{"author":{"name":"Qianer Liu","slug":"qianer-liu","article_count":21,"latest_published_at":"2026-07-20T20:17:34.447+00:00","profile_url":"https://vff.ai/authors/qianer-liu","api_url":"https://vff.ai/api/authors/qianer-liu"},"articles":[{"slug":"google-plans-new-frozen-chip-to-run-its-ai-models-much-more-efficiently","title":"Google Designs Custom Chip to Embed Gemini, Boost AI Efficiency","url":"https://vff.ai/article/2026/07/20/google-plans-new-frozen-chip-to-run-its-ai-models-much-more-efficiently","content_type":"aggregated_news","summary":"Google is developing a custom server chip called 'Frozen v2' that would embed its Gemini AI model architecture directly into hardware to improve inference efficiency. The chip is projected to be 6 to 10 times more efficient than Google's current homegrown AI chips when measured by tokens served per unit of power. The project addresses a critical compute capacity shortage that has strained Google Cloud's ability to serve external customers.","published_at":"2026-07-20T20:17:34.447+00:00","updated_at":"2026-07-20T20:17:35.261291+00:00","source":{"url":"https://www.theinformation.com/articles/google-plans-new-frozen-chip-run-ai-models-efficiently","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17487/e3116a0f-d0e4-4e07-944d-d4411394dbd1.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"Google DeepMind","slug":"google-deepmind"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Generative AI","slug":"generative-ai"}]},{"slug":"china-memory-chipmaker-cxmt-seeks-8-6-billion-in-shanghai-ipo","title":"China's CXMT Seeks $8.6B in Record Domestic Tech IPO","url":"https://vff.ai/article/2026/07/17/china-memory-chipmaker-cxmt-seeks-8-6-billion-in-shanghai-ipo","content_type":"aggregated_news","summary":"ChangXin Memory Technologies, China's leading memory-chip maker, filed for a Shanghai IPO seeking to raise at least 57.9 billion yuan ($8.6 billion), according to a regulatory filing on Wednesday. The offering is positioned to be the biggest tech listing in China's domestic market. The move reflects China's push to develop domestic semiconductor capabilities amid geopolitical tensions and supply chain concerns.","published_at":"2026-07-17T10:34:45.28+00:00","updated_at":"2026-07-17T10:34:45.580056+00:00","source":{"url":"https://www.theinformation.com/briefings/china-memory-chipmaker-cxmt-seeks-8-6-billion-shanghai-ipo","name":"The Information"},"featured_image":{"url":"https://assets.bwbx.io/images/users/iqjWHBFdfxIU/iEBn3NaqBMIM/v1/1200x800.jpg","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Funding & Startups","slug":"funding-startups"}]},{"slug":"tsmc-plans-another-100-billion-u-s-investment-as-ai-demand-surges","title":"TSMC Plans $100B U.S. Expansion as AI Chip Demand Surges","url":"https://vff.ai/article/2026/07/16/tsmc-plans-another-100-billion-u-s-investment-as-ai-demand-surges","content_type":"aggregated_news","summary":"Taiwan Semiconductor Manufacturing Company announced Thursday it will invest an additional $100 billion in the U.S., expanding its Arizona manufacturing footprint with at least four new chip plants. The move reflects surging demand for AI infrastructure and deepens TSMC's commitment to producing the world's most advanced semiconductors domestically. The expansion represents a significant escalation of TSMC's U.S. presence as competition for AI chip manufacturing capacity intensifies.","published_at":"2026-07-16T11:10:46.42+00:00","updated_at":"2026-07-16T11:10:47.245499+00:00","source":{"url":"https://www.theinformation.com/briefings/tsmc-plans-another-100-billion-u-s-investment-ai-demand-surges","name":"The Information"},"featured_image":{"url":"https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSIkmWdUxxF_o0Ob4FzTtH05YknNjnAFUib8UFCqDP_ifa5gHgVTX1n_tA&s=10","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"china-plans-to-let-top-ai-firms-buy-limited-amount-of-nvidia-h200-chips","title":"China to Allow Top AI Firms Limited Nvidia H200 Purchases","url":"https://vff.ai/article/2026/07/08/china-plans-to-let-top-ai-firms-buy-limited-amount-of-nvidia-h200-chips","content_type":"aggregated_news","summary":"China