2025-12-10
How Google’s TPUs are reshaping the economics of large-scale AI
For more than a decade, Nvidia’s GPUs have underpinned nearly every major advance in modern AI. That position is now being challenged.
Frontier models such as Google’s Gemini 3 and Anthropic’s Claude 4.5 Opus were trained not on Nvidia hardware, but on Google’s latest Tensor Processing Units, the Ironwood-based TPUv7. This signals that a viable alternative to the GPU-centric AI stack has already arrived — one with real implications for the economics and architecture of frontier-scale training.
Nvidia's CUDA (Compute Unified Device Architecture), the platform that provides access to the GPU's massi [...]
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2025-11-06
Google debuts AI chips with 4X performance boost, secures Anthropic megadeal worth billions
Google Cloud is introducing what it calls its most powerful artificial intelligence infrastructure to date, unveiling a seventh-generation Tensor Processing Unit and expanded Arm-based computing optio [...]
2025-06-28
OpenAI renting Google TPUs sends a strong warning shot to Microsoft
OpenAI has started using Google's Tensor Processing Units (TPUs) to run ChatGPT and other AI products, according to The Information. This marks the first time OpenAI is relying on chips beyond Nv [...]
2025-11-29
The mere existence of Google TPUs reportedly saved OpenAI 30% on Nvidia chips
Google is shifting from an internal chip user to a retailer, a move that directly challenges Nvidia's market dominance. A new analysis suggests the mere existence of Google's latest TPUs is [...]
2025-10-24
Anthropic plans to secure up to one million Google TPUs by 2026 to expand its AI infrastructure
Anthropic is preparing for a major expansion of its AI infrastructure, aiming to secure access to up to one million of Google's TPUs (Tensor Processing Units) by 2026.<br /> The article Ant [...]
2025-12-03
AWS claims 90% vector cost savings with S3 Vectors GA, calls it 'complementary' - analysts split on what it means for vector databases
Vector databases emerged as a must-have technology foundation at the beginning of the modern gen AI era. What has changed over the last year, however, is that vectors, the numerical representations o [...]
2025-11-25
Google Cloud aims to capture ten percent of Nvidia's annual revenue with TPUs
Google is in talks with Meta and several other companies about letting them run Google's TPU chips inside their own data centers, according to a report from The Information.<br /> The artic [...]
2025-04-18
Here are the coolest cars at New York International Auto Show 2025
This year marks the 125th anniversary of the New York International Auto Show (NYIAS), and despite concerns over tariffs, there are still a lot of manufacturers here showing off new models including a [...]
2025-11-05
AI’s capacity crunch: Latency risk, escalating costs, and the coming surge-pricing breakpoint
The latest big headline in AI isn’t model size or multimodality — it’s the capacity crunch. At VentureBeat’s latest AI Impact stop in NYC, Val Bercovici, chief AI officer at WEKA, joined Matt [...]