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SemiAnalysis

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11:48
2026-07-28
dev.to
artificial-intelligence

Enjoy the Bubble While It Lasts: The Secret Behind Your AI Bill

A SemiAnalysis experiment reveals that a fully maxed-out ChatGPT Pro subscription would cost $14,000 a month at API pricing, while users pay only $200. The business model relies on most subscribers un…

02:17
2026-07-28
siliconangle.com
artificial-intelligence

AMD calls its shot, but the real race is engineering velocity

At AMD's Advancing AI event, CEO Lisa Su claimed outright leadership across CPUs, GPUs, rack-scale performance, memory capacity, network bandwidth and tokens per dollar, raising the stakes beyond the …

00:33
2026-07-25
newsletter.semianalysis.com
artificial-intelligence

Can AMD break the CUDA Moat? AMD Advancing AI 2026

AMD has a great chance of breaking Nvidia's CUDA software moat in AI accelerators, according to SemiAnalysis, which upgraded its outlook from zero to non-zero to now a strong probability of success, c…

09:53
2026-07-23
cast.ai
artificial-intelligence

Multi-Cloud and Cross-Region GPU Capacity for Kubernetes AI

GPU utilization across production Kubernetes clusters averages just 5%, yet half of GPU cloud providers surveyed by SemiAnalysis report being completely sold out of H100 and H200 capacity, according t…

02:41
2026-07-22
newsletter.semianalysis.com
ai-infrastructure

Meta’s Infrastructure Team Needs A Culture Reset

Meta Platforms Inc.'s infrastructure team requires a cultural reset due to bloated management, over-engineered solutions, and political decision-making that have led to expensive missteps, including a…

15:23
2026-07-09
datacenterknowledge.com
artificial-intelligence

Can Growing Community Backlash Quiet the AI Data Center Boom?

Local opposition groups to US data center projects surged to 430 from 76 since 2025, with opponents blocking or delaying at least 75 projects worth $130 billion in early 2026, as community acceptance …

17:41
2026-07-08
letsdatascience.com
ai-chips

Apple Tests Banned CXMT DRAM for China Devices

Apple is testing DRAM chips from Chinese state-backed ChangXin Memory Technologies (CXMT) for devices sold in China and lobbying Washington to permit broader commercial use, according to the Financial…

04:04
2026-07-04
sourcefeed.dev
artificial-intelligence

AMD's GLM-5.2 win over Blackwell is a software story

AMD's Instinct MI355X achieves roughly 80% of NVIDIA B200 throughput on GLM-5.2 inference at over 2x lower cost, delivering more than 2x better tokens-per-dollar after hand-tuning the ROCm software st…

14:19
2026-07-01
cryptobriefing.com
artificial-intelligence

Meta Platforms reportedly spends $50,000 per employee on AI tokens

Meta Platforms reportedly spends approximately $50,000 per employee annually on AI tokens, driven by a culture that encouraged heavy usage, leading to over 60 trillion tokens consumed monthly. In June…

14:00
2026-07-01
arize.com
artificial-intelligence

Model subsidies are ending. What do you do now?

Model subsidies are ending as flat-rate AI subscriptions prove unsustainable for agentic workloads, which consume up to 1,000 times more tokens than standard queries. Artificial Analysis' AA-Briefcase…

18:32
2026-06-30
newsletter.semianalysis.com
large-language-models

TokenBudgeting: Our Conversations with Enterprises on Token Spend

SemiAnalysis surveyed over 50 enterprises and found that widespread token overspending, as reported at Meta and Uber, is overstated and not representative of most organizations. Companies are now adop…

18:32
2026-06-28
dam.stanford.edu
artificial-intelligence

Historical memory prices 1960-2026

A new interactive dataset tracking historical memory and storage prices from 1960 to 2026 shows the lowest retail $/GB for DRAM, NAND flash, and HBM, with breakdowns by generation and accelerator cost…

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