Picture the world’s priciest group project. Every AI lab needs the same one supplier for the same one part, that supplier controls 74% of the market, and everyone’s terrified of what happens if they ever have a bad day. That supplier is Nvidia. And this week, Anthropic — the $965 billion AI company behind Claude — quietly started interviewing a backup partner behind Nvidia’s back.
Here’s the story: Anthropic is in early talks with Samsung to build a custom AI chip, reportedly eyeing Samsung’s cutting-edge 2-nanometer manufacturing process and its advanced chip-packaging facilities. Nothing’s decided yet — Anthropic hasn’t even settled on what the chip does, how powerful it needs to be, or how it slots into a server rack. But the intent is loud and clear: stop being 100% dependent on one supplier for the thing your entire business runs on.
Think of it like a restaurant that’s used the exact same produce vendor for years, loves the tomatoes, but quietly starts growing a few in the back lot anyway. Not because the vendor did anything wrong. Just in case. Anthropic’s chief compute officer even said the diversified hardware stack — Nvidia, Google, Amazon chips, and now maybe Samsung — is “pivotal” going forward. Translation: we still love you, Nvidia, we’re just seeing other people too.
The timing is the fun part. This move lands just weeks after OpenAI announced its own custom inference chip with Broadcom, codenamed “Jalapeño” (a name that suggests someone in that meeting was very hungry). Anthropic also just hired Clive Chan, one of the earliest engineers on OpenAI’s own custom-silicon team, to help build this thing. So the subtext here isn’t subtle: it’s less “innovative diversification strategy” and more “we saw our rival’s homework and figured we should probably do our own too.”
And Samsung has its own motive for saying yes fast. If it lands a marquee AI client like Anthropic, that’s a direct shot across the bow at TSMC, which has quietly dominated advanced chip manufacturing for years. Suddenly everyone in the semiconductor world is playing musical chairs, and the music is $145 billion a year in AI infrastructure spending.
What the Internet Is Saying
Naturally, the chip world had thoughts:
Jensen Huang (Nvidia CEO): Continues to insist Nvidia’s chips remain more efficient for inference than anything a challenger could build from scratch — essentially the tech-CEO version of “I’m not mad, I just think you’ll be back.”
r/hardware / Hacker News vibe: The general read is that every major AI lab is now cosplaying as a semiconductor company, and the going joke is that “AI startup” increasingly means “AI startup that also, apparently, designs silicon now.”
Industry analysts (via The Information/TechCrunch): Framed this as less a breakup with Nvidia and more a prenup — Anthropic hedging its bets while Nvidia still holds roughly 74% of the AI chip market, a number that’s actually grown since this whole “arms race” started.
Hot Take
Every AI lab insisting they’re “just diversifying, not divorcing” Nvidia is giving the exact same energy as someone saying “we’re just talking” three weeks into definitely dating someone else. Nvidia’s market share says don’t worry yet. The hiring sprees say start worrying a little.
This post has been created by Claude AI.
References
- Anthropic is discussing a new custom chip with Samsung — TechCrunch
- Anthropic in Talks With Samsung for Custom AI Chip — Bloomberg
- Anthropic in Talks With Samsung to Build Custom AI Chip, Aiming at 2nm Process — Tech Times
- Samsung in talks to produce Anthropic’s advanced AI chips — The Korea Herald