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Pizza on the fly: Pagliacci plans to offer drone delivery

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A Seattle-based pizza chain is partnering with a drone company to deliver pizza in the air. Co-owner Pagliacci says it’s part of an effort to reduce the carbon footprint of the network.

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US focuses on revitalizing “chiplets” to stay at the forefront of technology

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For more than 50 years, computer chip designers have basically used one tactic to improve performance: they’ve downsized electronic components to put more power into each piece of silicon.

Then, more than a decade ago, engineers at chipmaker Advanced Micro Devices began experimenting with a radical idea. Instead of designing one big microprocessor with a huge number of tiny transistors, they decided to create one of the smaller chips that would be densely packed together to work as one electronic brain.

The concept, sometimes referred to as chiplets, became widespread when AMD, Apple, Amazon, Tesla, IBM, and Intel introduced such products. Chiplets quickly gained popularity because smaller chips are cheaper to manufacture and their stacks can outperform any single piece of silicon.

This strategy, based on advanced packaging technologies, has since become an important tool in driving progress in the field of semiconductors. And it represents one of the biggest shifts in recent years for an industry that is driving innovation in areas like artificial intelligence, self-driving cars and military hardware.

“The packaging is where the action will unfold,” said Subramanian Ayer, professor of electrical and computer engineering at UCLA, one of the pioneers of the chiplet concept. “This is because there really is no other way.”

The catch is that such packaging, as well as the production of chips itself, is overwhelmingly dominated by Asian companies. While the United States accounts for about 12 percent of the world’s semiconductor production, US companies make only 3 percent of chip packages, according to the IPC trade association.

This problem has now placed chiplets at the center of US industrial policy. The Chip Act, a $52 billion subsidy package passed last summer, was seen as President Biden’s move to revitalize domestic chip manufacturing by providing money to build more sophisticated plants called “factories.” But part of that was also to keep the United States’ cutting-edge packaging plants up and running to cover more of this important process.

“As chips get smaller, how you package them becomes more and more important, and we need it to be made in America,” Commerce Secretary Gina Raimondo said in a speech at Georgetown University in February. .

The Department of Commerce is currently accepting applications for manufacturing subsidies under the Chip Act, including for chip packaging plants. It also funds a research program on improved packaging.

Some chip packaging companies are quickly looking for funding. One of them is Integra Technologies in Wichita, Kansas, which has announced its $1.8 billion expansion plans but said it is contingent on getting federal subsidies. Amkor Technology, an Arizona-based packaging service that does most of its operations in Asia, also said it was in talks with customers and government officials about a manufacturing presence in the US.

Packing chips together is not a new concept, and chiplets are simply the latest iteration of this idea, using technological advances that help squeeze chips closer together — either side by side or on top of each other — along with faster electrical connections between them. .

“What is unique about chiplets is how they are electrically connected,” said Richard Otte, chief executive of Promex Industries, a chip packaging service in Santa Clara, Calif.

Chips can’t do anything without the ability to connect them to other components, which means they have to be placed in some kind of package that can carry electrical signals. This process begins after factories complete the initial phase of production, which can create hundreds of chips on a silicon wafer. Once this wafer is cut into pieces, the individual chips are usually attached to a key base layer called a substrate that can conduct electrical signals.

This combination is then covered with a protective plastic, forming a housing that can be inserted into the circuit board needed to connect to other system components.

Initially, these processes required a lot of manual labor, prompting Silicon Valley companies to relocate packaging to lower-wage Asian countries more than 50 years ago. Most chips are usually delivered to packaging services in countries such as Taiwan, Malaysia, South Korea and China.

Since then, advances in packaging have gained importance due to diminishing returns from Moore’s Law, a shorthand for chip miniaturization that has driven progress in Silicon Valley for decades. It is named after Gordon Moore, the co-founder of Intel, whose 1965 paper described how quickly companies doubled the number of transistors in a typical chip, which increased performance at a lower cost.

But these days, smaller transistors aren’t necessarily cheaper, in part because it can cost between $10 billion and $20 billion to build factories to make advanced chips. Large and complex chips are also expensive to design and tend to have more manufacturing defects, even as companies in fields such as generative AI require more transistors than the largest machines can currently accommodate. chip production.

“The natural response to that is to put more things in one package,” said Anirudh Devgan, chief executive of Cadence Design Systems, whose software is used to design both conventional chips and chiplet-style products.

Synopsys, a competitor, said it is tracking more than 140 customer projects based on the combination of multiple chips. By 2027, up to 80% of microprocessors will use chiplet-style designs, according to research firm Yole Group.

Companies today typically design all chiplets in a single package, along with their own proprietary connectivity technology. But industry groups are working on technical standards to make it easier for companies to assemble products from chips from different manufacturers.

The new technology is mainly used now for extreme performance. Intel recently unveiled a 47-chip Ponte Vecchio processor that will be used in a powerful supercomputer at Argonne National Laboratory near Chicago.

