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UT professor of mechanical engineering designs robots that could … – The University of Texas at Austin

I write about faculty members at The University of Texas at Austin for a living. Most of the time I remain out of sight, acting as the invisible fourth wall, to borrow a term from theater and film. But Ashish Deshpande and I have a backstory thats relevant to his work. So writing about him without telling you how we first met seems a bit well, robotic.

On Jan. 19, 2018, I was at work in Walter Webb Hall, where UTs communications team then had its office, when my right hip began to buckle with each step. Within three minutes, I was sitting on the floor, no longer able to walk or move my right arm. At 50 years old, out of the blue, I was having a major hemorrhagic stroke. That evening at UTs Dell Seton Medical Center, brain surgeons stopped the bleeding and probably saved my life.

After 10 weeks in hospitals and rehab centers, I was invited to join a study involving a robotic set of motorized arms that could take my upper body through a range of motions that were now impossible on my own. I agreed, and that is when I met Ashish Deshpande, then an associate professor in UTs Walker Department of Mechanical Engineering and creator of this device, known as Harmony.

After my hands and arms were connected to the robotic arms (designed by Apple), which look a bit like stormtrooper armor from Star Wars, one of Deshpandes Ph.D. students hit a few keys at a computer, and the robot went slack, supporting the weight of my arms but not controlling the direction. My arms were effectively floating in zero gravity.

I then proceeded to use what little strength I had to move my nearly paralyzed arm through six motions at the students direction. If I initiated the move in the right direction, Harmony rewarded the effort by assisting me through the rest of the motion, its tiny motors whirring and conjuring up all sorts of science-fiction references. At the end of the studys 12 sessions, the team surprised me with a new trick mirror mode in which anything I did with my strong arm Harmony mirrored with my weak one. After months of stiffness and soreness due to the lack of motion of my weak arm and shoulder, suddenly I felt whole and symmetrical again, if just for a few glorious minutes.

It has been about five years since that study, and when Deshpande recently was promoted to full professor, I visited him again to learn more about his work with stroke survivors and how it was that he came to UT.

I found him in a new lab, which he shares with other faculty members, known as Texas Robotics in a beautifully converted historic gymnasium, Anna Hiss Gym. Work cubicles and machine shops sit on the gyms old hardwood floor, and the huge arched windows of the 1930s building let in abundant daylight.

Deshpande grew up in Nagpur, India, a city the size of Houston. His father was an agriculture extension officer who grew up in a village. He always tells me that him coming to the city was as big as me moving to America, Deshpande says.

A notable feature of the professors life has been the constant presence of strong women: a grandmother who was the family matriarch, a mother who was a high school science and math teacher, two older sisters, and now a wife and daughter, along with a son. I am lucky to be surrounded and guided by these strong women, he says with a smile. I just follow their lead Im good at that.

One of his sisters is an occupational therapist who treats patients with neurological injuries, including strokes, and he credits her work, as well as his mothers sense of service to others, with turning his interest in robotics toward improving rehabilitation. What is your lifes mission beyond personal gains? Are you helping people? I always heard that from my mother.

After finishing his bachelors degree at his hometown university, he found himself at a crossroads. He had a job offer from Bajaj Auto, one of the largest automotive manufacturers in the world, and had been admitted to graduate school at the University of Massachusetts Amherst. A phone call from the professor with whom he wanted to study tipped the scales. He recalls his first flight at age 20, his first time seeing snow, and new friends who took him to the Burlington Coat Factory for a proper jacket.

His decision to pursue a Ph.D. at the University of Michigan was the first truly conscious choice of his career; all his previous moves were simply defined by his circumstances. I liked the ideation, diving deep, all the math around it, but also communication and writing. He loves literature, especially old classics in his local language, Marathi. Most of all, he loved the incredible developing technology. But something was missing. It lacked the human element, and he wanted his research to focus directly on helping people. Academic freedom allowed him to direct his research toward serving a need he saw.

