MatX Raises $500M, Positioning as Nvidia's Challenger
AI chip startup MatX secured $500 million in Series B funding, led by Jane Street and Situational Awareness, aiming to deliver significantly better performance than Nvidia's GPUs for training large language models.
Open Source VLM Deployment on Jetson Devices: A Practical Tutorial
This article details a hands-on tutorial demonstrating the deployment of the NVIDIA Cosmos Reasoning 2B VLM model on NVIDIA Jetson devices, utilizing vLLM and the Live VLM WebUI.
G42 and Cerebras Deploy 8 Exaflops Supercomputer in India
G42, in partnership with Cerebras Systems, is launching an 8 exaflops supercomputer in India to bolster local AI development, focusing on sovereignty and data residency.
Mirai: Optimizing AI Inference at the Edge
Mirai, a London-based startup, is developing a framework to improve AI model performance on consumer hardware, addressing the growing demand for edge AI. They’ve built an Apple Silicon inference engine and plan to expand to Android, targeting developers with a streamlined integration experience.
Freeform Raises $67M for High-Throughput Metal 3D Printing Platform
A startup, Freeform, developing a novel 3D printing system for metal components, has secured a $67 million Series B funding round led by investors including Nvidia and Two Sigma Ventures, aiming to scale its manufacturing platform.
Google Cloud VP Warns Startups on ‘Check Engine Light’ Cloud Costs
Google Cloud’s VP for startups, Darren Mowry, cautions founders about the potential for runaway cloud costs, urging them to monitor their infrastructure usage and recognize ‘check engine light’ signs early to avoid unexpected bills.
Amazon Halts Blue Jay Warehouse Robot Project, Signaling Tech Experimentation Challenges
Amazon has paused its Blue Jay warehouse robotics project, a multi-armed robot designed for package sorting, highlighting potential difficulties in scaling its ambitious robotics initiatives despite significant investment and rapid development timelines.
Sarvam Bets on Edge AI: Deploying Models on Feature Phones and Beyond
Indian AI startup Sarvam is launching its AI models on a surprising range of devices, including Nokia feature phones, cars, and smart glasses, leveraging edge AI technology for offline operation and local language support.
Apple's AI Wearables Race Heats Up
Apple is accelerating the development of three new AI-powered wearables – an AirTag-sized pendant, smart glasses (N50), and revamped AirPods – signaling a significant push into the burgeoning wearable AI market.
Apple Poised to Launch Smart Glasses, Pendant, and AI AirPods
Apple is reportedly developing a suite of smart devices, including AI-powered glasses, a pendant, and camera-equipped AirPods, designed to integrate seamlessly with the iPhone and leverage Siri’s capabilities based on real-time environmental context.
Mesh Optical Technologies Secures $50M to Disrupt AI Data Center Interconnect
Mesh Optical Technologies, founded by former SpaceX engineers, has raised a $50 million Series A led by Thrive Capital to mass-produce optical transceivers for AI data centers. The company aims to provide a secure and efficient alternative to existing solutions dominated by Chinese suppliers.
India Launches Aggressive $200 Billion AI Infrastructure Push
India is embarking on a bold strategy to attract over $200 billion in AI infrastructure investment, leveraging existing commitments from tech giants and offering tax incentives, venture capital, and policy support to become a global AI computing hub.
Ricursive Intelligence: AI Chip Design Startup Raises $300M, Leveraging Google Brain Roots
Ricursive Intelligence, co-founded by former Google Brain employees Anna Goldie and Azalia Mirhoseini, has secured a $300 million Series A funding round led by Lightspeed, signaling a significant bet on their AI-powered chip design platform. The startup is leveraging their expertise and prior work on Google’s Alpha Chip to fundamentally change how computer chips are designed.
India's C2i Secures $19M to Tackle Data Center Power Efficiency
C2i Semiconductors, an Indian startup focused on plug-and-play power solutions for AI data centers, has raised a $19 million Series A round led by Peak XV Partners to address escalating energy demands.
Nvidia's Next Move: The Groq Gamble Signals a Shift in AI's Trajectory
Nvidia's strategic investment in Groq, a company specializing in ultra-fast inference, signals a critical pivot away from raw compute power and towards addressing the 'thinking time' latency crisis inherent in rapidly evolving AI models.
