Teradyne

Collaboration among industry stakeholders may be instrumental in continuing the demanding pace of Moore’s Law for years to come. Integrating data analytics, ML and AI into semiconductor test processes is an important step in realizing this goal.

Today, AI algorithms are primarily run at large data centers-- in the cloud. For this intelligence to be used at the edge, data must be transmitted to the cloud, analyzed there, and the results transmitted back to the field of operation, such as a mobile phone, medical implant or autonomous vehicle.

New SEMI Taiwan Testing Committee to strengthen the last line of defense to ensure the reliability of advanced semiconductor applications.Mobile, high-performance computing (HPC), automotive, and IoT – the four future growth drivers of semiconductor industry, plus the additional boost from artificial intelligence (AI) and 5G – will spur exponential demand for multi-function and high-performance chips. Today, a 3D IC semiconductor structure is beginning to integrate multiple chips to extend functionality and performance, making heterogeneous integration an irreversible trend. As the number of chips integrated in a single package increases, the structural complexity also rises. Not only will this make identifying chip defects harder, but the compatibility and interconnection between components will also introduce uncertainties that can undermine the reliability of the final ICs. Add to these challenges the need for tight cost control and a faster time to market, and it’s clear that semiconductor testing requires disruptive, innovative change. Traditional final-product testing focusing on finished components is now giving way to wafer- and system-level testing.In addition, the traditional notion of design for testing, an approach that enhances testing controllability and observability, is now coupled with the imperative to test for design, which emphasizes drawing analytics insights from collected test data to help reduce design errors and shorten development cycles. Going forward, the relationship among design, manufacturing, packaging, and testing will no longer be un-directional. Instead, it will be a cycle of continuous improvement.This paradigm shift in semiconductor testing, however, will also create a need for new industry standards and regulations, elevate visibility and security levels for shared data, require the optimization of testing time and costs, and lead to a shortage of testing professionals. Solving all these issues will require a joint effort by the industry and academia. "With leading technologies and $4.7 billion in market value, Taiwan still holds the top spot in global semiconductor testing market," said Terry Tsao, President of SEMI Taiwan. "When testing extends beyond the manufacturing process, it can play a critical role in ensuring quality throughout the entire life cycle from design and manufacturing to system integration while maintaining effective controls on development costs and schedules. Taiwan's semiconductor industry is in dire need of a common testing platform to enable the cross-disciplinary collaboration necessary for technical breakthroughs."The SEMI Taiwan Testing Committee was formed to meet that need, gathering testing experts and academics from MediaTek, Intel, NXP Semiconductors, TSMC, UMC, ASE Technology, SPIL, KYEC, Teradyne, Advantest, FormFactor, MJC, Synopsys, Cadence, Mentor, and National Tsing Hua University to collaborate in building a complete testing ecosystem. The committee addresses common technical challenges faced by the industry and cultivates next-generation testing professionals to enable Taiwan to maintain its global leadership in semiconductor testing.The SEMI Taiwan Testing Platform spans communities, expositions, programs, events, networking, business matching, advocacy, and market and technology insights. For more information about the SEMI Taiwan Testing platform, please contact Elaine Lee ([email protected]) or Ana Li ([email protected]). Emmy Yi is a marketing specialist at SEMI Taiwan.

Testifying before a U.S. interagency panel weighing trade tariffs against China, Jonathan Davis, global vice president of industry advocacy at SEMI, yesterday called for the removal of more than 100 products from the list of tariffs proposed by the Trump administration, stressing that an escalation of the U.S.-Sino dispute could trigger a full-blown trade war and hasten deep, unintended damage including higher consumer prices, an expanded U.S. trade deficit, and a slowdown in U.S. economic growth.Representing the electronics manufacturing supply chain, Davis threw the industry’s weight behind protections for valuable intellectual property but argued that “if implemented as proposed, these tariffs will potentially cost tens of millions annually in additional taxes and lost revenue owing to reduced exports, threaten thousands of high-paying U.S. jobs, and not solve U.S. concerns with China.” Davis said the undue harm will ultimately undercut the ability of U.S. chipmakers to sell overseas, stifling innovation and curbing U.S. technological leadership.In testimony at the hearing before the government panel that included representatives from the U.S. Trade Representative (USTR), Departments of Treasury, Commerce, State and Defense, and the Council of Economic Advisers, Davis explained that more than 100 lines – products defined for the purpose of setting import duties – of the proposed tariffs would hamstring the semiconductor supply chain. The tariff lines include fundamental components of the semiconductor manufacturing process that are oxygen for the chip industry. As part of his testimony, Davis also submitted comments on the impact of the tariffs.Charles Gray, general counsel at Teradyne, who also testified at the hearing, said the tariffs will threaten growth while penalizing U.S. companies with supply chains that touch China. Gray and Davis were among more than 100 industry leaders who provided more than 3,000 comments in the May 15-17 hearing to evaluate the impact and efficacy of the proposed tariffs.The hearing followed the Trump administration’s heated, longstanding criticism of China for what it considers unfair trade practices, focusing specifically on intellectual property violations. In recent months, the administration has begun implementing trade actions against China that will increase tariffs, restrict cross-border investment, and introduce significant uncertainty for U.S. businesses.The Section 301 investigation that determined China’s forced transfer of technology and intellectual property discriminated against U.S. firms prompted a proposed 25 percent tariff on $50 billion in U.S. imports from China – a punitive measure that would squarely hit the semiconductor manufacturing industry.SEMI continues to educate policymakers on the deep damage tariffs would exact on the long-term health of the semiconductor industry and the critical importance of balanced trade to the future of the semiconductor industry.For more information on trade or how to participate in SEMI’s public policy program, please contact Jay Chittooran, SEMI public policy manager, at [email protected].