A postdoctoral fellowship at the University of Washington helped him combine his passions for research and helping people. Some 800,000 Americans have a stroke each year. What could he do for these patients who are left with serious disabilities? His first faculty position, at the University of Maine, required him to focus more intensely to build a lab, direct graduate students and get funding. There, he met Elizabeth DePoy, a professor of disability studies in their social work school, and she was the inspiration for Harmony. She was inspiring me and others on the faculty to look at the needs of people with disabilities holistically, he remembers. They were not thinking about rehabilitation, but only exercise machines for people with disabilities. Initially we thought of this as a rowing machine for people with arm and hand disabilities.

When he came to UT in 2011, he began focusing increasingly on stroke. He felt he was complicating matters by combining the upper and lower body, so he decided to focus only on the upper body. Two years after Harmony, he launched Maestro, a similar robotic interface to rehabilitate hands.

Why did he and his wife, biology professor Shalene Jha, pick UT? They were deciding between Yale, Tulane, UC-Irvine, Central Florida and UT, and it was Texass prestige and rankings that tipped the scales in its favor. We loved the campus and the facilities. I liked the department vibe during the interview, and I had good faculty mentors. We could see ourselves right away living in Austin. More recently they had an opportunity to go to the University of California, Berkeley that they passed on. I have not regretted coming to UT for a single moment, he says. I get to work with amazing students and really good colleagues.

***

I asked Deshpande, now 12 years into the Harmony project, what he could report in the way of successes, and his answer revealed the painstaking and incremental reality of the research in which I participated. He sees it in two phases. Phase one is building a device that is a research platform that has lots of features allowing us to ask interesting, difficult questions, and weve done that. Those questions include: Can they build a robot that is safe, that can move different parts of the body, that can measure all these different forces, and that can be highly responsive, so if the survivor can do something, the robot does not do that? I think we have successfully accomplished that, he said. Were very happy with it. The team has shown that Harmony can help deliver therapy not only in a lab but also in a hospital setting, and there is a huge potential to improve outcomes.

The phase two question is challenging but also more exciting and is where the rubber meets the road: Can Harmony help therapists deliver treatment that leads to full recovery? All that is on the table right now. We are tackling tough questions that might lead to a significant breakthrough.

Getting those results will involve intense collaboration with experts in two other fields. He sees his research as a three-legged stool: robotics; therapists and medical doctors; and neuroscientists. Therapists are thinking in practical terms about protocols. Neuroscientists are thinking first about the mechanism of the injury and then the mechanism of recovery. How does physically moving the body cause neuronal growth? Im in the service of both of them, he says.

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College of Engineering Announces 2023 Outstanding Alumni – UMass News and Media Relations

The UMass Amherst College of Engineering is proud to announce the recipients of its 2023 Outstanding Alumni Awards (OAA). Awardees represent the colleges five departments and include five distinguished alumni and five outstanding young alumni.

Visionary leaders in their field, recipients of the Distinguished Alumni Award have reached exceptional levels of professional and personal achievement. This award recognizes distinguished leadership, service, teaching, innovation and other exemplary accomplishments that positively impact society and the engineering profession. This years Distinguished Alumni Award honorees are:

Emerging leaders in the early stages of their careers, recipients of Outstanding Young Alumni Award are generally no more than ten years out from receiving their UMass engineering Ph.D. or no more than fifteen years out from receiving their UMass engineering undergraduate degree. This award recognizes outstanding professional and personal achievements and highlights the recipients ambitions and potential to positively impact UMass, the Commonwealth, the nation, and the world.

This years Outstanding Young Alumni Award honorees are:

These gifted alumni bring tremendous pride and distinction to the College of Engineering and the broader UMass community.

Several recipients of this years awards remained in Massachusetts after graduating from UMass, and have established themselves as engineering leaders within the Commonwealth. Arnaz Malhi serves as director of strategicoperations technical development at Moderna, the Cambridge-based biotechnology company; Andrew C. Sousa is the manager of hardware engineering for American Robotics, a Boston-area commercial developer of drone systems; and, in his role as a Principal for Boston-based Thornton Tomasetti, Peter J. Quigley is currently working with Commonwealth Fusion Systems and MITs Plasma Science and Fusion Center to develop SPARC, a compact, high-field, net fusion energy device.