In January, AMD unveiled plans for the MI300, an unusual product that combines standard computing chiplets with computer graphics chipsets, as well as a large memory chipset. Designed to power another cutting-edge supercomputer at Lawrence Livermore National Laboratory, this processor has 146 billion transistors, compared to tens of billions in the most advanced conventional chips.

Sam Naffziger, senior vice president of AMD, said it was not a gamble for the company to bet on chiplets in its server PC business. The complexity of the packaging was a major hurdle, he said, which was eventually overcome with the help of an unknown partner.

But the chiplets paid off for AMD. The company has sold more than 12 million chips based on the idea since 2017, according to Mercury Research, and has become a major player in microprocessors that power the Internet.

Packaging services still need other suppliers of substrates that chiplets need to connect to PCBs and to each other. One company leading the chiplet boom is Taiwan Semiconductor Manufacturing Company, which already makes chips for AMD and hundreds of other companies and offers an advanced silicon-based substrate called an interposer.

Intel is developing a similar technology and also improving on less expensive conventional plastic substrates in an approach favored by some, like Silicon Valley startup Eliyan. Intel is also developing new packaging prototypes as part of the Pentagon program and is hoping to secure support from the Chip Act for a new packaging pilot plant.

But there are no major manufacturers of these substrates in the United States, which are mainly made in Asia and are derived from the technologies used in the manufacture of printed circuit boards. Many US companies have also left the business, further troubling industry groups that industry groups hope will spur federal funding to help board suppliers start making wafers.

In March, Mr. Biden issued a determination that the nation’s state-of-the-art case and circuit board manufacturing is essential to national security and announced $50 million under the Defense Production Act for US and Canadian companies in these areas.

Even with these subsidies, assembling all the elements needed to reduce US dependence on Asian companies “is a huge challenge,” said Andreas Olofsson, who led DoD research in this area before founding a packaging startup called Zero ASIC. “You don’t have suppliers. You don’t have a workforce. You don’t have equipment. You have to start from scratch.”

Ana Swanson made a report.

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landline: NPR

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Peter Amstein, a volunteer who is president of the Board of the Museum of Communications, says early telephone technology shaped his IT career.

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Peter Amstein, a volunteer who is president of the Board of the Museum of Communications, says early telephone technology shaped his IT career.

L Tremaine

As Peter Amstein weaves his way through a maze of equipment racks clad in wire and stuffed with whirring machines, he gives a hilarious warning.

“There are open electrical terminals here, maybe nothing will kill you,” he says. “But there are definitely some things that make you feel pretty uncomfortable, so be a little careful with what you touch.”

Amstein works in the Seattle tech industry, but in his spare time he is a lead volunteer, tour guide, and president of the board of the steering group. Links Museum.

It’s where self-proclaimed tech geeks like Amstein preserve and restore the machines that ran America’s first landline telephone network.

This is Willy Wonka’s factory of rattling gizmos, many of which were invented by weirdos and steam age craftsmen who managed to connect the whole world.

“This is the story of a high-tech start-up, only it is 120 years old,” says Amstein.


In an era before computers and plastic, America communicated through the technology of the steam age and network systems designed by master craftsmen.

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In an era before computers and plastic, America communicated through the technology of the steam age and network systems designed by master craftsmen.

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These days, Americans often communicate with other people through cars and computers, from text messages to dating apps and Zoom.

It’s easy to forget how we got here, how the telephone system shaped our first social network, and how its design still influences the way we speak today.

“So many things I’ve built my whole [tech] the career came from the telephone system, from the early developments,” says Amstein.

Voice over wire, the network that connects the world


A visitor at the Museum of Connections operates the switching system that first connected American telephone users.

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A visitor at the Museum of Connections operates the switching system that first connected American telephone users.

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Beginning in the 1870s, a group of inventors, including Alexander Graham Bell, figured out how to convert human voices into electrical signals and transmit them over wires.

Turns out that was the easy part. Once you understand how to help people communicate over long distances, you have to come up with a network that can connect the world of talkers.

The first step was human operators, usually women, who served as a kind of first software running the system.

“Should I gender stereotype you and ask you to be a telephone operator?” says Amstein, inviting the visitor to sit by the museum’s antique switchboard.

When she’s ready, he’ll teach her how to connect the cable one at a time. “Number please?” she asks, plugging in the cable and making the phone ring rapidly.


Public pay phones operated on a music call system that allowed operators to tell you if you had paid enough money to make a call.

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Public pay phones operated on a music call system that allowed operators to tell you if you had paid enough money to make a call.

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At first, the technology that allowed women to run the network was improvised from things the inventors found everywhere, often as simple as musical chimes or bells.

For example, in the first generation of payphones, female operators listened to musical notes produced by coins of various sizes as they were dropped into the slot.