Meta’s Facial Recognition Smart Glasses Back on Track
Meta is planning to integrate facial recognition technology into its smart glasses, dubbed ‘Name Tag,’ potentially releasing the feature this year despite previous ethical concerns and technical challenges.
OpenAI’s Spark Model Launches, Prioritizing Speed Over Nvidia Dependence
OpenAI has released its first production AI model designed to run on non-Nvidia hardware via Cerebras’ Wafer Scale Engine 3, focusing on significantly faster code generation at 1,000 tokens per second. This move represents a key diversification strategy away from Nvidia’s dominance in AI compute.
Blackwell Platform Drives 4x-10x AI Inference Cost Reductions
Nvidia’s Blackwell platform is dramatically reducing the cost of AI inference, with deployments reporting 4x to 10x reductions thanks to a combination of optimized hardware, low-precision formats, and open-source models.
Robotic Laundry Folding: A $7,999 Gamble?
Weave’s Isaac 0 robot, priced at $7,999, attempts to automate laundry folding but currently requires human assistance, highlighting the limitations of current robotics technology.
Modal Labs Raises $2.5B, Signaling Intense Investor Demand for Inference Infrastructure
Modal Labs, a startup specializing in AI inference, is securing a new $2.5 billion funding round led by General Catalyst, more than doubling its previous valuation and highlighting significant investor interest in efficient AI model execution.
Space Data Centers: Musk’s Vision Faces Reality Checks
Elon Musk’s ambitious plan to establish orbital data centers using a million satellites is facing significant hurdles, primarily concerning cost, technology development, and the complex challenges of operating in the space environment.
Siemens CEO Roland Busch: Automation, AI, and the Future of Industry
In a Decoder podcast interview, Siemens CEO Roland Busch outlines the company's central role in driving automation across industries, from automotive and manufacturing to energy and healthcare, emphasizing the company’s broad technology portfolio and its commitment to a future powered by intelligent systems.
Nvidia's DreamDojo: Teaching Robots to See Like Humans
Nvidia has released DreamDojo, a revolutionary AI system that allows robots to learn manipulation skills by observing tens of thousands of hours of human video, significantly reducing the time and cost associated with training humanoid machines.
Tech Revolutionizing the 2026 Winter Games
The 2026 Milano Cortina Winter Olympics will feature a dramatic shift in technology, incorporating advancements like FPV drones, 360-degree replays, and AI-powered tools to enhance the viewing experience for athletes and fans alike.
Cerebras Systems Secures $1 Billion in Funding, Signaling AI Infrastructure Race Momentum
AI chipmaker Cerebras Systems has raised a significant $1 billion in fresh capital, fueled by investor confidence in its innovative wafer-scale processor technology and strategic partnerships, bolstering its position in the rapidly evolving AI infrastructure landscape.
Musk Doubles Down on Orbital Data Centers, Sparking Debate and Investment Hype
Elon Musk is aggressively pushing forward with his plan to establish orbital data centers, fueled by the potential for cheaper solar power in space, despite concerns about logistical challenges and the inherent complexity of such a venture.
Nvidia Shifts Focus to AI, Delaying GPU Releases
Nvidia is prioritizing AI chip production due to limited RAM supply, resulting in delays for the RTX 50-series Super refresh and potentially pushing back the RTX 60-series launch into 2028.
Positron Secures $230M in Series B, Signaling Shift Away from Nvidia
Semiconductor startup Positron has raised $230 million in a Series B funding round, driven by demand for inference hardware as AI firms seek alternatives to Nvidia’s chips.
Nvidia-OpenAI Deal Dims as Chip Strain and Strategic Shifts Emerge
Negotiations for Nvidia to invest up to $100 billion in OpenAI have collapsed, revealing underlying tensions regarding chip performance, strategic direction, and a broader effort by OpenAI to diversify its hardware suppliers.
Ring’s AI ‘Search Party’ Now Available to All U.S. Customers
Ring has expanded its AI-powered ‘Search Party’ feature, allowing all U.S. customers—not just Ring camera owners—to utilize the technology for finding lost dogs using a network of camera footage.