is preparing to allow its top AI companies to purchase limited quantities of Nvidia's H200 chips, marking a shift in Beijing's protectionist stance toward domestic chipmakers. The move comes after U.S. President Donald Trump authorized Nvidia to ship H200 chips to approved Chinese customers in December, reversing prior export restrictions. China's approval would help address acute chip shortages driven by surging AI demand while maintaining some constraints on foreign chip access.","published_at":"2026-07-08T15:46:04.132+00:00","updated_at":"2026-07-08T15:46:05.424107+00:00","source":{"url":"https://www.theinformation.com/articles/china-plans-let-top-ai-firms-buy-limited-amount-nvidia-h200-chips","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17419/cb73ea87-e28d-45be-a522-38e9d5463688.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"china-s-ai-lab-zhipu-weighs-custom-chip-as-demand-for-its-glm-model-soars","title":"Zhipu AI Explores Custom Chip as Export Controls Tighten","url":"https://vff.ai/article/2026/07/07/china-s-ai-lab-zhipu-weighs-custom-chip-as-demand-for-its-glm-model-soars","content_type":"aggregated_news","summary":"Zhipu AI, a leading Chinese AI lab behind the GLM series of open-source models, is exploring the design of a custom AI chip to address computing constraints driven by surging demand and U.S. export controls. The Beijing-based company has made preliminary inquiries with Chinese chip design houses but has not yet selected a partner. The move reflects broader pressure on Chinese AI developers to secure computing resources amid geopolitical restrictions.","published_at":"2026-07-07T15:26:30.158+00:00","updated_at":"2026-07-07T15:26:31.717643+00:00","source":{"url":"https://www.theinformation.com/articles/chinas-ai-lab-ziphu-weighs-custom-chip-demand-glm-model-soars","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17411/decc436c-c6ec-4ffc-ae75-91200b0149a0.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Governance & Policy","slug":"governance-policy"},{"name":"Generative AI","slug":"generative-ai"}]},{"slug":"alibaba-bans-employees-from-using-claude","title":"Alibaba Bans Claude, Citing Security Concerns","url":"https://vff.ai/article/2026/07/03/alibaba-bans-employees-from-using-claude","content_type":"aggregated_news","summary":"Alibaba Group has banned employees from using Anthropic's Claude and ordered them to remove all Claude models from work computers, citing security concerns about Anthropic. The directive was communicated to some employees on Friday. The ban affects Alibaba's workforce and signals growing tension around AI tool adoption in large enterprises.","published_at":"2026-07-03T10:49:41.327+00:00","updated_at":"2026-07-03T10:49:41.763677+00:00","source":{"url":"https://www.theinformation.com/briefings/alibaba-bans-employees-using-claude","name":"The Information"},"featured_image":{"url":"https://img.etimg.com/thumb/width-1200,height-900,imgsize-367092,resizemode-75,msid-132154595/tech/artificial-intelligence/alibaba-to-ban-claude-code-in-workplace-over-alleged-backdoor-risks-source-says.jpg","alt":null},"categories":[{"name":"AI Security","slug":"ai-security"},{"name":"Anthropic","slug":"anthropic"},{"name":"AI for Business","slug":"ai-for-business"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"anthropic-in-talks-with-samsung-to-manufacture-custom-ai-chip","title":"Anthropic Pursues Custom AI Chip With Samsung","url":"https://vff.ai/article/2026/07/02/anthropic-in-talks-with-samsung-to-manufacture-custom-ai-chip","content_type":"aggregated_news","summary":"Anthropic is in early-stage talks with Samsung Electronics to manufacture a custom AI chip, according to sources with direct knowledge of the project. The move mirrors OpenAI's strategy of developing proprietary chips to reduce dependence on external computing infrastructure and control costs. Google, Amazon Web Services, Meta, and Microsoft have all developed their own chips, while OpenAI unveiled Jalapeno, an inference chip designed for large-language models, last month.","published_at":"2026-07-02T15:32:43.118+00:00","updated_at":"2026-07-02T15:32:42.950245+00:00","source":{"url":"https://www.theinformation.com/articles/anthropic-talks-samsung-manufacture-custom-ai-chip","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17390/ea546ab8-e1b4-4b9f-8567-d712b56ed3b6.jpg?