episode sponsorships.
- 1:40AI’s Oppenheimer Moment and Cyber‑Threat Letter Analysis
Discussion of the AI Oppenheimer moment, the 100‑company letter, and media deconstruction of leadership statements.
- 3:46Cyber‑Defense Urgency and Potential Hacks
Hosts speculate on imminent AI‑driven hacks, the role of frontier models, and the need for coordinated defense.
- 5:31Guest Introduction: Craig Pigott of Halter
Hosts introduce Craig Pigott, founder of Halter, and begin the interview about virtual fencing technology.
- 8:40Founder Experience and Overcoming Resistance
Craig shares how his ranching background helped build trust and how he navigated skepticism from his parents and the industry.
- 19:50Halter’s Virtual Fencing Technology Overview
Craig explains the collar hardware, sensors, Starlink connectivity, and how cattle are trained to respond to audio cues.
- 23:41Business Model and Market Opportunity
Discussion of subscription pricing, TAM calculation, and the growth strategy for Halter’s cattle‑tracking platform.
- 34:37Sales Motion and Founder‑Led Growth
Craig details Halter’s hyper‑local, field‑based sales approach and the evolution from founder‑led to a larger sales team.
- 41:05Product Feedback Loop and Customer‑Driven Features
Craig describes how Halter listens to customers, rapidly iterates features, and the impact of real‑time alerts on cattle health.
- 45:41Future Expansion and Closing Reflections
Craig outlines plans for new animal types, addresses privacy concerns, and the hosts wrap up with lessons for founders.
- 48:24Strategic Focus and Geographic Expansion
The hosts discuss the importance of drilling down into a core market before expanding geographically, using Uber’s strategy as a case study.
- 50:23Playbook Development and Talent Acquisition
They cover how building a playbook and recruiting the right talent across regions is critical for scaling a startup.
Highlights
- 0:04
Nvidia's Open Source Strategyinsight
The host analyzes Nvidia's reported acquisition of Hugging Face and Poolside as a major play to capture open-source developer market share.
- 1:40
AI's Coming Cyber Threat Warninginsight
The hosts discuss a newly released open letter signed by over 100 companies warning of imminent AI-enabled cyber attacks on critical infrastructure.
- 19:50
Virtual Fencing for Livestockstory
Craig Pigott explains how Halter uses solar-powered collars with audio and vibration cues to virtually fence and monitor cattle health.
- 22:30
Subscription Model for Hardwaredata
Halter provides the cow collars for free and charges ranchers a subscription fee per cow per month, scaling to 1.5 million collars.
- 59:03
Autonomous Hypersonic Cargo Rocketsinsight
Mateja Milanovic introduces Hop Arrow and their Rook vehicle, designed to deliver time-sensitive payloads up to hundreds of miles in minutes.
Quotes
“Nvidia taking over all of open source.”
Unnamed speaker · 0:01 “We are happy if you want to work with us or any of our competitors or partners, but please take this moment seriously.”
Unnamed speaker · 5:58 “The frontier models then who create these, it's going to be essentially like producing a car without three-point seatbelts, producing a car without airbags, you know, selling cigarettes without, and saying nicotine is not an addictive drug.”
Unnamed speaker · 15:41 “The sales motion is outbound, field-based, hyper-local.”
Unnamed speaker · 34:37 “That means kata, straight down, kata. You've got cattle in New Zealand, you've got cattle in Australia.”
Unnamed speaker · 48:30 “I think the hardest thing about writing personally is the blank page, starting from nothing, and you have to get words out, it's much easier to edit than to write.”
Unnamed speaker · 1:24:52 “We don't publish anything front facing that is just written by AI.”
Unnamed speaker · 1:24:23 “If you're going to do a reenactment, if you're going to do an interpretation, you're obligated, you are super obligated.”
Unnamed speaker · 1:27:48 “I have two of these in the backyard. These things supposedly do two acres. I put two of them just in the backyard. And we went from having, you know, everybody getting five, 10 mosquito bites a week to, you know, nobody getting mosquito bites anymore.”
Unnamed speaker · 1:34:49 “I had to literally go there and put this cream on my legs to kill the bacteria so I wouldn't get this crazy infection.”
