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Beyond Black Boxes: Meet AI that Justifies Its Choices

Unlock the secrets of AI innovation with our esteemed guest, Jem Davies, non-executive director at Literal Labs. Jem shares his transition from Arm to Literal Labs, revealing how the revolutionary Tsetlin machine sets new benchmarks in efficiency, power usage, and processing speed.

Jem is a highly experienced business leader and technologist, having previously served 18 years at Arm. He is an engineer and was an Arm Fellow, holding multiple patents on CPU and GPU design. Jem’s career moved into business management and he became a general manager first in Arm’s Media Processing Groups, then the founding general manager of their Machine Learning group. In addition to setting future technology roadmaps, he also worked on several acquisitions leading to building new businesses inside Arm, including the Mali GPU (the world’s #1 shipping GPU) and Arm’s AI processors. Jem left Arm in 2021 and is currently chair of NAG and a non-executive director of Literal Labs, BOW, CamAI, and Cambridge Future Tech.

Explore the crucial role of explainable AI and why it matters more than ever in today’s regulated industries like healthcare and finance. Jem discusses Literal Labs’ Tsetlin Machine, which offers an intuitive audit trail of AI decision-making through propositional logic. This approach is breaking new ground by enhancing model efficiency without compromising on performance. We also tackle the challenge of unbiased training data and how tailored levels of explainability can make AI accessible to everyone, from everyday users to industry experts.

As we gaze into the future of AI, we tackle the pressing issues of bias, energy consumption, and the potential impact of quantum computing. Jem provides insight into how Literal Labs is pioneering tools to promote ethical AI development, mitigate biases, and democratize AI innovation. From practical applications like water leak monitoring to the potential for AI to evolve into a tool of unimaginable uses, we reflect on how the intersection of explainability, energy efficiency, and bias shapes a responsible AI future. Join us for an episode that promises to broaden your understanding of AI’s profound societal impact.

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Semiconductor Manufacturing and GlobalFoundries: How Essential Chips Drive Tech Innovations beyond 2024

Unlock the secrets behind GlobalFoundries’ ascent to semiconductor supremacy and find out how a colossal $1.5 billion boost from the U.S. CHIPS Act is setting the stage for technological innovation. Our guests, John Carulli, Ken Butler, and Shinji Hioki, join us from the frontlines of chip manufacturing to share their expertise on what it takes to be a pure-play foundry in today’s competitive market. 

In this vibrant episode we track the transformation of silicon wafer dreams into the tangible powerhouse chips that energize our daily devices, dissecting the interplay of design, production, and the crucial customer relationships that drive the industry forward.

Feel the pulse of the semiconductor world as we tackle the elephant in the room: the pressures of Moore’s law and the herculean task of safeguarding tech’s most sensitive data. This episode is a call to arms for more transparent collaborations between foundries, assembly, and test operations, with an eye on the future where open data flow might just be the magic ingredient for enhanced yield management and efficiency.

As we wrap up our journey, we turn our attention to the fertile minds of tomorrow’s tech leaders. We discuss how acts like the CHIPS Act and mainstream conversations about semiconductors are sparking interest among the youth, encouraging them to pursue careers in this electrifying field. Our conversation weaves through the importance of engaging storytelling in tech education, making semiconductor testing and assembly as thrilling as time travel adventures for the next generation. 

John Carulli holds seven U.S. patents. He has over 50 publications in the areas of reliability, test, and process development. He  serves on the organizing or program committees of several conferences, including the International Test Conference, VLSI Test Symposium, and European Test Symposium. 

Ken Butler is a Senior Director of Business Development in the Advantest Cloud Solutions (ACS) data analytics platform group at Advantest.  

Shinji Hioki joined Advantest ACS in 2022, focusing on developing the ACS business in Japan. 

https://advantesttalkssemi.buzzsprout.com/1607350/14990678-semiconductor-manufacturing-and-globalfoundries-how-essential-chips-drive-tech-innovations-beyond-2024

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2024-2025 Semiconductor Industry Outlook with TechInsights (Podcast Season 2, Episode 12)

Prepare to be illuminated by the insights of Risto Puhakka from TechInsights as he joins us to map out the semiconductor industry’s explosive growth, driven by the thunderous influence of AI. 

During our adventure through CES 2024, we bear witness to AI’s pervasive touch, from robotics and healthcare to the sizzling innovations in micro LED technology. Risto’s expert analysis doesn’t just skim the surface; it plunges into the economic, political, and competitive undercurrents that are redefining the semiconductor landscape.

Venture further into the conversation as we unravel AI’s sprawling web, extending its reach from agriculture to retail, and sculpting the semiconductor market’s future. We dissect the burgeoning world of spatial computing, and the surging demand for data streams, processor aptitude, and memory. 

Gaze into the crystal ball with us as we reflect on 2023’s rollercoaster ride – spotlighting industry bottlenecks and breakthroughs – and cast our predictions for 2024’s market climate. 

It’s not just a tech talk; it’s a strategic analysis of the global shifts, the CHIPS Act’s ripples, and how different nations are vying for supremacy in the AI arena. With Risto’s guidance, we’re decoding the blueprint of tomorrow’s semiconductor industry, where AI reigns supreme.