In addition, several of this years recipients maintain close ties to the College of Engineering. For example, Nilesh Shah serves as the chair of the Industrial Advisory Board of the Chemical Engineering Department. And Paul Banks met his wife Nancywho is also an engineerwhile they were students together at UMass. He has served on the MIE Industry Advisory Board for 15 years and currently serves as its co-chair. In addition, he has hired over 25 UMass Amherst graduates over the course of growing his company, B2Q Associates, an Andover, Massachusetts-based independent engineering consulting firm that specializes in the design of high-tech and industrial projects.

The OAA recipients will be celebrated during an invitation-only event in the Old Chapel on Thursday, May 11.

Learn more about their accomplishments at: https://www.umass.edu/engineering/OAA-2023

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TDengine and Casne Engineering Partner to Drive Innovation in … – GlobeNewswire

LOS GATOS, Calif., April 05, 2023 (GLOBE NEWSWIRE) -- TDengine, the popular open-source time-series data platform, and Casne Engineering, industrial engineering and technology services provider, announced today a strategic partnership aimed at advancing innovation in the Industrial Internet of Things (IIoT) market.

Through this partnership, Casne Engineering will integrate TDengine's time-series database technology into its existing IIoT solutions, creating a comprehensive IIoT platform for industrial customers. The collaboration seeks to help customers improve operational efficiency, reduce downtime, and increase overall equipment effectiveness (OEE).

Joining forces with TDengine will help to expand the range of possibilities in delivering cutting-edge IIoT solutions to our customers, said Nick Wiley, executive vice president of Casne Engineering. We chose TDengine because of its flexibility and performance for ingesting time-series data in the cloud. Theres no question about the platforms ability to scale with us.

Using the TDengine platform and TDengine PI Connector, Casne will be better able to marshal large quantities of sensor data into the cloud, centralize data from disparate on-premise systems and geographical locations, share select data elements with partners and vendors, and perform real-time analytics using modern cloud tech stacks.

"Collaborating with Casne Engineering will allow TDengine to accelerate innovation in the IIoT space, said Jeff Tao, CEO of TDengine. Our partnership will enable customers to extract more value from their data, optimizing their operations for increased productivity and profitability."

For more information, visit TDengines and Casnes websites.

About TDengineTDengine is the popular, open-source data platform purpose-built for time-series data. With over 20,000 stars on GitHub and hundreds of new installations daily, TDengine is used in over 50 countries worldwide. The company is headquartered in Los Gatos, CA, and has raised $70M in venture capital. Learn more at tdengine.com.

About Casne EngineeringCasne Engineering is an independent engineering, integration, and technology services firm with a rich history of over 40 years and a team of 120 professionals. The company provides comprehensive services from conceptualization to design, development, integration, and ongoing maintenance support. With expertise across multiple industries, the company delivers high-quality engineered systems to both the public and private sectors, from small startups to Fortune 50 companies, worldwide. Learn more at casne.com.

ContactPress Contact: press@tdengine.com

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How Engineering, Architecture, and Construction Firms – FiscalNote

We spoke with business development professionals in leading engineering, architecture, and construction firms who rely on Curate to surface business insights from local government documents to find out which types of meetings and documents are the most useful for finding projects at the earliest stages.

Here are some of the signals proactive business development leaders look for within local government meeting minutes and agendas to find actionable leads.

Comprehensive plans lay out a communitys goals and plans for the next 10 to 20 years. They may include plans for extensive zoning changes and will often lay out proposals for expansions of road and sewer infrastructure to accommodate growth. The intent of these changes is often to improve the communitys economic competitiveness by paving the way for new development precisely why these documents can be a valuable lead for architects and engineers.

Curate clients in the engineering space pay close attention to comprehensive plans to find potential opportunities for the kinds of projects they specialize in.

For example, a community might note in its comprehensive plan that a key part of its strategy to expand the supply of affordable housing near its downtown is to change the zoning of specific neighborhoods to allow for higher density. This change will open up new parcels for multifamily development in those specific neighborhoods, so architects and engineers specializing in multifamily projects can proactively create new business opportunities by bringing these insights to the attention of developers within their network. If the developer is from out of town, they may not be aware of the change, and thus the architect can provide value and win the developers trust which goes a long way toward winning their business.

