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From Microsoft To Nvidia To Boston Dynamics — Here’s How AI Is Being Deployed On The Shop Floor

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From Microsoft To Nvidia To Boston Dynamics — Here’s How AI Is Being Deployed On The Shop Floor


If you own or manage a manufacturing, distribution or warehousing facility it’s time to get serious about artificial intelligence. That’s because the technology is starting to mature into something that is actually generating ROI. Software and hardware vendors are rolling out AI technologies both independently and as part of their existing products and leveraging these technologies is critical for increasing productivity, reducing overhead and increasing profits.

Here are four areas to consider.

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Robotics

Manufacturing and distribution businesses of all sizes are investing heavily in AI-powered robotic technologies for the shop floor. Walmart is rolling out autonomous forklifts driven by AI software. Amazon is deploying hundreds of human-shaped warehouse robots to lift and move packages as well as independent drones to monitor traffic, safety and workflow. A German company called Robco is lending out robots that perform lathe turning laser engraving and palletizing (the robots can then be reconditioned and used for other customers as needed). Other robots are being used in food processing and baking operations to independently mix ingredients and then load finished products into cartons and cases.

Some think that humanoid robots are for the movies. But that’s not the case. They’re appearing more frequently on the shop floor – alongside and in lieu of workers.

For example, 1X creates an abundant supply of labor via safe, intelligent humanoids for the manufacturing floor. Agility Robotics is pumping out tens of thousands of humanoid warehousing robots. Boston Dynamics now makes an electric powered version of its humanoid robot Atlas. Apptronik’s Apollo is a general purpose humanoid robot designed to work in the plant and the office.

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Unbox Robotics offers a bunch of AI “swarm robotics” to “accelerate the parcel sortation and order fulfillment to facilitate efficient express logistics operations delivering seamless end customer experience.” United Robots produces AI-powered robotic cleaners, disinfectors and carriers that do everything from removing microbiological contaminants to safeguarding workers to tugging heavy loads or carts. Other humanoid robots designed to perform all sorts of industrial tasks – and winning awards and – are now available (or coming soon) from companies like Figure AI and Sanctuary AI.

The robots on the manufacturing floor are controlled through the cloud using platforms provided by Nvidia (the chipmaker refers to the new platform as “a general-purpose foundation model for humanoid robots.”) and the aforementioned Agility Robotics, which the company says can “command a robot army, say, to start moving bins to a conveyor belt at a particular time.” Not sure I like the sound of that, but OK.

Internet of Things

Industry Week’s VG Govindarajan and Venkat Venkatraman write that smart companies like Rolls Royce are using “fusion technology” being powered by AI is turning yesterday’s equipment into thinking, intelligent machines.

“Tractors have become “farm-based computers” linked to precision agriculture cloud systems,” they write. “Rolls-Royce offers “Power by the Hour” agreements for its aircraft engines. This approach ensures that Rolls-Royce is responsible for the maintenance and performance of its engines, with costs linked to the hours that the engines are in operation.”

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Firms with complex processing applications – particularly larger power generation, oil and gas, chemical and food and beverage manufacturing companies – are now implementing AI platforms like UptimeAI which uses sensors to monitor, analyze, evaluate and alert when there are disruptions, malfunctions or other problems that can create anomalies, loss of efficiency and safety issues.

Other software firm and hardware manufacturers are partnering to create Internet of Things (IoT) sensors that are using AI technology and models. The sensors are then installed on manufacturing equipment for the purposes of “making hardware smart” using audio, video, vision, temperature and pressure sensing.

3-D Manufacturing

A variety of companies – like Fathom Digital Manufacturing , Protolabs and Stratasys – are using AI to create 3D printing solutions to “dramatically accelerate the product development cycle” that allow manufacturers to design, create, test and evaluate prototypes in “a matter of days, rather than weeks or months.”

Consolidating Data Into Large Language Models

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For AI to work, large databases must be built from disparate information.

One company called EthonAI has launched a new software platform that they say “is designed to provide managers and engineers with a “sixth sense” to follow what’s happening within their factories more closely.” The platform brings together data from multiple sources and then uses AI to make recommendations for management.

“With AI tools, it can be easier for companies to identify patterns that produce poor quality products and implement changes quickly,” writes Rae Hartley Beck. “When a greater percentage of final products pass quality control, less waste is produced and more value is created for companies.”

