Featured
Latest AI hardware news: NVIDIA, AMD, custom silicon, GPUs, NPUs. Daily signal.
Want this in your inbox every morning?
Daily brief at your local 8am — bilingual EN/中文, free.
5h ago
FeaturedOriginal
AI is starting to out-design chip engineers in narrow areas as LLMs accelerate software chip design tool development — "There is still a lot of human guidance" says Berkley researcher
AI Summary
AI is beginning to surpass chip engineers in specific design tasks, though human oversight remains crucial.
Why Featured
AI's advancement in chip design tools signals a shift in engineering roles, urging developers and PMs to adapt and investors to consider AI-driven innovation in semiconductor technology.
4h ago
FeaturedOriginal
Analyst says Nvidia poised to capture two-thirds of the x86 server CPU market from Intel and AMD with expected $20 billion in revenue — 'Nvidia is already on track'to deliver 4 million Vera CPUs in FY2027
AI Summary
Nvidia is set to dominate the x86 server CPU market, targeting $20 billion in revenue by FY2027.
Why Featured
Nvidia's anticipated market share in x86 server CPUs signals a shift in competitive dynamics, presenting developers and PMs with new opportunities and investors with potential high returns.
The Tech Download: What you might have missed in Nvidia’s earnings — a $200 billion opportunity and edge computing
AI Summary
Nvidia's earnings reveal a $200 billion opportunity despite conceding the China market.
Why Featured
Nvidia's earnings highlight a $200 billion opportunity in edge computing, signaling potential growth areas for developers, PMs, and investors amidst market challenges.
4h ago
FeaturedOriginal
Melius Research Raises Qualcomm (QCOM) Price Target, Sees More Upside in AI Semiconductor Stocks
AI Summary
Melius Research increases Qualcomm's price target, anticipating growth in AI semiconductor stocks.
Why Featured
Melius Research's price target increase for Qualcomm signals growing investor confidence in AI semiconductor stocks, indicating potential opportunities for developers and PMs in AI hardware innovation.
3h ago
FeaturedOriginal
Nvidia Slumps Amid 'Parabolic' Data Center Demand, Earnings Beat; Is Nvidia A Buy Now?
AI Summary
Nvidia's stock falls despite strong data center demand and earnings surpassing expectations.
Why Featured
Nvidia's stock drop despite strong demand signals potential volatility, impacting investment strategies and influencing AI infrastructure development for developers and PMs.
arXiv cs.AI·Soichiro Nishimori, Shinri Okano, Keigo Habara, Sotetsu Koyamada, Eason Yu, Masashi Sugiyama
15h ago FeaturedOriginal
Mahjax: A GPU-Accelerated Mahjong Simulator for Reinforcement Learning in JAX
AI Summary
Mahjax is a GPU-accelerated Mahjong simulator for reinforcement learning, implemented in JAX.
Why Featured
Mahjax offers developers and PMs a powerful tool for reinforcement learning experiments, while investors can see potential in AI applications for gaming and simulation.
Here we go again with Nvidia falling on earnings. What the sellers are missing
AI Summary
Nvidia's stock decline post-earnings overlooks its long-term potential and market position.
Why Featured
Nvidia's stock drop signals potential buying opportunities for developers and investors, emphasizing its strong market position and long-term growth in AI technology.
The one number that will actually move Nvidia’s stock Wednesday night
AI Summary
Nvidia's stock movement hinges on a key number in its upcoming earnings report.
Why Featured
Nvidia's earnings report will provide critical insights into its financial health, influencing stock performance and investment strategies for developers, PMs, and investors in the AI sector.
arXiv cs.CL·Sharareh Younesian, Wenwen Ouyang, Sina Rafati, Mehdi Rezagholizadeh, Sharon Zhou, Ji Liu, Yue Liu, Yuchen Yang, Hao Li, Ziqiong Liu, Dong Li, Vikram Appia, Zhenyu Gu, Emad Barsoum
3d ago FeaturedOriginal
AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents
AI Summary
AgentKernelArena benchmarks AI agents for GPU kernel optimization with a focus on generalization.
Why Featured
AgentKernelArena's focus on generalization in GPU kernel optimization signals developers, PMs, and investors to prioritize AI agents that adapt across diverse workloads, enhancing efficiency and performance.
4d ago
FeaturedOriginal
Fine-Tuning NVIDIA Cosmos Predict 2.5 with LoRA/DoRA for Robot Video Generation
AI Summary
The article discusses fine-tuning NVIDIA Cosmos Predict 2.5 using LoRA/DoRA for enhanced robot video generation.