A conceptual review meeting is usually an optional step in the public approval process, but developers will use it when they are pursuing projects that may be risky or controversial, such as a new multi-use retail and residential project in an already densely populated area. Even if a project aligns with the communitys overall goals for adding housing and retail spaces, the immediate neighbors to the project could sink it if they dont support it.

A conceptual review is an opportunity for the developer to share their plans with the public, gather feedback about the size, scope, and design, and make changes or scrap the project completely based on the results.

David Siegel, executive director of the Minnesota Builders Exchange, notes that conceptual reviews can be especially useful for general contractors and subcontractors, because developers have usually hired an architect or engineer to create the preliminary design that theyll bring to the community but, in most cases, they havent yet hired a contractor.

Zoning issues are a strong signal that future development is coming to a specific area. There are two types of zoning changes to look out for: a zoning change and a zoning variance.

A zoning change is typically initiated by community leaders as part of an overall growth strategy. This can be a good signal to start reaching out to developers to see if theyre interested in developing that area, but it doesnt usually signal the early stage of a specific project.

However, if a business or a developer wants to build a new facility in an area where the zoning doesnt support that kind of building, they have to petition the council for a variance or a conditional use permit. If theyre unable to get the appropriate variance or exception, the project wont be able to proceed, so project leaders usually complete this step at the earliest stage of a project, in some cases before theyve committed to an architect or engineer.

Getting access to private projects is particularly difficult because theyre not really in the public eye, Siegel says. But they still usually have to get some kind of permit or approval from the city. Maybe they need a variance from township ordinance in order to do this. Or maybe there will be heavier trucks coming in than originally anticipated, and theyll need to have the roadway re-done.

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Brazil court backs crackdown on illegal gold mining in Amazon – Reuters.com

BRASILIA, April 5 (Reuters) - A Supreme Court judge backed a government move to crack down on illegal gold mining in Brazil, suspending a legal practice of buyers accepting the origin of the precious metal with paper receipts based on the "good faith" of the seller.

The injunction by Justice Gilmar Mendes gave the government 90 days to adopt a new regulatory framework for the gold trade to stop the sale of gold mined illegally from indigenous lands and other environmentally protected areas.

"This spurious consortium formed by illegal miners and criminal organizations must be stopped as soon as possible," Mendes said in his ruling late on Tuesday.

The decision, which goes into effect immediately but needs approval by the full court, gives support to leftist President Luiz Inacio Lula da Silva, who is facing pressure from right-wing politicians to drop a crackdown on wildcat gold miners.

The presumption of "good faith" in the gold supply chain since 2013 helped to obscure the true origins of Brazilian gold exports, roughly half of which are now estimated to be mined illegally.

The previous government of President Jair Bolsonaro eased environmental protections and encouraged wildcat mining in the Amazon rainforest. A surge in illegal mining on the Yanomami indigenous reservation caused disease and malnutrition that led the Lula government to declare a humanitarian crisis.

The government has moved to establish stricter rules for the gold trade, proposing to end the "good faith" practice and new legislation that would require electronic tax receipts for the buying and selling of the metal.

Justice Minister Flavio Dino told Reuters on Wednesday that the text for the government's new regulations of the gold industry should be ready next week for Lula's final review.

Last week, Brazil's tax authority mandated electronic tax invoices for the trading in gold that is declared a financial asset or a foreign exchange instrument, helping to curb the trade in illegally mined gold when it takes effect on July 3.

In 2021, 54% of Brazil's gold production, or 52.8 tonnes, had clear signs of having illegal origins, according to Instituto Escolhas.

The Brazilian Institute of Mining (Ibram), which represents gold mining companies such as AngloGold Ashanti Ltd (ANGJ.J) and Yamana Gold Inc (YRI.TO), as well as multinational giants such as Vale (VALE3.SA), Rio Tinto Ltd (RIO.AX) and BHP Group Ltd (BHP.AX), said 20% of Brazilian gold had no declared origin in 2021, citing data from the National Mining Agency.

Reporting by Ricardo Brito and Lisandra Paraguassu; Writing by Anthony Boadle; Editing by Brad Haynes and Jonathan Oatis

Our Standards: The Thomson Reuters Trust Principles.