Another company bringing data under one roof – Sight Machine – recently announced a partnership with Siemens AG to create a manufacturing data platform for collecting, contextualizing, and analyzing all types of manufacturing data to improve production. Sight Machine’s software “analyzes the entire history of production runs to determine the best settings for the current conditions.”

Microsoft announced a number of initiatives to bring data under one roof using “Copilot templates” so that their customers can “create their own copilots.” The idea is for employees to use natural language queries to retrieve data – like asking the large language model why a machine is breaking and getting insights to help resolve the issues faster.

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Manufacturers in the auto industry are reportedly investing in internal AI applications to help improve production scheduling, minimize line stoppage, testing chemical mixtures, aligning data from different sources to better communicate with suppliers and customers and sourcing materials based on real time availability around the world to reduce supply chain bottlenecks.

In the back office, cloud computing platform ServiceNow has released financial, customer service and operations software designed specifically for manufacturers that uses AI to do things like automatically recommend replacement parts for customer maintenance, automatically manage customer exceptions, communicate independently with suppliers and autonomously log a problem and deploy a field technician with the necessary knowledge, skills, and equipment to manage the task. Other manufacturing software makers like Epicor, SAP and Sage are rolling out similar AI based functions.

OpenAI’s ChatGPT was released in November, 2022. It created a flurry of activity, jumpstarted a tidal wave of investments, launched countless startups and forced every software and hardware company to double down on their AI offerings. Less than two years later, manufacturers are now starting to see the results of these efforts. And we’re just getting started.



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Boston, MA

East Boston highway sees 1 southbound lane reopen on Tuesday, 1 day after bus crash

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East Boston highway sees 1 southbound lane reopen on Tuesday, 1 day after bus crash


One lane has reopened on Route 1A South in East Boston on Tuesday, over a day after a bus crash took down two transformers and three light poles, Boston police said in a post on X.

While one lane reopened on the highway, also known as the McClellan Highway, work is still being done and travelers should expect delays, Boston police spokesperson Sgt. John Boyle told MassLive.

The southbound side of the highway was closed after a crash around 5:39 a.m., according to Boston police.

The closure caused heavy traffic delays in and around Boston Logan International Airport and reopened to allow for traffic to leave Boston on Monday afternoon.

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Several people were aboard the bus when it crashed and caused two transformers and at least three light poles to come down by 175 William F. McClellan Hwy, police said. Two people were hospitalized with non-life-threatening injuries.

MassLive reporter Charlie McKenna contributed to the reporting of this story.



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It’s time for Boston to demolish the stigma of public housing – The Boston Globe

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It’s time for Boston to demolish the stigma of public housing – The Boston Globe


In Vienna, well-maintained public housing complexes are distributed across the city’s neighborhoods and come with amenities like gyms, schools, and even shopping centers. Far from being places to avoid, these complexes housed more than 60 percent of the city’s 1.8 million residents in 2022.

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An example of Vienna’s abundant “social housing,” which is owned by the city or collectives of residents.Bwag

The Viennese call such housing “social,” to reflect its broad usage — nearly 75 percent of the city’s residents qualify for it. This means that a supermarket cashier and a software developer can be neighbors, with each paying less than 30 percent of their income in rent. In Boston, only households making 80 percent or less of the city’s median income are eligible for Boston’s scant 17 percent of subsidized housing.

Vienna-style housing in America: Dream or delusion?

When I returned home and breathlessly told my friends and colleagues about Vienna’s successful approach to public housing, I saw apprehension in their faces and got tepid responses. They seemed concerned, the way you might be for someone who’d clearly gone down a rabbit hole of delusion. On a couple of occasions, people expressed their skepticism. “Yeah, that all sounds really nice,” they’d begin. “But dude, that’s never gonna happen in America. Come on.”

Recent history is on their side. Greater Boston rent prices shot even higher into the stratosphere during the second year of the pandemic. The idea of bringing Vienna-style social housing here just seemed increasingly fanciful. But around that time, I noticed something that gave me hope. More journalists than ever were going to Vienna to write about its excellent public housing system, and US policy makers were taking note, too.