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"Anthropic","slug":"anthropic"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Generative AI","slug":"generative-ai"}]},{"slug":"baidu-s-chip-unit-asked-ipo-investors-to-buy-its-semiconductors","title":"Baidu Chip Unit Ties IPO Participation to Chip Purchase Commitments","url":"https://vff.ai/article/2026/06/29/baidu-s-chip-unit-asked-ipo-investors-to-buy-its-semiconductors","content_type":"aggregated_news","summary":"Kunlunxin Technology, an AI chip firm majority owned by Baidu, is planning a Hong Kong IPO at a $50 billion target valuation. The company is conditioning investment participation on commitments from IPO investors to purchase its semiconductors, according to sources familiar with recent investor road shows.","published_at":"2026-06-29T11:35:17.177+00:00","updated_at":"2026-06-29T11:35:15.275949+00:00","source":{"url":"https://www.theinformation.com/articles/baidus-chip-unit-asked-ipo-investors-buy-semiconductors","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17367/23dfaed4-746f-47c9-baab-9971c7b43c97.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Governance & Policy","slug":"governance-policy"},{"name":"Funding & Startups","slug":"funding-startups"}]},{"slug":"deepseek-closes-record-7-billion-plus-funding-with-unusual-deal-structure","title":"DeepSeek Raises $7.4B with Control-Focused Deal Structure","url":"https://vff.ai/article/2026/06/16/deepseek-closes-record-7-billion-plus-funding-with-unusual-deal-structure","content_type":"aggregated_news","summary":"Chinese AI lab DeepSeek closed a funding round raising over $7.4 billion at a valuation exceeding $50 billion, making it one of the largest AI funding rounds. The deal uses an unusual structure where investors fund a limited partnership managed by CEO Liang Wenfeng rather than DeepSeek directly, a mechanism designed to preserve his absolute control. All investor shares carry a five-year lockup period, preventing early exits.","published_at":"2026-06-16T13:10:28.446+00:00","updated_at":"2026-06-16T13:10:25.88379+00:00","source":{"url":"https://www.theinformation.com/articles/deepseek-closes-record-7-billion-plus-funding-unusual-deal-structure","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17296/45ad51c9-e286-46ed-9dd1-8fc373648ce0.jpg?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"DeepSeek","slug":"deepseek"},{"name":"Generative AI","slug":"generative-ai"},{"name":"Funding & Startups","slug":"funding-startups"}]},{"slug":"nvidia-pitches-vera-cpu-to-chinese-customers","title":"Nvidia Pitches Vera CPU to Chinese Data Center Market","url":"https://vff.ai/article/2026/06/13/nvidia-pitches-vera-cpu-to-chinese-customers","content_type":"aggregated_news","summary":"Nvidia is marketing its new Vera CPUs to Chinese customers for AI data centers, with availability targeted for August and orders opening now, according to Reuters sources. The move represents Nvidia's effort to expand its addressable market in China amid ongoing U.S. export restrictions on advanced AI chips. The timing and positioning suggest Nvidia is attempting to capture demand from Chinese data center operators before potential further regulatory constraints.","published_at":"2026-06-13T13:01:26.707+00:00","updated_at":"2026-06-13T13:01:27.481067+00:00","source":{"url":"https://www.theinformation.com/briefings/nvidia-pitches-vera-cpu-chinese-customers","name":"The Information"},"featured_image":{"url":"https://pbs.twimg.com/media/HKm6-lEasAA1If7.jpg","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"google-turns-to-samsung-for-future-ai-chip-as-capacity-tightens","title":"Google Taps Samsung for Next-Gen AI Chip as TSMC Capacity Tightens","url":"https://vff.ai/article/2026/06/11/google-turns-to-samsung-for-future-ai-chip-as-capacity-tightens","content_type":"aggregated_news","summary":"Google