advanced packaging
30 articles about advanced packaging in AI news
Nvidia B200 Costs $6,400 to Produce, Gross Margin Hits 82%
Epoch AI estimates Nvidia's B200 GPU costs $5,700–$7,300 to produce, with HBM memory and advanced packaging accounting for two-thirds of the cost. At a $30k–$40k sale price, chip-level gross margins reach ~82%, though rack-scale margins may be lower.
Alibaba's Qwen 3.5 Omni Targets Western Market with Advanced Voice AI and Strategic Messaging
Alibaba's Qwen 3.5 Omni model features a robust voice AI that handles interruptions naturally, while its launch presentation signals a direct push to compete in Western markets as a cost-effective alternative.
Foxconn to Mass-Produce 10,000+ CPO Optical Switches for AI in Q3 2026
Foxconn's manufacturing arm will begin volume production of advanced co-packaged optics (CPO) switches in Q3 2026, targeting over 10,000 units. This move directly addresses the critical bandwidth and power bottlenecks in next-generation AI data center infrastructure.
TSMC's $56B 2026 CapEx Fuels AI Chip Race with 22 New Fabs
TSMC is constructing up to 22 advanced semiconductor fabs simultaneously, backed by a $52–56 billion capital expenditure plan for 2026. This unprecedented manufacturing scale is critical for producing the 2nm-and-below chips required by next-generation AI models.
The Invisible Dance: How AI Chip Manufacturing Relies on Microscopic Wire Bonding
High-speed semiconductor wire bonding creates thousands of electrical connections per minute using ultra-fine 25-micron wires. This critical but often overlooked process enables the AI chips powering today's most advanced systems.
Intel's UCIe-S Hits 48 Gb/s on 22nm, Beats 3nm EMIB
Intel demonstrated a UCIe-S die-to-die interconnect on 22nm hitting 48 Gb/s/lane over standard organic substrate, beating a 3nm EMIB design with 3× higher data rate and 2.8× higher bandwidth density. This signals a strategic shift away from EMIB for Intel's own products toward UCIe over substrate.
Jensen Huang's 30-Year TSMC Battle: From 3D Graphics to AI GPUs
A 30-year-old comic shows Jensen Huang convincing TSMC to supply wafers for 3D graphics chips. Today, he's still fighting for wafer supply, but now for AI GPUs, alongside Broadcom, AMD, MediaTek, and Amazon.
AI Chip Capacity Crisis: 10GW Left Through 2030, Prices Up Double Digits
The AI accelerator market has only 10 gigawatts of capacity left for contract through 2030, with 100GW already under contract. Prices are rising double digits as one competitor has stopped taking orders entirely.
Microsoft's Fairwater AI Data Center Launches Early, Boosts Azure Capacity
Microsoft has launched its Fairwater AI data center ahead of schedule. The facility adds significant high-performance computing capacity to Azure's AI infrastructure, crucial for training and running large models.
Nvidia Invests $2B in Marvell to Expand NVLink Fusion Chip Partnership
Nvidia is investing $2 billion in Marvell Technology to deepen their partnership on NVLink Fusion, a chip-to-chip interconnect crucial for scaling AI training clusters. This strategic move aims to secure supply and accelerate development of high-bandwidth links between GPUs and custom AI accelerators.
Aehr Test Systems Lands $41M AI Chip Order; H2 Bookings Top $92M
Aehr Test Systems received a record $41 million production order from a key hyperscale AI customer. Total bookings for the second half of its fiscal year exceeded $92 million, highlighting surging demand for semiconductor test and burn-in equipment.
Meta Expands Broadcom Partnership for Next-Gen AI Infrastructure
Meta is expanding its partnership with semiconductor giant Broadcom to co-develop its next-generation AI infrastructure. This move signals a continued, long-term commitment to custom silicon for AI training and inference.
AI-Powered Circuit Simulator Offers Free Hardware Prototyping
A new website provides a free, AI-assisted environment for designing and testing electronic circuits, featuring pre-built projects for learning. This lowers the barrier to entry for hardware prototyping and education.
Mac Studio AI Hardware Shortage Signals Shift to Cloud Rentals
Developers report a global shortage of high-memory Apple Silicon Macs, with 128GB Mac Studios unavailable worldwide. This pushes practitioners toward renting cloud H100 GPUs at ~$3/hr, marking a shift from the recent local AI trend.