These Vienna stories heralded optimism. “Lessons From a Renters’ Utopia,” a headline in The New York Times offered. “How Vienna became the world’s most livable city,” the Guardian gushed. And as an explainer for Shelterforce, a nonprofit publication dedicated to reporting on affordable housing, Hawaii state Senator Stanley Chang and San Francisco assembly member Alex Lee published “How We Can Bring Vienna’s Housing Model to the US.”

Now, after years of affordable housing scarcity and a pessimistic outlook on what solutions are possible, it seems that more lawmakers are willing to think big about housing policy.

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In September, Mayor Michelle Wu announced that the city would commit $100 million to a Housing Accelerator Fund, a reserve for kickstarting new housing projects that have run into financing obstacles. The housing accelerator will make it possible for the city to start acting like a real estate investor and directly subsidize public and private housing developments with infusions of cash.

The fund also presents an opportunity for Boston to finance modern, mixed-income public housing like the kind I saw in Vienna. One outspoken supporter of the idea is Boston City Councilor at Large Henry Santana, who spent his childhood in the Boston Housing Authority’s Alice Taylor Apartments in Mission Hill.

“Public housing gave my family a foundation with which to thrive,” Santana said on Oct. 17 at a working group session at Boston City Hall where councilors discussed mixed-income social housing. “I’m passionate about this kind of housing because it can help break down racial and social divides which have shaped our neighborhoods,” Santana added.

Henry Santana of the Boston City Council at the Alice H. Taylor Apartments, where he grew up. Pat Greenhouse/Globe Staff

But as I took my seat on the sidelines of the meeting room beneath a portrait of James Michael Curley — whose last mayoral term coincided with the start of the “urban renewal” era that saw millions of public housing units razed in Boston — the guests I was most interested in hearing from were officials from Maryland’s Montgomery County. Thanks to them, we no longer have to talk about mixed-income social housing solely as a Viennese import.

Maryland is leading the way on social housing

In Montgomery County, modern, dignified social housing for a wide spectrum of incomes is becoming part of a new normal.

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With its own fund, the Housing Opportunities Commission of Montgomery County (HOC) hired developers to build The Laureate, a 268-unit complex in Rockville with public transit access, a pool, and a gym. A quarter of the apartments are set aside for households making less than 50 percent of the area’s median income — about $76,450 or less for a family of four.

The building is fully owned by the city, setting it apart from most affordable housing projects, in which a fixed number of below-market apartments are baked into a building plan with the help of low-income housing tax credits. In Montgomery County, it’s as if policymakers asked, “What if we got into the business of housing development ourselves?”

The HOC works because it is a revolving fund, meaning the HOC lends developers housing accelerator money to fund the construction of a building, with substantially lower interest rates than they would get from private lenders. Once the building’s units have been leased to tenants, the HOC refinances the project, takes a majority stake in the project to establish municipal ownership, and pays itself back for the initial loan. With the housing funds replenished and the HOC having collected interest from the developers, the HOC is better able to fund more mixed-income public housing. Montgomery County Council member Andrew Friedson says, “The Montgomery County housing fund started with $50 million and now it’s $100 million. This is one of the most cost-effective ways to create housing.”

With that formula for financing mixed-income social housing, more cities and states are warming to the idea. City officials in Atlanta and state officials in Rhode Island have announced plans to form their own public development bodies, and Boston’s housing accelerator fund is a step in the same direction.

On Nov. 19, Mayor Wu announced that the first local project to receive housing accelerator financing will be Bunker Hill Housing, the Boston Housing Authority housing complex in Charlestown. A public-private partnership between the BHA and Bunker Hill Redevelopment Company, the project will result in 15 new residential buildings with a total of 2,699 apartments. More than 1,000 of these apartments — about the same number that made up the original complex at Bunker Hill — will remain deeply affordable, meaning their occupants will spend no more than 30 percent of their income on housing regardless of their income. But apartments in the old complex were exclusively available to low-income renters, while the new buildings will have a mix of rents, including for market-rate units.

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A view of the Bunker Hill housing project in Charlestown in 2022.Jim Davis/Globe Staff

Santana thinks this approach will yield dividends for the community. “In the United States, public housing has been traditionally viewed as this last resort for low-income families,” Santana says. “The stigma of public housing is tied to disinvestment and neglect. When you drive across the city and you pass a public housing structure, you know it’s public housing.”

