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Robotics and AI in Construction

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Artificial intelligence and advanced mechanics are at the bleeding edge of changing the development business, introducing inventive answers for well established difficulties. In this article, we investigate Dusty Advanced mechanics, from the convincing story of its beginning to its visionary mission of reshaping and improving the development scene.

In our discussion with Tessa Lau, Dusty Advanced mechanics President and Organizer, we dive into the remarkable elements that set Dusty separated and look at how their lead item, the FieldPrinter, is changing development rehearses. At last, we’ll find out about a portion of Dusty’s new contextual investigations, gain a comprehension of Dusty’s plan of action, and get a brief look at their intriguing future turns of events.

1-How did the thought for Dusty occur?

The thought for Dusty can be followed back to my own experience renovating my home. As the undertaking unfurled, I was flabbergasted by the development cycle yet struck by specific failures in the conventional development strategies. Every day, the group would accumulate with handheld power instruments and their canine eared plans on paper, carefully attempting to rejuvenate the vision. Coming from a mechanical technology foundation, I live in a future where everything is robotized and manual work is done principally by robots. The home rebuild process woke me up to the failure and dependence on difficult work in the development business. I became persuaded that rising computerization couldn’t upgrade the speed and productivity of development projects yet additionally emphatically work on their general quality. Driven by this acknowledgment, I set out determined to reshape the development business through advancement and innovation. Furthermore, hence, Dusty Mechanical technology was conceived.

2-For what reason is the name Dusty?

My prime supporter and I concocted the name “Dusty” on the grounds that we needed a paramount name that would mirror the truth of the climate our robots would work inside. It’s energetic, yet additionally mirrors our obligation to making development innovation available and agreeable.

3-What special highlights does Dusty proposal in the AEC business?

Dusty conveys a start to finish administration that speeds up the digitization of the development business through equipment and programming parts that further develop the whole development lifecycle.

Dusty Mechanical technology’s lead item, the FieldPrinter, has become one of the AEC business’ most imaginative and important innovations by empowering nearby development teams to construct straightforwardly off of a computerized model, eliminating the possible irregularities and mistakes of a generally manual interaction. Via robotizing format, the FieldPrinter empowers groups to work from a solitary wellspring of truth, bringing about better correspondence, expanded effectiveness, lower costs, packed plans, and further developed security. Here are only a couple of the advantages:

— 100 percent exactness. The Dusty Mechanical technology FieldPrinter mechanizes the exchange of the computerized model straightforwardly to the building site floor with 1/16″ exactness in a negligible part of the hour of customary format.

— Sped up plans. Dusty smoothes out project courses of events by printing every one of exchanges’ designs on the floor all the while. This engages all partners to proactively recognize and determine any expected struggles, and fundamentally quick tracks the venture by empowering exchange accomplices to start establishment right away and simultaneously.

— Upgraded cooperation. By printing designs for all exchanges a solitary pass, Dusty further develops coordinated effort and correspondence among all partners. The exact, complete data ensures that everybody works off similar information while alleviating clashes.

— Complete print capacities. The FieldPrinter prints any blend of focuses, text, and lines straightforwardly from a computer aided design document. Linework styles can be altered to show layer data, for example, wall types or plumbing types.

— Dependability and straightforwardness. Dusty gives an unparalleled degree of preparing, administration, and support to improve efficiency and unwavering quality. Also, the framework is intended to be easy to understand, requiring negligible expertise for activity.

4-Kindly educate us concerning one, two or later contextual analyses

We have many examples of overcoming adversity showing how the Dusty Advanced mechanics FieldPrinter further develops productivity and diminishes takes a chance on development projects.

5-How does Dusty further develop productivity or tackle difficulties in the development cycle?

Despite the fact that structures today are displayed in BIM before development, 95% of the data in those BIM models never makes it out into the field on the grounds that the cycle for spreading out those models is so genuinely requesting and excruciating. By using Dusty’s mechanized format arrangement, substantially more data can be rapidly and precisely conveyed to handle teams — empowering them to assemble quicker, with more conviction, and bringing about less gamble to the undertaking timetable and financial plan.

6-What is your plan of action? How would you charge clients?

Dusty sells yearly memberships, which give limitless admittance to a solitary FieldPrinter set for use on limitless tasks inside the membership period. Yearly memberships incorporate the equipment and programming licenses, preparing, backing, and overhauls as new highlights become accessible. Ink is likewise remembered for the cost of a membership.

7-What future turns of events or updates might we at any point anticipate from Dusty?

Our clients are persistently improving on how they utilize our FieldPrinter to convey more worth to their field groups. One illustration of how our clients have been developing with Dusty is to print QR codes that give admittance to more data about the materials being utilized on the venture, or to connection to the BIM model to raise 3D data at a particular area. By utilizing QR codes, we are wanting to work out area mindful applications that can introduce a custom work process contingent upon where you are, what your identity is, and when in the development plan it is.

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OpenAI once contemplated purchasing a business that developed AI chips. The cerebras

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Recent court documents reveal that OpenAI had contemplated purchasing Cerebras, an AI chip manufacturer preparing to go public.