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Communication: Using Social Engineering Techniques in Everyday Life – Security Boulevard

When I first started in the social engineering field, I had no idea how much it would impact my everyday life. Namely, my communication skills. What exactly is social engineering? How does it change my day to day? And how can you benefit from the same techniques Ive learned in your own life? Lets dive in together.

What is social engineering? We define it this way Any act that influences a person to take an action that may or may not be in their best interest. Like most things, it can be used for good or bad. Today we will discuss how to use social engineering techniques for good in your everyday life.

When used for good, social engineering can have profound effects on your communication skills and your relationships. How so? Many of the techniques we use in social engineering are used to build up common interests and trust, both of which are vital to building rapport and thriving relationships. So, what are some of these techniques?

Lets discuss three social engineering techniques that stand out to me:

A reliable human trait is that people like to be right. One technique you can use for helping someone to be more open to your requests is to suspend your own ego, so they do not view you as a threat to theirs. This could mean anything from not correcting someone to not proceeding to share your own greater knowledge. This is arguably one of the hardest techniques to put into practice. We naturally like being right and sharing our knowledge with others. And ego suspension doesnt mean always being wrong or not sharing your knowledge, it just means greater awareness of when it is appropriate to do so.

Have you ever been in a discussion where someone keeps correcting you, even if youre just sharing an opinion? How did it make you feel? Likely, you felt annoyed and maybe even slightly defeated. We surely dont want to make others feel that way. I have noticed that when I implement ego suspension, even when difficult, my interactions with people go more smoothly.

Quid Pro Quo is Latin for something for something. It means you give a little to get something back. Think of throwing a ball back in forth. Each time it exchanges hands, a little information is given. Another way to picture it is by imagining the feeling of buyers remorse.

I recently attempted to save money on my hair appointment by cancelling it and ordering a color depositing conditioner. I ended up using it incorrectly and dyeing my hair the completely wrong color! Now I not only have to go back to my stylist but am stuck with this conditioner that I will never use again. Buyers remorse! You can make the person youre talking to feel that same way if you end the conversation and they know nothing about you. This doesnt mean you have to tell them your life story. Rather, think about what you want to know and offer them something of equal value. For example, if you want to learn someones middle name, offer them yours first, and so on.

You may be wondering how validation is a social engineering technique. Think through the effects of validation, though. If you make someone feel heard, seen, understood, they are going to trust you more.

Just the other day I made a vishing call where the lady I was speaking to was frustrated about some computer issues. As I was pretexting that I was calling from her IT department, I was supposed to be able to help her fix these issues. In reality, I know nothing about IT work. So instead, I apologized for her trouble and told her how frustrating I know it must be. She responded so well to this that she didnt even mind I didnt know how to fix her computer! I was able to gain her trust to the point where it made her feel better for having talked to me. In my everyday life I enjoy using this technique for one simple reason: I like to feel validated as well. When used with good intent, validation will only yield positive results.

Why should we make the effort to utilize these techniques? They all have one thing in common; they help ensure the person we are speaking to feels good. Thats a powerful thing! Using these techniques intentionally at first will help you to put them into practice. Eventually, it will become your natural way of conversing. If we all focus on suspending our egos, quid pro quo, and validating others, communications all around would improve. Lets be a part of that.

Written by: Shelby Dacko

At Social Engineer LLC, our purpose is to bring education and awareness to all users of technology. For a detailed list of our services and how we can help you achieve your information/cybersecurity goals please visit:

https://www.Social-Engineer.com/Managed-Services/.

Images:https://cxm.co.uk/communication-with-customers-five-essential-factors/https://www.alltekholdings.com/communicate-consistently-with-customers-about-their-technology-needs-and-your-value/

*** This is a Security Bloggers Network syndicated blog from Security Through Education authored by Social-Engineer. Read the original post at: https://www.social-engineer.org/newsletter/communication-using-social-engineering-techniques-in-everyday-life/

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Seabed mining might be the next big environmental campaign … – Cosmos

Under the surface of our Pacific, Indian, and Atlantic oceans is a seabed littered with rocks but these are no ordinary rocks.

