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Hard Fork

Journalists Kevin Roose and Casey Newton explore and make sense of the latest developments in the rapidly changing world of technology.

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Hard ForkEN · 108 min

The Ezra Klein Show: Jensen Huang Thinks A.I. Alarmism Has Gone Too Far

Ezra KleinJensen HuangKevin RooseCasey Newton

Jensen Huang calls AI safety a solvable engineering problem: labs should not ship systems they cannot contain, with liability rules and third-party audits still relevant.He argues NVIDIA compute could become a fungible, durable asset class, with one-gigawatt factories and annual rents reaching $50B.Open models have flipped to seventy-thirty, while supply-demand inversion and an uncertain digestion period remain risks.

Hard ForkEN · 67 min

ChatGPT’s Platform Play + a Trillion-Dollar GPU Empire + the Queen of Slop

Kevin RooseCasey NewtonKatie Notopoulos

ChatGPT is becoming a front door to the web, embedding Expedia, Zillow, Figma, Target, and Spotify for more than 800 million weekly users while seeking transaction-driven platform economics.The opportunity depends on privacy, neutral ranking, and roughly $1 trillion of financing for GPUs and infrastructure, while Sora 2 shows both genuine creative pull and unresolved copyright, safety, and retention risks.

Hard ForkEN · 53 min

The Great A.I. Build-Out + H-1B Visa Chaos + TikTok Braces for the Rapture

Jeremy Neufeld

Nvidia’s potential $100 billion investment in OpenAI helps drive a seven-gigawatt, more-than-$400-billion Stargate build-out, but also creates circular-financing risk.The proposed $100,000 H-1B fee could favor outsourcing firms through L-visa and wage-ranking loopholes while deterring AI talent, startups, and researchers needed for the technology race.

Hard ForkEN · 24 min

Your Guide to the DeepSeek Freakout: an Emergency Pod

DeepSeek’s claimed $5.5 million V3 training cost and R1 release challenged frontier AI’s infrastructure moat, helping drive NVIDIA down about 18% and pushing its app to No. 1 in the US App Store.Cheaper inference could compress model pricing and margins, though falling costs may expand usage, existing chips remain useful for inference, and the hosts say DeepSeek’s figures deserve “a grain of salt.”