Unnamed speaker · 1:35:50
Sponsored segments
- Hop Arrow 1:08:32–1:08:38
- Uniqlo 1:42:39–1:43:15
About this episode
This Week In Startups is made possible by: DigitalOcean https://do.co/twist Every.io https://every.io PayPal https://paypal.launch.co Today's show: *Nvidia agreed to buy Hugging Face for $12.9 billion, just days after quietly licensing Poolside's coding model for $6 billion+. On TWiST, Jason lays out why this is actually the biggest AI story of the year. Nvidia plans to offer enterprises unmetered, unlimited on-prem compute, pulling them away from reliance on Anthropic and OpenAI's frontier models and products. PLUS we're chatting with Halter founder & CEO Craig Piggott about how his company helps farmers optimize their land use via solar-powered AI-driven cattle collars. AND Hop Aero CEO and co-founder Matija Milenovic shows us Rook, his autonomous hypersonic cargo rocket that can launch from a shipping container and deliver cargo up to 450 miles away in about 15 minutes. Finally, Jason and Lon explain why you never post Slop on the timeline. Guests: Craig Piggott on X: https://x.com/craig_piggott Halter: https://www.halterhq.com/ Matija Milenovic on X: https://x.com/mat_milenovic Hop Aero: https://hopaero.com/ Relevant Links: OpenAI Open Letter: https://openai.com/collective-cyberdefense/ OpenAI Hugging Face report: https://openai.com/index/hugging-face-incident-and-the-road-ahead/ OpenAI Jalapeño report: https://openai.com/index/jalapeno-first-results/ Dario Amodei-Gavin Baker tweet thread: https://x.com/DarioAmodei/status/2088758816376807762 TechCrunch: Nvidia-Hugging Face deal: https://techcrunch.com/2026/08/26/nvidia-closes-in-on-hugging-face-acquisition/ TechCrunch coverage of Halter: https://techcrunch.com/2026/04/04/unpacking-peter-thiels-big-bet-on-solar-powered-cow-collars/ Dealroom: Sir Peter Back on Rocket Lab: https://app.dealroom.co/news/note/sir-peter-beck-on-rocket-lab-s-no-money-so-we-have-to-think-playbook-from-a-60k-new-zealand-start-up-to-an-end-to-end-space-company WSJ: Druckenmiller op-ed: "Let the Bond Market Speak": https://www.wsj.com/opinion/let-the-bond-market-speak-81529d74 NOTUS: Druckenmiller's WSJ op-ed was written with AI: https://www.notus.org/media/stanley-druckenmillers-wsj-op-ed-bessent-ai WaPo: Wall Street Journal defends Druckenmiller op-ed: https://www.washingtonpost.com/business/2026/08/25/wall-street-journal-says-ai-generated-op-ed-didnt-breach-its-standards/ Photon Matrix Laser Mosquito Killer: https://photonmatrixlab.com/ "The Wizard of the Kremlin" trailer: https://www.youtube.com/watch?v=U7ctYp3zQVA "King & Conqueror" trailer: https://www.youtube.com/watch?v=anS9xQEPTsU "Lanterns" trailer: https://www.youtube.com/watch?v=7UIBOsuUwc4 "Rebel Ridge" trailer: https://www.youtube.com/watch?v=gF3gZicntIw Alpaka Bravo Sling Max 2 bag: https://alpakagear.com/products/bravo-sling-max-v2 No Agenda podcast: https://www.noagendashow.net/ THR: John C. Dvorak obit: https://www.hollywoodreporter.com/business/business-news/john-dvorak-dead-tech-journalist-no-agenda-inside-track-1236657317/ Timestamps: 0:00 The 100+ company open letter on cyberdefense 9:48 DigitalOcean - Want to see what building on a true AI-native platform looks like? Head to https://do.co/twist to start building on DigitalOcean's AI-Native Cloud today — and cut your AI workload costs by up to 50%. 16:46 Why some models are "unsafe at any latency" 19:44 Craig Piggott of Halter joins the show 21:03 Every.io - For all of your incorporation, banking, payroll, benefits, accounting, taxes or other back-office administration needs, visit https://every.io 26:09 How do you add cows to Starlink? 31:26 PayPal - Pay zero processing fees on your first $100K in eligible PayPal payment volume. Learn more at https://paypal.launch.co 47:52 Founder-led hyper-local sales motion 53:15 Remember John C. Dvorak 58:27 Matija Milenovic of Hop Aero joins 59:53 Sending out autonomous swarms in the Indo-Pacific 1:11:26 Nvidia's mega-Hugging Face deal 1:16:32 Nvidia's "unmetered" play against Anthropic and OpenAI 1:29:47 How letting AI write for you is like lip syncing 1:33:44 Laser-guided mosquito defense system 1:36:32 Lon's streaming picks Subscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.com Check out the TWIST500: https://www.twist500.com Subscribe to This Week in Startups on Apple: https://rb.gy/v19fcp Follow Lon: X: https://x.com/lons Follow Jason: X: https://twitter.com/Jason LinkedIn: https://www.linkedin.com/in/jasoncalacanis Check out all our partner offers: https://partners.launch.co/ Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarland Check out Jason's suite of newsletters: https://substack.com/@calacanis Follow TWiST: Twitter: https://twitter.com/TWiStartups YouTube: https://www.youtube.com/thisweekin Instagram: https://www.instagram.com/thisweekinstartups TikTok: https://www.tiktok.com/@thisweekinstartups Substack: https://twistartups.substack.com
Transcript
20,633 words · 7 speakers
Topics
- AI
- OpenAI
- Open source
- Nvidia
- Anthropic
- Hugging Face
- Starlink
- PayPal
- This Week in AI
- This Week in Startups
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