accelerator

"Zscaler has joined OpenAI’s Trusted Access for Cyber or TAC program, gaining access to security-tuned [models]."

"We are still in the early stages of technology adoption, and the demand for AI infrastructure has not shown any signs of slowing down."

"If these “billions per year” in deals close, it’d mark quite the turnaround for Intel Foundry, which generated just $307 million in external revenue last year."

"This accelerator allows you to experience the entire flow of demand forecasting, including data preparation (ETL), feature creation, machine learning model construction, and demand forecasting execution."

"Huawei unveils new Atlas 350 AI accelerator with 1.56 PFLOPS of FP4 compute and up to 112GB of HBM — claims 2.8x more performance than Nvidia's H20"

"Nvidia unveiled the Groq 3 language processing unit at GTC 2026 in San Jose on Monday, marking the first chip to emerge from its $20 billion licensing and talent deal with AI inference startup Groq, which was struck on Christmas Eve last year."

"Nvidia on Monday demonstrated its next-generation tray for its data center GPU known as Rubin Ultra, which is due to arrive sometime in 2027."

"As Meta introduces its lineup of new AI chips, the company joins other tech giants in diversifying the AI accelerators used for specific workloads, and says that mainstream GPUs built for large-scale pre-training are less cost-effective for inference workloads."

"Google's and Accel's joint AI startup accelerator Atoms picked five Indian startups from 4K+ applications, saying ~70% of rejected applicants were AI "wrappers""

""We’ve developed a competitive strategy for MTIA by prioritizing rapid, iterative development, reads Meta’s press release, along with an inference-first focus and frictionless adoption by building natively on in"

"Fujitsu is seeking partners for the 'Fujitsu Accelerator Program for Defense Tech' to develop the multi-AI Agent system."

"Nittobo's Fukushima plant is tripling capacity, but it'll take years before market."

"The new MacBook Air provides a comprehensive leap in performance and AI capabilities for the product line."

"Rebellions details industry's first quad-chiplet AI solution with UCIe interconnects — claims Rebel100 AI accelerator equals the power of Nvidia H200 with lower power envelope"

"SambaNova says its SN50 AI"

"Taalas has launched an AI accelerator that puts the entire AI Model into silicon, delivering 1-2 orders of magnitude greater performance."

""We’re focusing on rapid commercialization,""

"SK Group's SK hynix is NVIDIA's main HBM supplier, and the company indicated they are pushing forward with mass production of HBM4."

"The solution automatically categorizes incoming documents with high accuracy, processes documents efficiently, and provides substantial cost savings while maintaining operational excellence."

"Cerebras Wafer-Scale Engine（WSE-2）の主要なアーキテクチャ上の特徴は、メモリと計算資源を物理的に統合してボトルネックを排除している点と、スパース性（疎性、データの中に「ゼロ（または無意味な値）」が非常に多く含まれている状態のこと）を活用している点にあります。"

"Meet the latest Snowflake Startup Accelerator cohort and learn how startups are building, scaling, and innovating on Snowflake AI Data Cloud."

"By revisiting the origins of 64-bit processor development, we want to consider competitive 64-bit processor productization methods that should continue to be pursued, focusing on high performance, low-cost, and low-power 64-bit processors suitable for embedded systems."

""Over the last several quarters, we have been developing a broader AI and accelerator strategy that we plan to refine in the coming months," said Lip-Bu Tan, chief executive of Intel, during an earnings call with investors and analysts."

"The Maia 200 chip is starting to roll out to Microsoft's data centers today."

"Microsoft has introduced its newest AI accelerator, the Microsoft Azure Maia 200."

"Microsoft describes the chip in their announcement today as the “first silicon and system platform optimized specifically for AI inference,” the goal is to respond quickly to AI requests, especially when traffic spikes."

"Microsoft says its Maia 200 AI accelerator "delivers 3 times the FP4 performance of the third generation Amazon Trainium, and FP8 performance above Google's seventh generation TPU.""

"A new report claims that Alibaba's chip manufacturing business, T-head, is preparing to IPO."

"Elon Musk wants Tesla to iterate new AI accelerators faster than AMD and Nvidia."

"The article's target audience includes those familiar with Python, AI accelerators, and Intel processor internals, suggesting a technical deep dive."