Scaling AI Infrastructure: Overcoming Interconnect Bottlenecks Via CPO And Heterogeneous Integration


The rapid evolution of Artificial Intelligence (AI) has surpassed the capabilities of traditional monolithic compute architectures. The industry is shifting toward a systemic approach, where large-scale distributed clusters of GPUs/AI accelerators function as a single, unified computational engine to support the next generation of trillion-parameter models. Co-packaged optics (CPO) offers s... » read more

Advanced Packaging Limits Come Into Focus


Key Takeaways: Packaging is now a performance variable. Substrate, bonding, and process sequence determine what can be built at scale. Warpage underlies most advanced packaging failures and gets harder to control as package sizes grow. Every proposed solution, such as glass, panel processing, and backside power, solves one problem while creating another. Moore's Law has shif... » read more

Detecting Chemical Variability At Advanced Nodes


Key Takeaways Yield loss is increasingly driven by molecular variability in thin films, interfaces, and contamination rather than visible defects. Reliability issues often appear first as parametric drift or margin erosion under workload and thermal stress. Detection requires correlating molecular metrology, embedded electrical telemetry, and AI-driven wafer inspection. As s... » read more

AI Energy Gap And Chiplets: Why Data Movement Matters


At the recent Chiplet Summit 2026 preconference tutorial, the panel session, “Best Way to Make Chiplets Work,” brought together leaders from across the semiconductor ecosystem to tackle one of the most pressing challenges in advanced system design: how do we make heterogeneous, multi-die systems operate as a cohesive, energy-efficient whole for AI? While much discussion focused on st... » read more

Leading At Light Speed: What Makes Photonics Leadership Different


By Jan-Bart Smits and David Harap Every time a transistor switches, it generates heat. Pack enough transistors together and you hit a wall: the chip melts before it computes. This thermal ceiling is why Splunk notes that "as physical and economic limitations are reached, the pace predicted by Moore's Law is slowing." Light solves this problem. Photons carry information without generating ... » read more

Future-Proofing System Design


This whitepaper has explored how converging forces—AI-driven workloads, heterogeneous integration, and increasingly complex security requirements—are transforming design priorities. Adaptability, openness, and lifecycle management are no longer secondary considerations but core architectural imperatives. Standardization through initiatives such as UCIe and OCP fosters interoperability and s... » read more

A Manufacturing Approach That Brings Diamond Quantum Photonics Closer To Industrial Production (MIT, KAUST et al.)


"Foundry-Enabled Patterning of Diamond Quantum Microchiplets for Scalable Quantum Photonics" was published by researchers at MIT, KAUST, PhotonFoundries and MITRE. Abstract "Quantum technologies promise secure communication networks and powerful new forms of information processing, but building these systems at scale remains a major challenge. Diamond is an especially attractive material fo... » read more

Chiplet Fundamentals For Engineers: eBook


Multi-die assemblies are the next phase of Moore's Law, scaling up and out  to improve performance and add flexibility into designs. By decomposing SoCs into building blocks, yield improves for the individual dies and overall performance increases because a chip is no longer bound by reticle limits. But this is much harder than it sounds. Chiplets don't just snap together like LEGOs, and so... » read more

New Innovative Way to Functionally Verify Heterogeneous 2D/3D Package Connectivity


The heterogeneous integration of multiple chiplets in a single packaging platform is critical for many high performance compute segemnts such as AI, Hyperscalers, Cloud datacenters, Neural processors and even autonomous vehicles. With the quantity of chiplets commonly exceeding double-digit numbers. Add to that the increasing usage of high-speed, low power and low latency high-bandwidth-memory ... » read more

Every Atom Now Counts In Advanced Chip Manufacturing


Artificial-intelligence workloads are pushing semiconductor design to a point where traditional scaling strategies are running out of room. Performance improvements that once came from shrinking transistors now depend increasingly on how devices are stacked, interconnected, and isolated. Transistor scaling still matters, but advanced device architectures no longer can accommodate the power dens... » read more

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