You can find this episode and more at this link: https://advantesttalkssemi.buzzsprout.com/1607350/14428141-2024-2025-semiconductor-industry-outlook-with-techinsights

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Q&A Interview with Leslie Tugman, SEMI

By GO SEMI & Beyond staff

As most of us in the electronics manufacturing supply chain are aware, the industry is facing a talent crisis and needs to fill the tech workforce pipeline with employees qualified to perform a plethora of available jobs. In this issue, we talk with Leslie Tugman, SEMI’s Vice President of Global Workforce Development and Diversity, about what SEMI and its member companies, which include Advantest, are doing to address this challenge.

Q. How are SEMI and its High Tech University (HTU) program driving industry workforce development efforts?

A. SEMI has made workforce development and talent advocacy a top priority and dedicated significant resources and expertise to tackle the talent shortage. We offer an extensive suite of programs and initiatives addressing the problem. All are available under our umbrella program called SEMI Works™, a holistic approach to workforce development that includes SEMI High Tech U, our University Connections and SEMI Mentoring programs, and SEMI Certs. These initiatives are anchored by an industry-wide competency model we are developing that will standardize and prioritize industry-acknowledged skills and support training programs linked to the skill sets the industry needs most. 

Right now, the electronics manufacturing supply chain has thousands of jobs that it can’t fill. All of these jobs require skills across science, technology, engineering and/or math (STEM). This need intensifies as technology advances, and many K-12 public school systems around the world aren’t producing enough students with an interest or aptitude for high-tech jobs. The purpose of SEMI HTU is to inspire high-school students to pursue careers in our industry by showing them how these STEM skills are relevant and can be applied in the real world.

We take students out of their traditional classrooms and bring them to an industry site for a three-day intensive course. The company facility becomes their classroom, led by an instructor who works at that site and can tell students how they’ll use what they’re learning. The program combines lectures with hands-on learning and STEM exercises as well as lessons in communication, critical thinking, teamwork, and other career/life skills. The instructors serve as role models and provide a positive industry image.

Q. How do members participate in supporting SEMI’s workforce development programs?

A. There are a number of ways that members can participate in and support SEMI HTU. Members can sponsor HTU through financial and/or in-kind contributions. They can also participate by volunteering to teach a module at an HTU program. Participating in HTU is a great way for companies to support their corporate social responsibility (CSR) programs. SEMI can deliver the program for members, or we can train member companies to be certified partners to deliver the program independently. SEMI is currently delivering two HTU sessions per month around the world.  

Q. How have HTU’s workforce development efforts evolved over the past five years? 

A. The constriction in the semiconductor industry’s talent pipeline didn’t happen overnight; it’s been worsening for some time. In the last several years, a number of factors – including a greater shortage of talent, the shortage of STEM-educated students, biases related to gender and diversity, and the aging workforce – have converged to narrow the pipeline even more. At the same time, the number of job vacancies has skyrocketed. SEMI has become a leader in addressing workforce development in a broad, comprehensive manner. High Tech U, our mentor program and our diversity/inclusion initiatives focus on employee recruitment and retention.

We also have a University Connections Program that puts companies such as Advantest in contact with recent or imminent graduates so that they can help them understand why the company would be a great place to work. In the past five years, we have really embraced university students and young professionals as part of the audience we want to reach. SEMICON West will again feature a Workforce Development Pavilion that connects members with emerging talent through our HTU mentoring and University Connections programs. This is a significant area of focus at SEMICON West 2019. In addition, this year, we will conduct a High Tech U – which Advantest is co-sponsoring – in a classroom adjacent to the Workforce Development Pavilion.

It’s important to note that SEMI offers global workforce development initiatives. The need to fill thousands of industry jobs is global, although causes differ by region. For example, the aging workforce is a critical factor in Japan, lagging STEM skills are a key issue in the U.S., while shoring up the industry’s image in terms of diversity and inclusion is an issue worldwide. We tie this all together with a Workforce Development Council in each region that provides guidance and validation of our initiatives.

Q. Clearly, providing inclusive work environments will be vital to attracting new workers. How are you helping members rethink their corporate culture in this regard?

A. This is a critical component in terms of attracting future tech workers. Our CEO, Ajit Manocha, is passionate about diversity and inclusion. These kinds of efforts can fail when they don’t have executive support, and he is making this a top priority.

Mentoring is an important element in recruiting and retaining women in the workforce. Our new Spotlight on SEMI Women program honors women who are working at SEMI member companies and making a difference at every level. At SEMICON West, we will be celebrating our spotlight women at the welcome reception.

We also hold diversity forums on various topics – including unconscious bias and the importance of collecting data – to aid member companies in effecting internal change. Members like Advantest have been instrumental in supporting these efforts. In addition to its HTU sponsorship and partnering in workforce development, Advantest is active on both our Workforce Development Council and our Diversity and Inclusion Council.

Q. How can readers get involved?

A. There are a variety of ways to involve your company in SEMI educational activities. Here are a few specifics to pique your interest:

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