These are actually polymetallic nodules, which are a potential mineral resource for copper, nickel, cobalt, iron, manganese, and rare earth elements. As a result of their use in electronics such as rechargeable batteries and touch screens, these metals have become increasingly important in our lives. The purpose of deep-sea mining is to extract these minerals, but it is likely that to result in widespread damage to large sections of the deep-sea environment.

While deep-sea mining seems like a more recent technological advancement, in 1994 the United Nations established the International Seabed Authority (ISA) under the United Nations Convention on the Law of the Sea (Unclos) to manage, regulate and control mineral-related activities in international seabeds.

But in a recent investigation of internal ISA documents, the New York Times reported that agency leadership downplayed environmental concerns and shared confidential information with companies involved in seabed mining.

One of the most complex and understudied habitats on our planet, any proposal for deep-sea mining needs to be guided by strict environmental considerations since it remains uncertain how the seafloor will respond to and potentially recover.

While mining advocates say mining is necessary for renewable energy technologies, others say scientific experts may need decades to fully understand the seabeds marine life and its ramifications from mining. In spite of these concerns, the ISA is writing a global mining code that could lead to the seabed being commercially exploited by 2024.

Scientists, governments, NGOs, and others around the world are concerned that seabed mining will have a significant, irreparable environmental impact, given the limited knowledge we have on the biodiversity and ecology there.

Palau, Fiji, Samoa, Micronesia, New Zealand, Costa Rica, Spain, Germany, Panama, and Chile are among the ISA Council member countries that called for an ocean floor mining moratorium or pause.

A legal adviser for the German mission to the UN, Michael Hasenau, stressed during the Convention anniversary meeting in December 2022 that current knowledge and available science are insufficient to approve deep-seabed mining. To protect the marine environment, a precautionary pause is called for, he says.

Any proposal for deep-sea mining needs to be guided by strict environmental considerations since it remains uncertain how the seafloor will respond to and potentially recover.

Meanwhile, Brazil, the Netherlands, Portugal, Singapore, Ecuador, Italy, and Switzerland have indicated that they will not approve mining contracts until adequate environmental protections are in place. A similar position was taken by the Group of Latin American and Caribbean Countries (GRULAC), and during the UNs climate change conference in Egypt in November 2022, French President Emanuel Macron also asked for a complete ban on deep-sea mining.

In Australia, seabed mining is still considered an emerging industry. In the first three nautical miles offshore, referred to as coastal waters, each state governs mineral exploration and recovery. Commonwealth law governs the area adjacent to the continental shelf beyond the first three nautical miles. Currently, CSIRO is leading a consortium of organisations in creating what it calls: a blueprint for responsible, low-impact deep-sea mining, which it says is: to highlight any potential impacts of a deep-sea mining proposal from The Metals Company (TMC a North American mining company.)

Initially, we will work with other experts to understand the entire ecosystem and how the different parts interact with each other, says Dr. Piers Dunstan, a researcher with CSIROs Oceans and Atmosphere.

That approach will allow us to begin identifying the parts of the ecosystem that are vulnerable to impacts from different activities because clearly not every disturbance will have an impact on every part of the system, Dunstan says.

They then develop indicators that they believe are likely to be informative for monitoring, and if the operations are permitted, they set up a monitoring program that is a companion to them. The consortium will work on this analysis for the next two years, and TMC will submit to the ISA an Environmental Impact Statement based on the final report.

As of today, 30 contracts for exploration have been approved by the ISA, involving 22 countries and covering more than 1.3 million square kilometres of ocean floor. These studies are aimed at gathering information on where and what minerals are present on the seabed as well as collecting environmental data; thus far, mining operations have not begun anywhere in the world.

Following the historic collector test and monitoring campaign, in which we and our partners lifted over 3,000 tonnes of nodules to the surface and also collected over 200 terabytes of environmental data, TMC continues to hit milestones and establish the strategic partnerships we need to continue delivering on our capital-light approach to developing the NORI-D Nodule Project, Gerard Barron, CEO & Chairman of The Metals Company said in a TMC press release.