Why Featured
This advancement in fine-tuning NVIDIA's model with LoRA/DoRA enhances video generation capabilities, which is crucial for developers and PMs in robotics and attracts investors interested in AI-driven automation.
Not the Allbirds effect: Japan’s top bidet maker Toto has been quietly making chip supplies for decades, and the stock market finally noticed
AI Summary
Toto has been producing essential chip components for AI infrastructure long before the market took notice.
Why Featured
Toto's long-standing chip production for AI infrastructure signals a strategic advantage for developers and investors, highlighting potential growth in the AI supply chain.
6d ago
FeaturedOriginal
$60B AI chip darling Cerebras almost died early on, burning $8M a month
AI Summary
Cerebras Systems, once burning $8M monthly, is now the biggest tech IPO of 2026.
Why Featured
Cerebras' survival and IPO success signal the potential for AI hardware investments, highlighting the importance of resilience and innovation in emerging tech markets for developers, PMs, and investors.
1d ago
FeaturedOriginal
The custom AI ASIC state of play (May 2026) — Broadcom deals, Google TPUs, Meta MTIA & beyond
AI Summary
ASIC-based AI server shipments are set to reach 27.8% market share by 2026.
Why Featured
The rise of ASIC-based AI servers indicates a shift in hardware efficiency, impacting developers' choices, PMs' strategies, and investors' focus on scalable AI solutions.
1d ago
FeaturedOriginal
Nvidia's memory costs soar 485%, latest AI systems now cost $7.8 million to build — memory now comprises 25% of the total cost, Rubin GPUs a mere $50,000 apiece
AI Summary
Nvidia's memory costs have surged 485%, raising AI system build costs to $7.8 million.
Why Featured
Nvidia's soaring memory costs signal a significant increase in AI project budgets, impacting developers' resource allocation, PMs' planning, and investors' cost assessments for AI ventures.
1d ago
FeaturedOriginal
Is Broadcom (AVGO) The Best AI Chip Stock to Buy?
AI Summary
Broadcom is positioned as a leading AI chip stock amid growing demand.
Why Featured
Broadcom's leadership in AI chips signals a robust investment opportunity for developers and PMs focused on AI infrastructure, while investors may benefit from rising demand in the sector.
AMD to invest $10 billion in Taiwan's AI industry to advance top-end chips
AI Summary
AMD is investing $10 billion in Taiwan to enhance AI chip manufacturing and packaging.
Why Featured
AMD's $10 billion investment in Taiwan signals a significant push in AI chip capabilities, which could lead to competitive advantages for developers and PMs in AI applications.
1d ago
FeaturedOriginal
Analyst Report: NVIDIA Corp
AI Summary
Analyst report highlights NVIDIA's strong market position and growth potential in AI and gaming sectors.
Why Featured
NVIDIA's strong market position signals robust opportunities for developers and PMs in AI projects, while investors may see growth potential in gaming and AI sectors.
1d ago
FeaturedOriginal
Nvidia no longer reports sales of graphics solutions as a separate segment — posts eye-watering $81.6 billion Q1 profit thanks to AI boom
AI Summary
Nvidia shifts to market-based revenue reporting, posting $81.6 billion Q1 profit driven by AI.
Why Featured
Nvidia's shift in reporting highlights the growing dominance of AI in the tech market, signaling developers and investors to prioritize AI-driven solutions for future growth.
1d ago
FeaturedOriginal
Samsung reportedly set to distribute up to $26.6 billion to staff in AI-driven semiconductor bonuses after last-minute union deal — average payouts could approach $400,000 per chip employee
AI Summary
Samsung plans to distribute $26.6 billion in AI-driven semiconductor bonuses after a labor agreement.
Why Featured
Samsung's $26.6 billion AI-driven bonuses signal a strong investment in semiconductor talent, highlighting the competitive landscape for developers and PMs in AI and hardware sectors.
1d ago
FeaturedOriginal
Taiwan raids 12 locations in its first formal crackdown on Nvidia AI chip smuggling — hunts three fugitives for document forgery, fraudulent declarations in Super Micro smuggling case
AI Summary
Taiwan initiates a crackdown on Nvidia chip smuggling, targeting 12 locations and three fugitives.
Why Featured
This crackdown signals increased regulatory scrutiny on AI hardware supply chains, affecting developers and PMs reliant on Nvidia chips, while investors should assess potential impacts on market availability and pricing.
·