Physical AI Notetakers Rise: A New Category of Meeting Assistants
As digital meeting notetakers gain traction, a new wave of physical AI notetakers is emerging, offering a hands-free alternative for recording and transcribing meetings. These devices range from wearable pendants to credit-card sized options, providing users with AI-powered summaries and action items.
India Offers Zero Taxes to Attract AI Cloud Investment
India is offering foreign cloud providers zero taxes on services run from its data centers through 2047, aiming to lure investment in AI infrastructure amidst global demand and facing challenges like power shortages.
SpaceX Eyes 1 Million Orbital Data Centers
SpaceX is proposing a massive constellation of 1 million solar-powered data centers in orbit, aiming to offer a cheaper and more environmentally friendly alternative to traditional land-based data centers.
China's Open-Source AI Ecosystem: A Hardware-First Shift
China's open-source AI community, spurred by the 'DeepSeek Moment,' is rapidly evolving beyond purely model-centric approaches, prioritizing hardware integration, sustainable deployment, and a shift towards smaller, more practical models – fundamentally altering its trajectory in the global AI landscape.
Nvidia Boosts CoreWeave with $2 Billion Investment, Signaling Continued AI Data Center Expansion
Nvidia has invested $2 billion in CoreWeave, further solidifying its commitment to expanding AI computing capacity through a network of data centers. This strategic move will integrate CoreWeave’s technology and accelerate the rollout of Nvidia's Blackwell and Rubin chip architectures.
LiveKit Raises $100M at $1B Valuation to Fuel Real-Time AI Expansion
Real-time media and AI infrastructure company LiveKit Inc. has secured $100 million in Series C funding at a $1 billion valuation, marking a significant milestone for the company’s efforts to scale its real-time voice, video, and AI developer platform.
Photonic Chip Startup Neurophos Raises $110M to Challenge Nvidia in AI Inference
Neurophos, a photonics startup spun out of Duke University, has raised $110 million to develop optical processing units that aim to outperform traditional silicon GPUs in AI inference, potentially offering a significant advantage in terms of speed and efficiency.
Quadric Raises $30M, Fuels Shift to Local AI Inference
Quadric, a chip IP startup focused on enabling local AI inference, has secured a $30 million Series C funding round led by Accelerate Fund. This boost signals a growing trend towards running AI workloads on devices rather than relying solely on cloud infrastructure, driven by cost reduction and sovereign capabilities.
Apple Eyes AI Hardware with Rumored Wearable Device
Apple is reportedly developing an AI wearable device, potentially a pin-like gadget with cameras, microphones, and a charging strip, aiming to compete with OpenAI’s hardware ambitions. This move signals a potential acceleration in the AI hardware market.
Nexxa.ai Secures $9M to Modernize Industrial AI
Nexxa.ai, an AI solutions provider for heavy industry, has raised $9 million in seed funding to develop its Nitro multi-agent orchestration platform. The company aims to modernize existing engineering software stacks within sectors like rail, construction, and manufacturing.
OpenAI Poised to Launch First Hardware Device, Details Remain Murky
OpenAI is reportedly on track to announce its first hardware device in the second half of 2026, with potential designs including a screen-free earbud device codenamed 'Sweet Pea'. The company is exploring manufacturing partnerships and ambitious sales targets.
Baseten Labs Raises $300M, Valuing Startup at $5B Amid Nvidia's Inference Push
AI inference startup Baseten Labs Inc. has secured $300 million in funding, pushing its valuation to $5 billion. The round was led by Institutional Venture Partners and CapitalG, with Nvidia participating, signaling a shift in Nvidia’s focus towards AI inference startups.
Nvidia Dominance Solidified, AI Factories Emerge as Retail Transformed
The year 2026 sees Nvidia solidify its position as the dominant AI chip provider, while a shift toward ‘AI factories’ at the edge – particularly in retail – is gaining momentum alongside increasing competition from Google and OpenAI.
China’s Robotics Race: Unitree Leads the Charge
At the World Artificial Intelligence Conference in Shanghai, the dominance of Chinese robotics startup Unitree is clear, showcasing remarkably affordable and capable humanoids that are poised to disrupt industries and accelerate the global robotics landscape.