Rumor: Anthropic's Next Claude Update May Include AI App Builder
A rumor on X claims the next Claude update will include an app builder, allowing users to create applications through conversational AI. This could significantly lower the barrier to app development.
VMLOps Publishes 2026 AI Engineer Roadmap for Software Engineers
VMLOps published a comprehensive 2026 roadmap detailing the skills and knowledge software engineers need to transition into AI engineering. The guide reflects the current industry demand for engineers who can build and deploy production AI systems.
Apple Reportedly Developing 'Balta' AI ASIC for Cloud Compute
A Morgan Stanley report indicates Apple is accelerating development of a custom ASIC, codenamed 'Balta,' for AI cloud and hybrid compute. This marks Apple's first known move to design silicon for its data centers, not just consumer devices.
Samsung Projects Record $14.6B Q1 Profit on 300% DRAM Price Surge
Samsung Electronics expects a record Q1 operating profit of 20 trillion won (~$14.6B), nearly triple YoY, fueled by soaring AI-driven demand and a 300% price increase for DRAM chips.
OpenAI Rebrands Mac Codex App as Unified AI 'Superapp' Platform
OpenAI is transforming its Mac Codex app into a unified AI platform dubbed a 'Superapp,' integrating chat, agent workflows, and multimodal capabilities into a single interface. This move signals a shift from a specialized coding tool to a broader, user-facing desktop AI application.
Meta Launches Muse Spark, First Model Since Zuck's AI Funding Push
Meta has launched a new AI model called Muse Spark. This is the company's first model release since CEO Mark Zuckerberg announced aggressive AI funding and a shift to open-source development in early 2026.
Broadcom to Manufacture Google TPU Chips in Foundry Partnership
Google has licensed its Tensor Processing Unit (TPU) intellectual property to Broadcom for chip fabrication. This allows Google to earn from its IP while Broadcom manages the complex hardware build and networking integration.
Perplexity Revenue Doubled in Q1 2026 After Launching Computer
Perplexity's revenue doubled in the quarter following the launch of its 'Computer' feature. The company now has over 100 million users and growing enterprise adoption.
Terafab's 1GW AI Compute Goal Requires Massive Fab Capacity
Analysis of Terafab's stated goals shows that achieving 1GW of AI compute would require approximately 190,000 wafer starts per month across logic and memory. This underscores the unprecedented scale of semiconductor manufacturing needed for future AI infrastructure.
LimX's Oli Robot Demonstrates Autonomous Unboxing and Boot-Up via 31-DoF System
LimX's Oli robot autonomously exited its shipping container, powered up its 31-degree-of-freedom system, and began moving. The demo highlights progress in self-contained robotic deployment without human setup.
AI Data Center HBM Shortage Intensifies as Samsung, SK Hynix, and Micron Struggle with Supply
AI data centers are aggressively stockpiling high-bandwidth memory (HBM), creating a supply crunch. Only three manufacturers—Samsung, SK Hynix, and Micron—can produce this critical component for AI servers.
New Research Quantifies RAG Chunking Strategy Performance in Complex Enterprise Documents
An arXiv study evaluates four document chunking strategies for RAG systems using oil & gas enterprise documents. Structure-aware chunking outperformed others in retrieval effectiveness and computational cost, but all methods failed on visual diagrams, highlighting a multimodal limitation.
Glass AI IDE Emerges, Claims to Offer Free Access to Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro
A new AI-powered coding editor called Glass claims to provide free access to multiple top-tier LLMs, including Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro, without API fees. This positions it as a direct, cost-free competitor to established paid AI IDEs like Cursor and Windsurf.
RAI's Ringbot: A Monocycle Robot Uses Internal Legs for Balance and Acrobatics
The Robotics and AI Institute (RAI) has developed Ringbot, a monocycle robot that uses internal legs for dynamic balance and acrobatic maneuvers. This novel design challenges conventional wheeled and legged robot architectures.
Zalando to Deploy Up to 50 AI-Powered Nomagic Robots in European Fulfillment Centers
Zalando is scaling its warehouse automation by installing up to 50 AI-powered Nomagic picking robots across European fulfillment centers. This move aims to enhance efficiency and handle complex items, reflecting a major investment in robotic fulfillment for fashion e-commerce.
New AI Framework Uses Diffusion Models to Authenticate Anti-Counterfeit Codes
Researchers propose a novel diffusion-based AI system to authenticate Copy Detection Patterns (CDPs), a key anti-counterfeiting technology. It outperforms existing methods by classifying printer signatures, showing resilience against unseen counterfeits.