GPUs
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Yield advantage and packaging limits in wafer-scale AI
Cerebras achieves 93% silicon utilization on its WSE-3 wafer-scale chip through advanced defect tolerance. However, massive 23 kW power draws and TSMC…
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Crusoe Energy expands AI infrastructure and modular data centers
Crusoe Energy holds 4.9 gigawatts of contracted AI infrastructure capacity and is deploying modular Spark factories to serve clients like Microsoft and…
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Lambda Labs expands GPU cloud with $4 billion funding and Blackwell clusters
Lambda is raising up to $4 billion at a $14.5 billion valuation to deploy over 1 million GPUs by 2030. The company…
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Baidu GPU margins face Alibaba Qwen price cuts
Baidu’s AI cloud revenue surged 184% year-over-year to RMB 8.8 billion, driven by Kunlunxin chip optimization. Meanwhile, Alibaba Cloud is aggressively slashing…
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Graphcore IPU vs Intel Gaudi 3 and Nvidia performance
Graphcore CEO Nigel Toon claims the Colossus GC200 IPU outperforms GPUs on complex sparse models, while Intel’s Gaudi 2 showed a 103…
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Electricity demands and hardware pricing for AI clusters
AI power demand grows up to 70% annually, creating a massive infrastructure gap as electricity availability becomes a greater bottleneck than silicon.…
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The people shaping Groq’s LPU revolution and silicon strategy
Groq’s LPU architecture achieves 241 tokens per second on Llama 2 70b, outperforming conventional GPUs. Following a $20 billion deal with NVIDIA,…
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Lightmatter’s photonic interconnect and Passage silicon photonics chiplet
Lightmatter addresses AI data center bandwidth bottlenecks using the Passage platform, which provides 114 Tbps of bidirectional bandwidth via a 3D vertical…
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The $50B Grok-3 rollout faces massive power and regulatory hurdles
xAI faces significant infrastructure challenges as Memphis utility MLGW warns that expanding the Colossus facility to 1 million GPUs could double power…
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NVIDIA Blackwell manufacturing failures and CoWoS-L supply gaps
Thermal expansion mismatches and TSMC CoWoS-L capacity shortages are causing three-month delays for NVIDIA Blackwell shipments. Massive orders from Google for 400,000…
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NVIDIA history from 1993 founding to the CUDA AI revolution
NVIDIA transitioned from a gaming chip manufacturer to an AI powerhouse following the 2006 launch of CUDA. This parallel computing platform enabled…
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Cerebras undercuts GPU tokens through wafer-scale speed
Cerebras Inference delivers Llama 3.1 70B at 446 tokens per second for $0.6 per 1M tokens, significantly outperforming H100 clusters. The company’s…