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A strong design constraint strategy carefully balances a wide range of electrical and manufacturing trade-offs. This month, we explore the key requirements, common challenges, and best practices behind building an effective constraint strategy.
All About That Route
Most designers favor manual routing, but today's interactive autorouters may be changing designers' minds by allowing users more direct control. In this issue, our expert contributors discuss a variety of manual and autorouting strategies.
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Why is it so difficult to create the ideal data package? Many of these simple errors can be alleviated by paying attention to detail—and knowing what issues to look out for. So, this month, our experts weigh in on the best practices for creating the ideal design data package for your design.
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Dr. Jennie Hwang to Deliver Course on AI Opportunities, Challenges, Possibilities at SMTAI
August 28, 2024 | Dr. Jennie HwangEstimated reading time: 3 minutes

Dr. Jennie Hwang, Chair of AI Committee of National Academies/DoD AI study, Chair of Review Panel of National AI Institute of NSF, and Committee of Strategic Thinking for Engineering Research in the Era of Artificial Intelligence of NSF, brings broad-based information and insights through an integrated perspective to the AI course. A pioneer and long-standing leader in SMT manufacturing and lead-free implementation, the course provides working knowledge to all who are interested in acquiring pragmatic perspectives of the present and future of AI.
Monday, October 21 – 8:30AM -12:00PM
PDC9: “Artificial Intelligence Era – Opportunities, Challenges, Possibilities”
As moving into Artificial Intelligence (AI) era, the new AI tools and platforms are remaking our daily lives and every aspect of workplace including design, research, engineering, manufacturing and management across all industries - from semiconductor and printed circuit board design to life sciences and new material design. Even not being an AI technologist, staying in the core knowledge zone is a viable strategy to remain proficient and competitive in the workplace. This course will bring an up-to-date and a holistic overview of AI with the goal to spur innovative ideas and inspire new vistas to timely capitalize the sound benefits of AI to maximize on-job efficiency and effectiveness as well as business profitability and productivity. The recent emergence of ChatGPT and Generative AI makes use cases and “possible” future become more crucial to the on-job performance. The ability to balance between the AI’s omnipotent power and its downsides is key to leveraging AI as virtuous tools. Businesses will distinguish themselves by how well they use the tools and how reliable and safe the designed tools can deliver. This course maps out AI landsacpe including the current and future of AI development/deployment, demystifies prevalent notions, and outlines the prerequisite to win “AI game.” The key components behind AI technology including machine learning (ML), deep learning (DL), Neural Networks (NN), Internet of Things (IoT), digital twins, Large Language Model (LLM), AI with justified confidence/trust, ChatGPT industry use-cases will be highlighted along with tips and recommendations. No pre-requisite is required.
Topics:
- Background & diverse perspectives of AI
- Current state of AI
- AI – justified confidence
- AI – machine learning, deep learning, neural network, digital twin, IoT & use cases
- Generative AI, OpenAI – ChatGPT-4+
- Generative AI – prompt engineering - tips and recommendations
- Enterprise opportunities – jobs, examples
- Edge AI, private AI, data
- Global leaders & competitiveness – examples
- AGI - Artificial General Intelligence
- Brain, mind à intelligence
- Future of AI – near-term, mid-term, long-term
- Concluding remarks
About Dr. Jennie Hwang
International Hall of Famer of Women in Technogy, the author and co-author of ten (10) internationally-used textbooks and 700+ publications, a speaker at innumerable international and national events, she is Chair of Artificial Intelligence Committee of National Academies/DoD; Chair of Review Panel of National Artificial Intelligence Institute of NSF; Committee of Strategic Thinking for Engineering Research in the Era of Artificial Intelligence of NSF; Chair of National Laboratory Assessment Board; Chair of Assessment Board of Army Research Laboratory; Chair of Assessment Board of Army Engineering Centers; has also served on the Board of NYSE Fortune 500 companies and on various civic, government and university boards and committees (e.g., DoD - Globalization Committee, DoD - Forecasting Future Disruptive Technologies Committee, National Materials & Manufacturing Board, Board of Army Science and Technology, and Technical Assessment Board of NIST). She has received numerous honors and awards including International Hall of Fame of Women in Technology, National Academy of Engineering inductee and named R&D-Stars-to-Watch. Her formal education includes Harvard Business School Executive Program and four academic degrees in Metallurgical Engineering and Materials Science, Physical Chemistry, Organic Chemistry & Liquid Crystal Science (Ph.D. M.S., M.S., B.S.). She has held various senior executive positions with Lockheed Martin Corp., among others, and CEO of International Electronic Materials Corp. She is also an invited distinguished adj. professor of engineering School of Case Western Reserve University, and serves on the University’s Board of Trustees.
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Klaus Koziol - atgSuggested Items
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Designers Notebook: Basic PCB Planning Criteria—Establishing Design Constraints
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