Revolutionizing Semiconductor Collaboration: The Emergence of AI-Driven Industry Platforms


Demand for advanced computing is robust, driven by AI, cloud technologies, and widespread electrification of the economy. As Moore’s Law slows, the industry is pivoting toward innovative approaches—exploring 3D architectures, chiplets, and sophisticated hybrid packages. Concurrently, the semiconductor landscape is becoming increasingly global, with advanced devices now relying on integratin... » read more

Tracing The Equipment Connectivity Journey


The semiconductor industry has undergone a dramatic transformation from the early days of manual integration to today's AI-driven collaboration with equipment connectivity at the heart of this evolution. Understanding these trends is crucial for any organization looking to leverage data for improved efficiency, reliability, and competitive advantage. This blog explores milestones and emergin... » read more

Adaptive Test Gaining Ground For HPC And AI Chips


Adaptive test is starting to gain traction for high-performance computing and AI chips as test programs that rely on static limits and fixed test sequences reach their practical limits. The growing complexity of multi-die assemblies and power delivery, along with increased stresses, are forcing a shift toward real-time, data-driven optimization at the test cell. “It’s the same old pro... » read more

Metrology Digs Deep To Produce Next-Generation 3D NAND


Each generation of 3D NAND packs about 30% more bits than the previous version, with current devices storing up to 2 terabits of data in a die the size of a fingernail. With new product introductions shrinking from 18 months to every 12 months, chipmakers are constantly innovating to enable this prodigious scaling pace. 3D NAND technology is a core ingredient in mobile phones, solid-state dr... » read more

Zero-Trust Data Sharing Architectures Redefining Chip Manufacturing


Real-time security clearances are becoming increasingly common in the manufacturing of advanced-node semiconductors, where data sharing is both essential and a potential security threat. Data security is a well-known issue in semiconductor manufacturing, but much of it is based on an outdated approach. In its place, zero-trust architectures [1] are now a requirement for new equipment and ins... » read more

The Growing Need For Collaboration Across The Semiconductor Industry


Abstract: AI-driven collaboration is becoming essential for the semiconductor industry to manage its increasingly complex global supply chain. This new model facilitates real-time data sharing and multi-party orchestration, moving beyond conventional, crisis-driven interactions. By leveraging a secure data infrastructure, automated orchestration, and AI agents, companies can automate busines... » read more

AI-Driven Collaboration In Chip Manufacturing


3D chips and multi-die assemblies can offer significant improvements in performance and power, but the tradeoff is the increased amount of time and money it takes to generate working silicon. There are more process steps, more interactions between processes, and more data to manage throughout the manufacturing flow — so much, in fact, that it has now reached well beyond what even the best eng... » read more

AI-Driven Collaboration: Transforming The Semiconductor Industry’s Operating Model


The semiconductor industry stands at an inflection point. As the sector pushes into 3D architectures, advanced packaging, and heterogeneous integration, the traditional model of stage-gate, crisis-driven collaboration is reaching its limits. John Kibarian, CEO of PDF Solutions, recently outlined a vision for AI-driven collaboration at the SEMICON West CEO Summit, a fundamental reimagining of... » read more

AI In Test Analytics: Promise Vs. Reality


The semiconductor industry is increasingly turning to artificial intelligence as the solution for increasing complexity in test analytics, hoping algorithms can tame the growing flood of production data. The need to extract actionable insight from that torrent is pressing. AI/ML (AI) models promise to find correlations buried in multidimensional datasets, predict failures before they occur, and... » read more

New Rules Put The Squeeze On Semiconductor Gray Market


The shift toward chiplets and multi-die assemblies is forcing big changes in the global supply chain, including much tighter cooperation between companies and governments to ensure the authenticity and quality of semiconductor parts. The chip industry has been looking to digital certificates as the best means of reducing counterfeiting and ensuring consistent quality for some time. The probl... » read more

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