is in talks with Samsung Electronics to manufacture part of its next-generation Tensor Processing Unit, code-named Icefish, using Samsung's 2-nanometer production technology. The move reflects broader industry pressure as AI chip demand strains manufacturing capacity at Taiwan Semiconductor Manufacturing Co., the dominant supplier. Icefish is planned as Google's 10th-generation TPU for use in cloud data centers.","published_at":"2026-06-11T16:01:00.954+00:00","updated_at":"2026-06-11T16:00:54.722845+00:00","source":{"url":"https://www.theinformation.com/articles/google-turns-samsung-future-ai-chip-capacity-tightens","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17266/fad96614-dece-4d2f-b64c-c003a1275fd8.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"Google DeepMind","slug":"google-deepmind"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"google-and-nvidia-consider-intel-as-backup-chip-manufacturer","title":"Google, Nvidia Eye Intel as TSMC Backup","url":"https://vff.ai/article/2026/06/08/google-and-nvidia-consider-intel-as-backup-chip-manufacturer","content_type":"aggregated_news","summary":"TSMC's capacity constraints are prompting major AI chip designers, including Google and Nvidia, to explore Intel as a backup manufacturer for advanced processors. The shift reflects growing demand for AI chip production that outpaces TSMC's current manufacturing capacity. Intel stands to benefit from diversification of supply chains among leading AI companies.","published_at":"2026-06-08T15:52:08.022+00:00","updated_at":"2026-06-08T15:52:06.353061+00:00","source":{"url":"https://www.theinformation.com/articles/google-nvidia-consider-intel-backup-chip-manufacturer","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17242/2a943c67-44a3-457c-9a7f-a6a473dafc5b.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"nvidia-sk-hynix-sign-multi-year-deal-for-next-gen-ai-memory","title":"Nvidia, SK Hynix Lock in Memory Supply for Next AI Platform","url":"https://vff.ai/article/2026/06/08/nvidia-sk-hynix-sign-multi-year-deal-for-next-gen-ai-memory","content_type":"aggregated_news","summary":"Nvidia and SK Hynix have signed a multiyear agreement to develop advanced memory chips together, addressing strain on global memory supply driven by AI demand. The deal covers chip design and manufacturing, with memory components intended for Nvidia's Vera Rubin platform, the company's next major AI system. The partnership reflects intensifying competition for specialized memory capacity as AI infrastructure scales.","published_at":"2026-06-08T11:15:21.808+00:00","updated_at":"2026-06-08T11:15:20.553753+00:00","source":{"url":"https://www.theinformation.com/briefings/nvidia-sk-hynix-sign-multi-year-deal-next-gen-ai-memory","name":"The Information"},"featured_image":{"url":"https://nvidianews.nvidia.com/_gallery/get_file/?file_id=6a25ccf93d6332f4f6ff121d","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"sk-hynix-to-double-capacity-as-ai-strains-memory-supply","title":"SK Hynix to Double Capacity as AI Strains Memory Supply","url":"https://vff.ai/article/2026/06/03/sk-hynix-to-double-capacity-as-ai-strains-memory-supply","content_type":"aggregated_news","summary":"SK Hynix announced plans to double its memory chip capacity within five years to address persistent AI-driven demand strains on global supply. Chairman Chey Tae-won made the statement in Taipei, signaling that memory constraints will continue to challenge AI data center operations. The expansion targets one of the most significant hardware bottlenecks limiting AI infrastructure deployment.","published_at":"2026-06-03T12:32:13.322+00:00","updated_at":"2026-06-03T12:32:14.100117+00:00","source":{"url":"https://www.theinformation.com/briefings/sk-hynix-double-capacity-ai-strains-memory-supply","name":"The Information"},"featured_image":{"url":"https://s.yimg.com/ny/api/res/1.2/frM_ZAv8mxQn8N0qpx8tMQ--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY0MDtoPTQyNg--/https://media.zenfs.com/en/reuters-finance.com/05addfd03dbe9cb59825d16b43603d9f","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Generative