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The successful trials werent just about proving our offshore technology but also gathering real world data on the potential environmental impacts of our project. And with this monumental effort safely under our belts, our research teams are now sorting through the massive set of data and biological samples to build an overall picture of the expected impacts of nodule collection in NORI-D.

The question TMC hopes to answer with this dataset is that yes, it is possible to do mine our seabeds responsibly. But is it really? Up to a point, according to some scientists.

Speaking at the annual Blue Solutions Summit in Sydney, United Nations scientist Dr Sandor Mulsow, a marine biogeochemist and expert in deep seabed mining, said: explore to protect first.

Mulsow, former Head of the Office of Environmental Management and Mineral Resources at the International Seabed Authority, is raising awareness of the dire need to slow down, or better yet completely halt, the commencement of deep seabed mining.

Independent research, not linked to the contractor, thats something that we need to do, Mulsow toldCosmosat the event.

The model should be to explore to protect, not explore to exploit. If we manage to explore to protect, maybe in 100 years we might be able to intervene without destroying [the deep seabed environment].

Dunstan says the question isnt for scientists. Deep sea mining doesnt involve digging up and shifting millions of cubic metres of soil, so theres certainly potential for it to be a lower impact operation but it will have some level of impact on the seabed.

The question for all of us globally is are we willing to accept some impact to extract minerals from the sea floor as a trade-off for decarbonisation and developing alternatives to fossil fuels?

Whether we are willing to accept that, is not a science question, its a question for society. What science can do is provide a robust evidence-based risk assessment to help with answering the question and thats exactly what we are doing.

However, former CSIRO oceans expert Dr. Tony Worby says this is a false premise: It is just plain wrong. There are more than enough minerals available from land-based mining, if we extract them properly, recycle them properly.

The question for all of us globally is are we willing to accept some impact to extract minerals from the sea floor as a trade-off for decarbonisation and developing alternatives to fossil fuels?

Worby currently leads campaigns on marine issues for Australian miner and philanthropist Andrew Forrests Minderoo Foundation, who committed his company, Fortescue Metals Group, to a moratorium on mining the ocean floor. As part of Minderoos campaign, it calls for better regulation and enforcement, building on some of the progress made in fighting overfishing and illegal fishing.

[The deep sea is] an integral part of the oceans. And if, on a massive scale, we start to knock them over when theyve taken thousands of years to establish, then we could be causing extinctions, we could be causing untold damage to fragile ecosystems that we know precious little about. Weve got an opportunity to stop something destructive before we start, Worby says.

Just because the seabed might be out of sight and out of mind, that does not mean that the regulatory environment that you should have to step through should be any less stringent than the requirements on land.

A meeting of ISA delegates which finished last week, discussed deep sea minings future with observers saying, it remains unclear whether regulators will allow it to commence in the near future.

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Mom, Dad, I Want To Be A Prompt Engineer – Forbes

the new reality

MidJourney

A new career is emerging with the spread of generative AI applications like ChatGPT: prompt engineering, the art (not science) of crafting effective instructions for AI models.

In ten years, half of the world's jobs will be in prompt engineering, declared Robin Li, cofounder and CEO of Chinese AI giant, Baidu. And those who cannot write prompts will be obsolete.

That may be a bit of big tech hyperbole, but theres no doubt that prompt engineers will become the wizards of the AI world, coaxing and guiding AI models into generating content that is not only relevant but also coherent and consistent with the desired output.

So, what exactly is prompt engineering?

Getting generative AI to do what you want is no easy task, as anyone who has tried image generation systems like Dalle-E or MidJourney or language models like ChatGPT. While successful creations are dazzling, an untrained users results are likely to be deeply flawed or, with ChatGPT, even wrong. The same is true for AI code-writing generators.

Thats because generative AI models respond to natural language and natural language is notoriously imprecise. The same sentence can have different meanings depending on the context, making it difficult for the AI model to understand what the user wants it to generate. And natural language prompts may not provide enough context for the AI to understand the user's intent fully. This can lead to the AI generating responses that are not relevant to the user's needs or expectations.

Also, generative AI models are typically trained on large amounts of text data, but the training data may not contain examples that match the specific intent of the user's prompt. This can limit the AI's ability to generate responses that accurately reflect the user's needs.

