HBM Leads The Way To Defect-Free Bumps


High-bandwidth memory stands at the forefront of multiple technology developments as a critical enabler of AI, but it is one of the most difficult modules to manufacture. Leading HBM device makers and foundries must simultaneously handle multi-layer chip stacking, die warpage, and shorter product lifecycles that are shrinking from two years down to just one. But perhaps the most formidable c... » read more

Interconnect Innovations In High Bandwidth Memory: Part 2


By Damon Tsai, Woo Young Han, and Tim Kryman Interconnect technology in high bandwidth memory (HBM) is at a fork in the road. One direction leads to tried-and-true microbump technology, and the other leads to a compelling alternative, hybrid bonding. Both technologies are evolving to address the stringent requirements of next generation HBM in pursuit of increased I/O density supporting high... » read more

New Frontiers In Fault Detection And Classification


IC manufacturers are increasingly relying on intelligent data processing to prevent downtime, improve yields, and reduce scrap. They are integrating that with fault detection and classification (FDC) to trace faults to their cause. Today’s FDC systems feature better sensors, variability control, and both predictive and prescriptive modeling. In the future, FDC will enable real-time decisio... » read more

Metrology’s Growing Role In Reducing False Defects


When a good die fails test and gets scrapped, often no one notices, because false failures look identical to real ones. Yet across the industry, these phantom defects are quietly eroding yield, inflating test costs, and masking the true health of manufacturing processes. At advanced nodes and in heterogeneous packaging, where margins are already razor-thin, even minor variations in contact r... » read more

Hybrid Approach Emerges For Edge/Cloud Inspection Of Chips


An explosion in data from inspection images and metrology measurements is creating a confusing set of demands for chipmakers and their equipment vendors. On one hand they need the massive storage and compute resources of the cloud to utilize AI/ML-based models, but they also need the faster response time of the edge to make adjustments at the tool level. Balancing these requirements is a mas... » read more

Enabling In-Line Process Control for Hybrid Bonding Applications


As demand grows for high-performance computing (HPC) and AI-driven applications, manufacturers are turning to hybrid bonding to enable the ultra-dense 3D integration required for next-generation chip architectures. This advanced packaging technology presents significant process challenges. Surface preparation must be precisely controlled to eliminate particles, excess recess, and copper pad ... » read more

Chip Industry Startup Funding: Q3 2025


The third quarter of 2025 was dominated by massive rounds for companies developing AI chips and quantum computers. Over $2.5 billion went to AI, with wafer-scale chip maker Cerebras leading the pack with a $1.1 billion raise. While several edge AI companies received backing, the quarter saw a marked shift towards solutions for the data center as firms seek to reduce the cost and power consumpti... » read more

Glass Substrates Gain Momentum


As a package substrate, the benefits of glass are substantial. It's extremely flat with lower thermal expansion than organic substrates, which simplifies lithography. And that's just for starters. Warpage, a growing problem for multichip packages, is greatly reduced. Chips can be hybrid bonded to redistribution layer pads on glass. And relative to organic-core substrates, glass provides very... » read more

Chip Industry Week in Review


The U.S. is considering annual approvals for Samsung and SK hynix to export chipmaking tools and materials to their factories in China, replacing perpetual waivers granted under the validated end user system, reports Bloomberg. The proposal, presented by the U.S. Commerce Department to South Korean officials, would require the companies to reapply each year for specific quantities of restricted... » read more

Interconnect Innovations In High Bandwidth Memory: Part 1


By Damon Tsai, Woo Young Han, and Tim Kryman The demand for high bandwidth memory (HBM) is accelerating across the semiconductor industry, driven by boundary-pushing artificial intelligence, high-performance computing, and advanced graphics. These technologies require access to vast datasets, which in turn increases the need for memory solutions that combine speed, density, and power efficie... » read more

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