AI","slug":"generative-ai"}]},{"slug":"intel-to-ship-new-ai-chip-this-year-to-challenge-nvidia","title":"Intel to Ship Crescent AI Chip This Year to Challenge Nvidia","url":"https://vff.ai/article/2026/06/01/intel-to-ship-new-ai-chip-this-year-to-challenge-nvidia","content_type":"aggregated_news","summary":"Intel plans to ship a new AI chip codenamed Crescent by year-end, according to Kevork Kechichian, who leads the company's data centre group. The processor is positioned as a cheaper, simpler alternative to Nvidia's dominant offerings. Intel is betting this approach can carve out market share in the AI chip space where Nvidia currently holds substantial control.","published_at":"2026-06-01T10:59:24.585+00:00","updated_at":"2026-06-01T10:59:25.432365+00:00","source":{"url":"https://www.theinformation.com/briefings/intel-ship-new-ai-chip-year-challenge-nvidia","name":"The Information"},"featured_image":{"url":"https://startupfortune.com/wp-content/uploads/2026/06/intel-is-preparing-a-new-ai-chip-to-challenge-nvidia-this-ye.jpg","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"us-clarifies-ai-chip-export-loophole","title":"U.S. Closes AI Chip Export Loophole for Chinese Companies","url":"https://vff.ai/article/2026/06/01/us-clarifies-ai-chip-export-loophole","content_type":"aggregated_news","summary":"The U.S. Commerce Department issued guidance clarifying that Chinese companies must obtain licenses to purchase advanced U.S. AI chips, even when attempting to circumvent restrictions through overseas subsidiaries. The move closes a potential regulatory loophole that allowed Chinese firms to source powerful AI chips indirectly. This represents a tightening of existing export controls on advanced semiconductor technology.","published_at":"2026-06-01T10:47:14.15+00:00","updated_at":"2026-06-01T10:47:14.839063+00:00","source":{"url":"https://www.theinformation.com/briefings/clarifies-ai-chip-export-loophole","name":"The Information"},"featured_image":{"url":"https://static.cryptobriefing.com/wp-content/uploads/2026/05/31213913/us-closes-loophole-on-ai-chip-exports-to-chinese-firms-overs-800x420.jpeg","alt":null},"categories":[{"name":"AI Security","slug":"ai-security"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"china-s-bytedance-developing-new-ai-chips-like-those-from-nvidia-partner-groq","title":"ByteDance Develops Groq-Style AI Chip with Chinese Partner","url":"https://vff.ai/article/2026/05/29/china-s-bytedance-developing-new-ai-chips-like-those-from-nvidia-partner-groq","content_type":"aggregated_news","summary":"ByteDance is developing a new AI chip designed to run language models at low cost, modeled after Groq's architecture. The Chinese tech giant is collaborating with InnoStar Semiconductor to integrate the startup's memory technology into the chip. This move represents ByteDance's effort to build independent AI infrastructure amid U.S. export restrictions on advanced semiconductors.","published_at":"2026-05-29T15:29:29.759+00:00","updated_at":"2026-05-29T15:29:30.436341+00:00","source":{"url":"https://www.theinformation.com/articles/chinas-bytedance-developing-new-ai-chips-like-nvidia-partner-groq","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17203/811166d1-7b86-43de-886b-f5a7d3fb9b97.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"huawei-moves-to-narrow-chip-gap-with-tsmc-despite-u-s-sanctions","title":"Huawei Pursues New Chip Strategy to Counter U.S. Sanctions","url":"https://vff.ai/article/2026/05/25/huawei-moves-to-narrow-chip-gap-with-tsmc-despite-u-s-sanctions","content_type":"aggregated_news","summary":"Huawei announced Monday that it is pursuing a new semiconductor development approach to close the gap with leading chipmakers despite U.S. export controls limiting China's access to advanced manufacturing equipment. Board director He Tingbo outlined the strategy without providing specific technical details. The move reflects Huawei's effort to maintain competitive chip capabilities under sustained sanctions