Does Santana see a substantive difference between the terms “public housing” and “social housing”? “I think that ‘social housing’ reflects the philosophy that housing really should be a collective responsibility,” Santana says. “The term helps us reposition housing as a public good, rather than a commodity.”

Although that may be a tough sales pitch, Santana believes people are becoming more open to bolder interventions. “What I’m hearing constituents asking for, in all Boston neighborhoods, are options that provide stability; not just temporary fixes,” Santana says.

Today, when you arrive at 55 Bunker Hill Street — where the old BHA complex still exists, waiting to be knocked down, reimagined, and rebuilt — you’ll see a bunch of two- and three-story brick buildings that have clearly seen better days. They are weathered, their design dated and dour. The demarcation is clear: This is public housing, and that — the freshly painted buildings across the street — is private housing. But now, with the housing accelerator fund catalyzing an overdue renovation and expansion of the BHA property, that line is about to blur.

If Boston’s housing accelerator makes more projects like the Bunker Hill redevelopment possible, we might have a tougher time spotting the difference.

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Miles Howard is a freelance writer in Boston and the founder of the Walking City Trail. He publishes the weekly hiking newsletter Mind the Moss.





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Mayor Wu plans to return to City Hall Tuesday for cabinet meeting, with baby Mira in tow – The Boston Globe

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Mayor Wu plans to return to City Hall Tuesday for cabinet meeting, with baby Mira in tow – The Boston Globe


“I’ve had the support system to be able to keep plugging in and plugging away at the city’s issues,” Wu said on GBH. “My daily check ins with staff now happen over Zoom, and the doctor said to try to stay off my feet for about two weeks, so I’m right at that point as well.”

Wu gave birth to her daughter on Jan. 14, exactly two weeks ago Monday, and is taking the baby to her two week check-up later today, she said.

Mira will join her at City Hall on Tuesday “because I can’t be away from her for too long, with the nursing at this point,” Wu added.

In the interview, Wu also answered questions about her revived property tax home rule petition, as well as her mayoral challenger Josh Kraft. But she particularly doubled down on her commitment to upholding Boston’s law that bans local law enforcement from cooperating with requests from federal immigration authorities to detain people suspected of being undocumented immigrants, unless they are also wanted for a serious crime.

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“We don’t enforce federal immigration law — our police department takes care of criminal activity, and they focus on local issues, and whenever someone breaks the law, we hold them accountable here, regardless of their immigration status, which we do not ask about and interact with,” Wu said.

Wu’s comments drew a harsh rebuke from President Trump’s border czar Tom Homan last year, and last week, ICE Boston made some highly publicized arrests of people they said were in the country illegally.

A FOX News team embedded with ICE officials to document the operation, which Wu pointed to as evidence of authorities trying to “sensationalize and stoke greater fear about it.”

On GBH Monday, Wu also responded to the president’s threat of prosecuting local officials who “interfere” with his administration’s efforts to deport undocumented residents.

“There’s been a lot of bluster so far and a lot of [intentionally] trying to create drama and fear and sort of perception of fulfilling pretty draconian campaign promises,” Wu said.

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“The federal government will continue to do what they do on the federal side,” she continued. “We will continue to do what we do on the city side, which is keeping everyone safe here, and we don’t have the authority to, let’s say, stop or overrule what they’re doing in their domain, but neither do they in our domain, either.”

She said her administration has instructed school leaders to not allow any unauthorized adults in school buildings, including federal immigration authorities.

“Those spaces will continue to be spaces where we don’t ask about immigration status, and everyone is guaranteed to have access to a quality education,” she said. “We are going to be there to provide services for our residents, no matter what part of the city and no matter what background.”

“It doesn’t help anyone from a public safety impact when law-abiding residents and members of our community are forced into the shadows because of fear,” she added.

However, when asked whether she would go as far as former Mayor Martin J. Walsh, and offer City Hall as a refuge to undocumented residents, Wu stopped short.

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“I’m not one for performative actions that could theoretically put our residents at even greater risk,” said Wu. “We are going to do everything that we can to make sure we are implementing and providing the supports that are needed for our residents, but that has not been something that has come up as a helpful step.”


Niki Griswold can be reached at niki.griswold@globe.com. Follow her @nikigriswold.





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