PCB design tips for EMI and thermal management in 800G systems

PCB design tips for EMI and thermal management in 800G systems

As the industry accelerates toward 800G Ethernet and optical interconnects, engineers face new challenges in managing electromagnetic interference (EMI) while ensuring signal integrity at unprecedented speeds. The transition to 112G pulse amplitude modulation 4-level (PAM4) SerDes introduces faster edge rates and dense spectral content, elevating the risk of radiated and conducted emissions. Simultaneously, compact module…

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AI Guardrails and Trustworthy LLM Evaluation: Building Responsible AI Systems

AI Guardrails and Trustworthy LLM Evaluation: Building Responsible AI Systems

Introduction: The Rising Need for AI Guardrails As large language models (LLMs) grow in capability and deployment scale, the risk of unintended behavior, hallucinations, and harmful outputs increases. The recent surge in real-world AI integrations across healthcare, finance, education, and defense sectors amplifies the demand for robust safety mechanisms. AI guardrails—technical and procedural controls ensuring…

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Model predicts long-term effects of nuclear waste on underground disposal systems

Model predicts long-term effects of nuclear waste on underground disposal systems

As countries across the world experience a resurgence in nuclear energy projects, the questions of where and how to dispose of nuclear waste remain as politically fraught as ever. The United States, for instance, has indefinitely stalled its only long-term underground nuclear waste repository. Scientists are using both modeling and experimental methods to study the…

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Google study shows LLMs abandon correct answers under pressure, threatening multi-turn AI systems

Google study shows LLMs abandon correct answers under pressure, threatening multi-turn AI systems

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now A new study by researchers at Google DeepMind and University College London reveals how large language models (LLMs) form, maintain and lose confidence in their answers. The findings reveal…

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Melding data, systems, and society

Melding data, systems, and society

Research that crosses the traditional boundaries of academic disciplines, and boundaries between academia, industry, and government, is increasingly widespread, and has sometimes led to the spawning of significant new disciplines. But Munther Dahleh, a professor of electrical engineering and computer science at MIT, says that such multidisciplinary and interdisciplinary work often suffers from a number…

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Master Embedded Systems Skills

Master Embedded Systems Skills

In today’s fast-paced technological landscape, Embedded Systems skills are more valuable than ever. As industries across the globe continue to integrate advanced technologies into their operations, the demand for professionals with expertise in embedded systems is skyrocketing. From healthcare devices and automotive systems to smart home technology and industrial automation, the applications of embedded systems…

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