“She could hear it,” Amstein says. “Microphone was here [in the phone box]and she could hear the bells ringing.”

Smart, but very slow. Not practical if you want to connect thousands and then hundreds of thousands of people.

Craftsmen find ways to automate a growing system

The inventors then began to come up with steam age machines that could also listen and make connections much faster.

Amstein demonstrates one of the earliest and most reliable devices known as the Strowger switch, invented in the late 1800s by an undertaker in Kansas City, Missouri. speaks.

The device comes to life, sounding like a drummer beating the beat on a cymbal. When Amstein dials a number on the rotary phone, the Strowger switch registers short bursts of sound, counts them, and establishes connections with amazing accuracy.


This restored version of the Strowger switch from the Connection Museum collection was made by the Western Electric Company. The device relied on pulses from rotary telephones to figure out which connections to make.

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This restored version of the Strowger switch from the Connection Museum collection was made by the Western Electric Company. The device relied on pulses from rotary telephones to figure out which connections to make.

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Circuit breaker designs became faster and more reliable, binding America for more than a century. Then, in the late 1990s, computers came along, and machines like that were thrown out almost overnight.

“It’s a beautiful car”

Amstein demonstrates one of the prizes of the museum collection – a panel switch system that fills entire corridors of equipment racks.

“This is the last switch of its kind, the only working panel switch on the planet,” he says.

Imagine giant looms with cables connecting telephone lines up and down.

They found this machine mothballed and abandoned in a telephone company warehouse. One of the volunteers, Sarah Autumn, spent months putting it back together.


Sarah Autumn, a Museum of Communications volunteer, helped restore the complex panel telephone system, the last of its kind in operation in the world. The work took her over a year.

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Sarah Autumn, a Museum of Communications volunteer, helped restore the complex panel telephone system, the last of its kind in operation in the world. The work took her over a year.

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“It wasn’t easy,” she says. “It took me about a year just to dig into it before I could even begin to understand it really deeply.”

Like Amstein, Autumn works in the technology industry in Seattle.

When asked why she spent hundreds of hours of her free time to bring this device back to life, she speaks of it not as a broken device, but as a work of art.

“I fell in love with it because it’s a beautiful car,” says Autumn. “The people who worked on these systems were highly skilled and well versed in this complex web of interconnections.”

People who work here say that many of these machines are woven with neat engineering, important ideas that have been almost lost.

The technology seems ancient. But in the rumble and rumble of these old machines, you can see part of how America got to where we are now – the age of smartphones, TikTok and AI.


Rotary telephones, invented by an undertaker in Kansas City, Missouri in the late 1800s, have been standard technology in the US for over a century.

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Rotary telephones, invented by an undertaker in Kansas City, Missouri in the late 1800s, have been standard technology in the US for over a century.

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Google enters the battle of AI coding assistants with Codey and Studio Bot

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Increase / Android Studio will get a dedicated helper chatbot called the Studio Bot.

During today’s I/O presentation, Google announced Studio Bot, an artificial intelligence assistant that Android developers can use to write and debug code.

Studio Bot, built on top of Codey and PaLM 2’s revised big language model, is currently only available to US developers and is, according to Google, in its “very early stages of development.” It’s part of Android Studio, Google’s official Integrated Development Environment (IDE) for Android developers.

This is different from another Codey-based project that aims to compete directly with GitHub’s Copilot in completing and generating inline code.

While Copilot focuses on parsing user code directly and making inline suggestions, Studio Bot behaves similarly to Bard or ChatGPT in that it’s a “conversational experience” that interacts with you as a kind of advisor. In the promotional video announcing the Studio Bot, the developer asks him “what is a dark theme” (as if any self-respecting developer doesn’t know this) and then makes subsequent requests to get the code snippets to implement the dark theme in the developer’s interface. application.

You don’t have to give Studio Bot your code to ask questions. In fact, Google’s positioning suggests that, at least for now, it’s better suited to answering general API questions and such than to dig in and help you build things directly.

Google warns in its call to developers documentation that “Studio Bot is still an early experiment and can sometimes provide inaccurate, misleading, or false information while presenting it confidently. Studio Bot may provide you with working code that does not produce the expected result, or may provide you with code that is not optimal or incomplete.”

A short video that Google made to demonstrate the AI ​​bot in Android Studio.

This wasn’t the only I/O announcement that was relevant to developers. As briefly noted above, Google has also announced plans to launch a Codey-based code generation tool that is more like Copilot. Similar Codey-based tools work with JavaScript, Java, Python, SQL, and Go. This is part of a larger AI initiative across virtually every Google Cloud and other Google development tools and services over time.

Google has also launched ML Hub, a repository of tutorials for developers who want to train and use machine learning models in their work. And a new experimental artificial intelligence feature in the Play Store will allow developers to create copies for app listings, analyze and summarize user feedback on apps, and more.

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