According to new evidence in Elon Musk’s continuing case against OpenAI, OpenAI was considering acquiring Cerebras in or around 2017—a year after Cerebras was founded and only a few years after OpenAI started operations.

Ilya Sutskever, a former chief scientist and co-founder of OpenAI, proposed purchasing Cerebras through Musk’s electric vehicle business, Tesla, in an email sent to Musk and OpenAI CEO Sam Altman. Musk had some control over OpenAI’s course at the time and was financially invested in the company.

In September 2017, Sutskever wrote, “In the event we decide to buy Cerebras, my strong sense is that it’ll be done through Tesla,” “But why do it this way if we could also do it from within OpenAI? Specifically, the concern is that Tesla has a duty to shareholders to maximize shareholder return, which is not aligned with OpenAI’s mission. So the overall result may not end up being optimal for OpenAI.”

Sutskever lists a number of Cerebras-related agenda items in a previous email sent in July 2017 to Musk and OpenAI co-founder Greg Brockman, who is currently the company’s president: “Negotiate merger terms with Cerebras” and “More due diligence with Cerebras.”

Although it’s unclear from the exhibits why, the merger deal would eventually fail. Additionally, OpenAI would put its chip goals on hold for years.

Based in Sunnyvale, California, Cerebras creates specialized hardware for AI model execution and training. The company asserts that its chips are quicker and more effective for AI workloads than Nvidia’s flagship products.

Cerebras has received $715 million in venture funding and is apparently looking to use the IPO to almost treble its $4 billion valuation. But it has a lot of obstacles to overcome. Eighty-seven percent of Cerebras’ revenue in the first half of 2024 came from a single Abu Dhabi company, G42, whose longstanding ties to China have alarmed U.S. politicians. Having pled guilty to evading financial controls while serving as a vice president at the publicly traded business Riverstone Networks, Andrew Feldman, the CEO of Cerebras, likewise had a troubled past.

The transaction might have been advantageous to both businesses if it had taken place. OpenAI may have had an important advantage in its competition to develop in-house chips, while Cerebras would have avoided the road to a challenging IPO.

Since Nvidia holds a significant portion of the market for processors with AI optimization, OpenAI has long aimed to lessen its need on the company. OpenAI is under pressure to lower the cost of training, fine-tuning, and operating models, even though it is late to the in-house chip game—Google and Amazon Web Services, among others, have long provided chips made for AI workloads. It could be able to achieve the necessary savings by having its own chips.

At one point, OpenAI was thinking about being an acquisition target and intended to build a network of chip manufacturing factories. However, IBM has apparently shelved such plans in favor of rapidly expanding a team of engineers and chip designers and collaborating with semiconductor companies TSMC and Broadcom to develop an AI processor for running models. It might show up as early as 2026.

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Starfish Space, a business providing satellite services, raises $29 million

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Starfish Space, a business providing satellite services, revealed on November 13 that it has raised $29 million in a fresh round of funding headed by Shield Capital. Munich Re Ventures, Toyota Ventures, NFX, and Industrious Ventures are among the other investors in the round, along with newcomers Point72 Ventures, Booz Allen Ventures, Aero X Ventures, Trousdale Ventures, and TRAC VC.

Established by former engineers from Blue Origin and NASA, Starfish Space creates self-sufficient satellite maintenance vehicles to prolong the lifespan of satellites and eliminate space junk. Recent successes for the company include agreements with NASA and commercial satellite operator Intelsat, as well as a $37.5 million contract with the U.S. Space Force.

With the closing of the latest round, Starfish has raised more than $50 million in total fundraising to date.

Otter is an in-space maintenance vehicle created by Tukwila, Washington-based Starfish. Starfish will be able to finish developing the first three Otter vehicles with the new money, which will be used for missions for NASA, the U.S. Space Force, and Intelsat. In 2026, Intelsat and the U.S. Space Force are expected to launch their Otter missions into geostationary orbit.

The investment in Starfish is the third space-focused investment made by Booz Allen Ventures, the startup capital division of consulting behemoth Booz Allen Hamilton. According to Chris Bogdan, executive vice president of Booz Allen and head of the company’s space division, “This investment aims to strengthen the resilience and sustainability of space infrastructure through innovative offerings for both government and commercial mission sets,”

Prior space investments made by the corporation include Quindar, which automates satellite fleet management operations, and Albedo, which creates low-flying satellites for high-resolution Earth observation.Starfish Space, a business providing satellite services, raises $29 million.

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Mining waste is converted by a startup into vital metals for the US

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A metal transition lies at the core of the energy transition. Compared to their gas-powered counterparts, wind farms, solar panels, and electric cars require a lot more copper, zinc, and nickel. Additionally, they need additional rare earth elements—exotic metals with special qualities—which are necessary for the magnets used in devices like EV motors and wind turbines.

China now controls the majority of rare earth element processing, purifying around 60% of the world’s supply. The Biden administration has stated that the scenario presents challenges to national and economic security, as demand for these minerals is expected to soar.

