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Key Facts

Key ChipsH100, B200, TPU v5, Trainium

Key PlayersNVIDIA, AMD, Broadcom, Cerebras

Top News

Nvidia DLSS 4.5 brings Dynamic Multi-Frame Generation to RTX 50-series GPUs on March 31

Nvidia announced DLSS 4.5 at GDC 2026, introducing Dynamic Multi-Frame Generation that automatically adjusts AI-generated frames to match monitor refresh rates. The update launches March 31 with 5x and 6x multipliers for RTX 50-series GPUs. The technology aims to help gamers maximize high-refresh-rate displays while reducing latency and visual artifacts like ghosting.

Technology7 sources

Nvidia DLSS 4.5 brings Dynamic Multi-Frame Generation to RTX 50-series GPUs on March 31

Technology7 sources

Applied Materials partners with Micron and SK Hynix to develop AI memory chips at $5B facility

Applied Materials has formed partnerships with Micron Technology and SK Hynix to accelerate development of next-generation memory chips for AI systems. The collaborations will take place at Applied's $5 billion EPIC Center, focusing on DRAM, HBM, and NAND technologies as Big Tech firms prepare to spend at least $630 billion on AI infrastructure this year.

Technology5 sources

Applied Materials partners with Micron and SK Hynix to develop AI memory chips at $5B facility

Technology5 sources

Qualcomm and Wayve partner to accelerate AI-powered self-driving system for automakers

Qualcomm and British self-driving startup Wayve announced a collaboration to build an integrated AI system that helps automakers rapidly deploy advanced driver-assistance and automated driving features. The partnership combines Wayve's AI Driver software with Qualcomm's Snapdragon Ride automotive chips, aiming to simplify development and reduce complexity for carmakers seeking to accelerate autonomous vehicle technology rollout.

Technology3 sources

Qualcomm and Wayve partner to accelerate AI-powered self-driving system for automakers

Technology3 sources

Nvidia invests in Thinking Machines Lab and commits 1 gigawatt of AI compute in massive deal

Nvidia has made a significant investment in Mira Murati's Thinking Machines Lab and will supply at least 1 gigawatt of its Vera Rubin systems starting in 2027. The multi-year strategic partnership, worth tens of billions of dollars according to industry estimates, positions the young AI research lab to compete with larger rivals while highlighting Nvidia's growing role as both chipmaker and financier.

Technology16 sources

Nvidia invests in Thinking Machines Lab and commits 1 gigawatt of AI compute in massive deal

Technology16 sources

Eridu emerges from stealth with $200M Series A to solve AI networking bottlenecks

Veteran entrepreneur Drew Perkins is back with Eridu, an AI networking startup that just raised an oversubscribed $200 million Series A round. The company promises to break through the network wall holding back AI with a redesigned switch architecture that could scale GPU clusters to millions of units while cutting costs by up to 40 percent.

Startups3 sources

Eridu emerges from stealth with $200M Series A to solve AI networking bottlenecks

Startups3 sources

AI Crunch Pushes Laptop Prices Up 40% as Memory and Storage Costs Spiral Out of Control

The AI boom is triggering a severe component shortage that could push laptop prices up by 40%, with mainstream $900 models potentially hitting $1,260. Memory and storage chips are in critical short supply as manufacturers prioritize lucrative AI server components over consumer devices. Chromebooks face the steepest decline with shipments expected to drop 28% this year.

Business2 sources

AI Crunch Pushes Laptop Prices Up 40% as Memory and Storage Costs Spiral Out of Control

Business2 sources

TSMC posts 30% sales growth as AI demand drives semiconductor boom despite geopolitical risks

Taiwan Semiconductor Manufacturing Co. reported revenue of $22.6 billion for January-February 2026, marking 30% sales growth fueled by sustained global demand for AI hardware. The world's largest contract chipmaker continues aggressive expansion with a new Tainan fabrication plant despite emerging concerns over data center spending and Middle East conflict.

Business3 sources

TSMC posts 30% sales growth as AI demand drives semiconductor boom despite geopolitical risks

Business3 sources

ASUS NUC 16 Pro delivers 180 TOPS AI performance in compact mini desktop PC form factor

ASUS unveiled the NUC 16 Pro, a compact mini PC powered by Intel Core Ultra X-series processors with up to 180 TOPS of AI performance. The 0.7-liter machine handles demanding AI and enterprise workloads through its CPU+GPU+NPU combination, featuring Intel Arc B390 GPU and 50 TOPS NPU. Pricing starts at $999 for barebone configurations, while fully equipped models with Core Ultra X7 358H reach $1,600.

