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As anyone who has visited Acapulco knows, it is picturesque, with the serene mountain scape overlooking the half-moon bay.

Pictures, as we also know, can be deceiving.

For the better part of the decade, the once-classic vacation spot has been overrun with drug gangs, and the former wave of tourists has diminished to a trickle. And that was before Hurricane Otis hit last month.

As 2023 draws near its end, we are reminded of how much uncertainty lies ahead. Whether man-made, like the regional conflicts in Europe, the Middle East, Africa and the Pacific Rim; or natural disasters, such as those experienced in Mexico, Turkey and the US, we seem awash in challenges and obstacles.

And then there are the completely self-inflicted wounds.

Read more: Why is China Provoking Foxconn?

What role will artificial intelligence truly play in electronics design, and what will the impact be on hardware engineers?

Zuken took a step toward answering that question with its announcement at PCB West of a new AI-based tool for printed circuit place-and-route. Yet the first public mention of AIPR for CR-8000 – the actual rollout will come in the first quarter next year – poses not only a dramatic vision for a highly automated future of design but a host of new questions as well.

The new tool itself is an extension of Design Force, Zuken's layout, routing and verification tool within the CR-8000 platform. Its AI, explained Kyle Miller, Ph.D., who architected the engine, involves all three basic types of machine learning: supervised, unsupervised and reinforcement. AIPR stands for Autonomous Intelligent Place and Route, and like previously announced AI-based CAD tools, it starts with routing. The "Basic Brain" performs so-called smart routing by means of exposure to Zuken's database of PCB designs built in CR-8000. Over time, it mimics human routing, with channels organized in logical ways. Smart placement is next, at an undisclosed time.

According to Bob Potock, vice president of sales and marketing, Zuken will add IPC-2581 capability as part of the next-generation Dynamic Brain, allowing designs from other ECAD systems to be incorporated and learned.

Read more: New AI Tools Offer Look, and Questions, for Future

The ink was barely dry on the lawsuit filed by Lordstown Motors against would-be savior Foxconn when the next round of news hit: the world's largest ODM/EMS company is pulling out of Wisconsin.

If we go back to 2019, we will recall Lordstown opening the doors of its plant, formerly owned by GM and seen as critical to its hometown's economic future, to Foxconn, which came bearing (the promise of) much-needed cash. In return, the ODM was to obtain access to Lordstown's electric vehicle technology, which Foxconn sought as it reportedly focuses on building electronics and other products for what is seen as the future platform for individual and fleet transportation.

That dream ended in a crash, unfortunately but unsurprisingly. The investment never really materialized, Lordstown went bankrupt, and the winners will be the lawyers.

Read more: Add Wisconsin to the List of Failed Foxconn Bettors

In a blast from the past, Marc Carter, one of the leading proponents of integrating electronics design and manufacturing technical skills into the educational system, shared a review of the Nepcon West trade show written by the LA Times … in 1986. The flashback is priceless.

Most readers won’t remember Nepcon, but it was the giant of that and any era when it came to electronics manufacturing. It would draw 30,000 to 40,000 engineers and other industry professionals to Anaheim, CA, each February to peruse the 1,000 or so exhibitors from all over the world. It was truly staggering.

The review Carter shared dwelled on surface mount equipment, which was just getting going in the US at the time. (Phil Marcoux, one of PCEA’s advisors, is credited with installing the first such line in the US while running an EMS called AWI in the early 1980s. One of the first SMT boards I’ve seen – or even know of – was used in the early Saturn rockets now on display at the US Space and Rocket Center in Huntsville, AL, and is featured on this month’s cover photo.) Most assembly process equipment then, however, was either through-hole or, if SMT, it was semiautomatic, a far cry from the robot- and software-intensive Industry 4.0-run factories in some regions today.

Read more: The ’80s Revival

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