pressure.","published_at":"2026-05-25T16:40:51.057+00:00","updated_at":"2026-05-25T16:40:50.858166+00:00","source":{"url":"https://www.theinformation.com/briefings/huawei-moves-narrow-chip-gap-tsmc-despite-u-s-sanctions","name":"The Information"},"featured_image":{"url":"https://cdn.i-scmp.com/sites/default/files/styles/og_image_scmp_generic/public/d8/images/canvas/2026/05/25/1b523295-7831-4b00-8de8-bc46d0cef426_3e108a23.jpg?itok=5cwvnSWc&v=1779671789","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Governance & Policy","slug":"governance-policy"}]},{"slug":"anthropic-is-in-talks-to-use-microsoft-s-ai-chips","title":"Anthropic Eyes Microsoft AI Chips to Expand Capacity","url":"https://vff.ai/article/2026/05/21/anthropic-is-in-talks-to-use-microsoft-s-ai-chips","content_type":"aggregated_news","summary":"Anthropic is negotiating with Microsoft to rent servers equipped with Microsoft-designed AI chips to expand its computing capacity. The deal would represent a significant win for Microsoft's chip division, which faced delays in its effort to compete with Nvidia's dominant position in AI infrastructure. Microsoft aims to replicate the in-house chip strategies of Google and Amazon to reduce reliance on Nvidia for its cloud customers.","published_at":"2026-05-21T17:12:34.273+00:00","updated_at":"2026-05-21T17:13:47.328244+00:00","source":{"url":"https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/17161/f15a6259-0a76-4c42-8b88-9dc24e7270d6.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"Anthropic","slug":"anthropic"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"google-in-talks-with-marvell-to-build-new-ai-chips-for-inference","title":"Google Taps Marvell for Custom Inference Chips","url":"https://vff.ai/article/2026/04/20/google-in-talks-with-marvell-to-build-new-ai-chips-for-inference","content_type":"aggregated_news","summary":"Google is negotiating with Marvell Technology to develop two specialized AI chips: a memory processing unit to complement Google's tensor processing units, and a new TPU optimized for inference workloads. The effort reflects intensifying competition in inference chips, a critical bottleneck as companies deploy AI models in production systems like autonomous agents. Nvidia has similarly prioritized inference efficiency, recently releasing a language processing unit based on licensed Groq technology.","published_at":"2026-04-20T15:06:57.881+00:00","updated_at":"2026-04-22T00:59:04.768177+00:00","source":{"url":"https://www.theinformation.com/articles/google-talks-marvell-build-new-ai-chips-inference","name":"The Information"},"featured_image":{"url":"https://tii.imgix.net/production/articles/16954/e47154fd-3bb8-4c8f-b247-eeca76d981ac.png?auto=compress&fit=crop&auto=format&w=400&dpr=4.5","alt":null},"categories":[{"name":"Google DeepMind","slug":"google-deepmind"},{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]},{"slug":"tsmc-raises-revenue-forecast-as-ai-chip-demand-surges","title":"TSMC Raises 2026 Revenue Forecast on Persistent AI Chip Demand","url":"https://vff.ai/article/2026/04/18/tsmc-raises-revenue-forecast-as-ai-chip-demand-surges","content_type":"aggregated_news","summary":"TSMC raised its 2026 revenue growth forecast to more than 30 percent, up from its January projection, citing sustained surge in AI chip demand that continues to outpace supply. The world's leading advanced chip manufacturer, which produces the majority of cutting-edge semiconductors, is benefiting from persistent customer demand for AI accelerators and processors. The upgrade signals confidence in sustained AI infrastructure spending despite earlier concerns about market saturation.","published_at":"2026-04-18T18:48:40.547+00:00","updated_at":"2026-04-22T00:59:04.768177+00:00","source":{"url":"https://www.theinformation.com/briefings/tsmc-raises-revenue-forecast-ai-chip-demand-surges","name":"The Information"},"featured_image":{"url":"https://www.reuters.com/resizer/v2/YCOPUR6EDNKW3DSKO26CTGZVTU.jpg?auth=a2efb2861da0807c7e7dfa25c49caf6af627b560e35691bbf8daa890e549254c&width=1920&quality=80","alt":null},"categories":[{"name":"AI Hardware","slug":"ai-hardware"},{"name":"Infrastructure","slug":"infrastructure"}]}]}