Technology3 sources

ASUS NUC 16 Pro delivers 180 TOPS AI performance in compact mini desktop PC form factor

Technology3 sources

AMD Ryzen AI Embedded P100 Series Targets Edge AI and Industrial Applications with Zen 5

AMD expands its Ryzen AI Embedded P100 series with processors featuring up to 12 Zen 5 cores, RDNA 3.5 graphics, and 50 AI TOPS for edge AI and industrial applications. The new chips deliver up to 39% higher multithreaded performance and support advanced workloads including Llama3.2-Vision 11B, while offering ROCm open-source AI software stack compatibility for simplified deployment.

Technology2 sources

AMD Ryzen AI Embedded P100 Series Targets Edge AI and Industrial Applications with Zen 5

Technology2 sources

SK hynix validates LPDDR6 memory, 33% faster and 20% more efficient for on-device AI devices

SK hynix has successfully validated its first LPDDR6 DRAM, delivering speeds over 10.7 Gbps—33% faster than LPDDR5X—with 20% better power efficiency. Built on a 10nm-class process, the memory targets smartphones and tablets with on-device AI capabilities, though supply concerns loom as AI device makers compete for limited availability.

Technology5 sources

SK hynix validates LPDDR6 memory, 33% faster and 20% more efficient for on-device AI devices

Technology5 sources

Neura Robotics Qualcomm partnership targets next generation of robots with Physical AI

German robotics startup Neura Robotics has partnered with semiconductor giant Qualcomm to advance AI-powered robotics using Qualcomm's Dragonwing IQ10 processors. The collaboration aims to accelerate deployment of humanoid and general-purpose robots across domestic and industrial settings, marking a growing trend where robotics companies partner with tech giants rather than just being customers.

Technology2 sources

Neura Robotics Qualcomm partnership targets next generation of robots with Physical AI

Technology2 sources

Nvidia launches NemoClaw to bring enterprise security to OpenClaw AI agents

Nvidia announced NemoClaw at its GTC conference, an open-source AI agent platform designed to address OpenClaw's security challenges. CEO Jensen Huang declared that every company needs an OpenClaw strategy, positioning NemoClaw as enterprise-grade infrastructure with policy-based guardrails, privacy protections, and hardware-agnostic deployment capabilities.

Technology21 sources

Nvidia launches NemoClaw to bring enterprise security to OpenClaw AI agents

Technology21 sources

Qualcomm unveils Arduino Ventuno Q, a powerful AI board designed to bring robotics offline

Qualcomm and Arduino launched the Ventuno Q, a single-board computer that combines AI processing with robotics control. The device features the Dragonwing IQ8 processor delivering 40 TOPs of compute power and runs entirely offline. Expected in Q2 2026 for under $300, it targets developers building autonomous systems, smart kiosks, and industrial applications without cloud dependency.

Technology6 sources

Qualcomm unveils Arduino Ventuno Q, a powerful AI board designed to bring robotics offline

Technology6 sources

Samsung and SK Hynix win exclusive HBM4 supply for Nvidia's Vera Rubin AI accelerator

Samsung Electronics and SK Hynix have been confirmed as the sole HBM4 suppliers for Nvidia's Vera Rubin AI accelerator, excluding Micron Technology from the flagship platform. SK Hynix will provide roughly 70 percent of the allocation while Samsung holds approximately 30 percent, marking a significant shift in the AI memory market as demand for high-bandwidth memory intensifies.

Business3 sources

Samsung and SK Hynix win exclusive HBM4 supply for Nvidia's Vera Rubin AI accelerator

Business3 sources

Nvidia CEO Jensen Huang says component shortage is 'fantastic' as AI boom reshapes priorities

Nvidia CEO Jensen Huang declared he loves constraints and called component scarcity 'fantastic' for his company at a recent conference. The shortage forces AI data centers to purchase only high-end hardware, benefiting Nvidia's dominance. With gaming now representing just 8-9% of revenue and data centers driving over $130 billion in 2025, the company holds 94% market dominance in consumer graphics while gamers face triple-priced memory and storage.

Business2 sources

Nvidia CEO Jensen Huang says component shortage is 'fantastic' as AI boom reshapes priorities

Business2 sources

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