BYD Overtakes Tesla as EV Sales Surge
In this episode of The Vergecast, David Pierce and Andy Hawkins discuss BYD’s ascendance as the world’s largest EV seller, exploring its compelling features and potential impact on the US market. The episode also includes a breakdown of AI news, including OpenAI's advertising plans and discussions around AI’s influence on health records.
Taiwan to Invest $250B in US Semiconductor Manufacturing
Taiwan is set to invest $250 billion in US semiconductor manufacturing under a new trade deal brokered by the Trump administration, aiming to bolster domestic production and address supply chain vulnerabilities.
Raspberry Pi Adds 8GB RAM for Local Gen AI
Raspberry Pi launches the AI HAT+2, a $130 add-on board for the Raspberry Pi 5, equipped with 8GB of RAM and a Hailo 10H chip, enabling local execution of generative AI models.
AI's Silent Demand: The Trades Crisis Powering the Data Center Boom
The rapid expansion of AI data centers is revealing a critical and largely overlooked challenge: a severe shortage of skilled tradespeople, particularly electricians, plumbers, and HVAC technicians, threatening to slow down the industry’s growth.
OpenAI Bets Big on Cerebras for Faster AI Outputs
OpenAI has secured a multi-year agreement with Cerebras Systems to receive 750 megawatts of compute power, reportedly worth over $10 billion, starting in 2026. This deal aims to accelerate OpenAI’s AI outputs and leverages Cerebras' specialized chips designed for low-latency inference.
RAM Shortage Stokes Doubts About ‘AI PC’ Hype
A severe shortage of RAM, driven by the AI boom, is undermining the marketing surrounding ‘AI PCs’ as manufacturers adjust specs and consumer interest wanes.
Meta Shifts Focus, Axes 1,000 Jobs in Wearables Pivot
Meta confirms a significant restructuring, cutting 1,000 Reality Labs jobs as it dramatically shifts investment away from the metaverse and towards wearable technology, particularly smart glasses.
CES 2026: AI Hardware, Robotics, and the Return of Physical Tech
CES 2026 showcased a significant shift in the tech industry, with a renewed focus on physical AI hardware, robotics demonstrations, and a return to tangible product experiences alongside the continued dominance of AI advancements.
Caterpillar Embraces AI with Nvidia Partnership – Data-Driven Construction Revolution?
Caterpillar is integrating AI technology into its construction machinery through a pilot program with Nvidia, utilizing the Jetson Thor platform to create 'Cat AI.' This system collects data from machines like the Cat 306 CR Mini Excavator, aiming to provide operators with real-time insights and support.
Dell Drops ‘AI PC’ Buzz, Consumers Not Buying It
Dell admits consumer interest in AI-powered PCs is waning, shifting its product strategy away from heavily emphasizing AI features in 2026.
Intel Enters Handheld Gaming Market with 'Panther Lake' Chip
Intel is developing a new handheld gaming platform, dubbed 'Panther Lake,' featuring a dedicated chip designed for portable gaming. The platform leverages the company’s Intel Core Series 3 processors and represents Intel’s first foray into the burgeoning handheld gaming market.
Reolink Launches Local AI Hub for Security Cameras
Reolink is introducing the AI Box, a local AI processing hub designed to enhance security cameras with features like prompt-based alerts and AI video search, prioritizing data security and offline access.
Razer Unveils Snapdragon-Powered AI Headset Concept: Project Motoko
Razer has unveiled ‘Project Motoko,’ a conceptual AI wearable that combines the functionality of headphones with integrated cameras and a Qualcomm Snapdragon processor, aiming to provide an instant AI assistant experience.
Razer Enters the AI Workstation Arena
Razer is venturing into the burgeoning AI hardware market with the launch of the Forge AI dev workstation, designed to handle intensive AI training and simulation workloads using up to four pro-level GPUs.
AMD Doubles Down on AI PCs with New Ryzen AI Series
AMD unveiled its latest line of AI processors, the Ryzen AI 400 Series, alongside the Ryzen 7 9850X3D gaming processor, solidifying its strategy of integrating AI into personal computing.
Nvidia’s Rubin Chip Platform on Track, Signaling AI Hardware Evolution
Nvidia CEO Jensen Huang announced that its next-generation Vera Rubin AI superchip platform is in full production, expected to dramatically reduce the cost of AI model operation, though a full launch is still slated for late 2026.