In the United States and many other countries, large amounts of rare earth metals are currently sitting untapped. The problem is that they are combined with a ton of hazardous mining waste.

Phoenix Tailings is expanding a method for extracting elements from mining waste, such as nickel and rare earth metals. After collecting oxidized metal with water and recyclable solvents, the company heats a mixture of molten salt and applies electricity to the metal.

Co-founded by MIT alums, the business claims that its pilot production plant in Woburn, Massachusetts, is the only location in the world that produces rare earth metals without emitting carbon dioxide or hazardous byproducts. Phoenix Tailings now uses renewable energy contracts to offset the electricity used in the process.

By 2026, the company anticipates producing over 3,000 tons of the metals, which would have accounted for almost 7% of all U.S. output in the previous year.

Phoenix Tailings is now increasing the range of metals it can manufacture and moving forward with plans to construct a second manufacturing plant with help from the Department of Energy.

According to the founding team, which consists of Nick Myers, Anthony Balladon, and MIT graduates Tomás Villalón ’14 and Michelle Chao ’14, the work has global and geopolitical ramifications.

“Being able to make your own materials domestically means that you’re not at the behest of a foreign monopoly,” Villalón explains. “We’re focused on creating critical materials for the next generation of technologies. More broadly, we want to get these materials in ways that are sustainable in the long term.”

Addressing a worldwide issue

After enrolling in Course 3.091 (Introduction to Solid-State Chemistry) during his first year at MIT, Villalón developed an interest in chemistry and materials science. He had the opportunity to work at Boston Metal, another MIT startup that decarbonizes steel production on a large scale using an electrochemical technique, during his senior year. Villalón, a materials science and engineering major, began considering developing more environmentally friendly metallurgical techniques as a result of the event.

But Villalón didn’t take action until he happened to meet Myers at a Bible study in 2018.

When the subject of electricity came up, “We were discussing some of the major problems in the world when we came to the topic of electrification,” Villalón remembers. It turned into a debate about how the United States obtains its materials and how we ought to consider electrifying their manufacturing. After ten years of working there, I eventually thought, “Let’s go do something about it.” Nick concurred, but I assumed he was merely trying to boost his self-esteem. Then, in July, he called me at random and said, ‘I’ve got [$7,000]. When do we start?’”

The founders began testing novel methods for making rare earth metals after Villalón brought in Chao, a former MIT classmate and fellow materials science and engineering major, and Myers brought in Balladon, a former coworker.

According to Villalón, “We went back to the base principles, the thermodynamics I learned with MIT professors Antoine Allanore and Donald Sadoway, and understanding the kinetics of reactions,”  “Classes like Course 3.022 (Microstructural Evolution in Materials) and 3.07 (Introduction to Ceramics) were also really useful. I touched on every aspect I studied at MIT.”

The founders also participated in the U.S. National Science Foundation’s I-Corps program and were mentored by MIT’s Venture Mentoring Service (VMS). Sadoway advised the business.

The inventors constructed a prototype reactor in Villalón’s backyard after creating a preliminary version of their system design and purchasing an experimental amount of red sludge, a mining waste. In the end, the founders had a modest amount of product, but they had to quickly borrow the scientific tools necessary to identify it. It turned out to be pure iron and a trace amount of rare earth concentrate.

Today, Phoenix Tailings warms its combination to about 1,300 degrees Fahrenheit at its refinery in Woburn, where it incorporates mining waste that is rich in rare earth metals. Pure metal gathers on an electrode when an electric current is applied to the mixture. There is not much garbage left over after the operation.

Because rare earths require extremely high purities in comparison to metals manufactured traditionally, Villalón says, “the key for all of this isn’t just the chemistry, but how everything is linked together.” “As a result, you have to be thinking about the purity of your material the entire way through.”

Rare earths, nickel, magnesium, and other elements

When using renewable energy sources to generate power, Villalón claims the process is 100% carbon free, creates no harmful byproducts, and is cost-effective when compared to traditional manufacturing methods.

Neodymium and dysprosium, two rare earth elements crucial to magnets, are now produced for clients at the Woburn site. Consumers are utilizing the materials for defense applications, electric vehicles, and wind turbines.

Additionally, the business has been awarded two grants totaling over $2 million under the U.S. Department of Energy’s ARPA-E program. Its 2023 award funds the creation of a technology that employs carbonization and recycled carbon dioxide to extract nickel and magnesium from mining waste. Magnesium and nickel are both essential components for clean energy devices like batteries.

The company will use the most recent funding to modify its method so that it can generate iron from mining waste without emitting any harmful byproducts or emissions. Phoenix Tailings claims that it has an abundance of material to work with and that their technique is suitable with a broad range of ore types and waste materials: About 1.8 billion tons of garbage are produced annually in the United States as a result of the mining and processing of mineral ores.

Villalón says, “We want to take our knowledge from processing the rare earth metals and slowly move it into other segments,”  Here, “We simply have to refine some of these materials here. There’s no way we can’t. So, what does that look like from a regulatory perspective? How do we create approaches that are economical and environmentally compliant not just now, but 30 years from now?”

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