And, finally, generative AI models are trained to generate responses based on patterns in the training data, so they may not be able to generate responses that are truly creative or innovative.

So, talking to a generative AI model is a bit like speaking to an idiot savant you need to understand what they respond to if you hope to get the results you want.

Already, prompt engineering experts are popping up all over the place, startups are offering prompt engineering services and companies are starting to list prompt engineer as a job title. Trainers and educators are fanning out to help industries train workers on how best to use the generative AI, and video lecture sites like Udemy are already offering many courses on formulating effective prompts. Whether or not the importance of the job grows to meet Robin Lis expectations, it is likely here to stay for a while.

Meanwhile, with the increasing sophistication of AI algorithms, it is becoming more feasible for AI systems to take over the role of coding, leaving software engineers to focus on higher-level tasks such as formulating intent and logical sequences to guide the code generator. This shift will likely require software engineers to have a more profound understanding of AI algorithms and how they operate. As a result, they will be able to craft prompts that can direct the AI to generate code that meets the desired specifications accurately.

The role of software engineers will evolve into one of guiding and overseeing the AI's work, providing input and feedback, and ensuring that the generated code meets the project's requirements.

Prompt engineering will be critical in using automated code generators as prompts must be carefully crafted to accurately capture the intent of the desired code. Additionally, prompt engineering can help ensure that the generated code aligns with industry best practices, standards, and guidelines.

Already, we are seeing the compilation of prompt libraries, like libraries of pre-written code or software components that can be reused in different programs or applications. Just as a code library contains components designed to be reusable, allowing developers to save time rather than creating new code from scratch, prompt libraries will do the same.

There are also prompt specializations emerging for code generation, output testing, text generation, and art generation. Ultimately, prompt engineering is all about knowing what to communicate to an AI model to produce the desired output, empowering users to optimize communication for accurate outputs.

There is a flood of startups and new tools to help engineer prompts, including PromptPerfect and PromptingGuide. Online schools are beginning to offer courses in prompting and PromptBase is an online marketplace for buying and selling high-quality prompts. The list goes on and on and will undoubtedly grow.

Startup Anthropic, whose mission is to create reliable, interpretable, and steerable AI systems, is offering a salary of up to $335,000 for an experienced prompt engineer. The position involves figuring out the best methods to prompt AI for various tasks, documenting these methods, building a library of tools, and creating tutorials for others to learn prompt engineering.

Ultimately, prompt engineering can help improve the usability and reliability of automated code generators, making them more accessible to users who may not have a strong background in programming. This emerging class of skilled human operators who know how to interact with AI models effectively will bridge the gap between the human and the AI worlds.

Craig S. Smith is a former correspondent and executive at The New York Times. He is host of the podcast Eye on A.I. (www.eye-on.ai)

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Mom, Dad, I Want To Be A Prompt Engineer - Forbes

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Southwest Construction Views – Engineering News-Record

Last year's Southwest Design Firm of the Year, EPS Group, was among the numerous firms that reported increases in revenue during 2022.Photo courtesy of EPS Group

ENR Southwest's annual Top Design Firms survey has officially closed, with the 2023 regional ranking publishing in the upcoming May 1st edition. While readers will have to wait to see how well individual firms fared in 2022 and where they landed in this year's ranking, we can certainly report that the survey results confirm that, overall, Southwest architectural and engineering firms kept busy during the preceding year.

For example, in ENR Southwest's Top Design Firms ranking of a year agobased on 2021 revenuethe top-25 companies collectively reported regional revenue of $1.04 billion, just edging out the 2020 figure of $998 million. By comparison, this year's 2023 ranking will show a sizeable jump in overall revenue, with the top 25 firms collectively reporting more than $1.4 billion in revenue during 2022.

In addition to the ranking, ENR Southwest's May 1 print edition will provide perspective and comments from regional firms, not only about the year that was, but how business activity appears to be trending for the future. For now, here's our preview of this year's ranking, listed alphabetically.

AECOMAffiliated Engineers, Inc.Atkins, member of the SNC-Lavalin GroupAtwell, LLCAZTEC Engineering Group, Inc.Bohannan Huston, Inc.Bowman (Bowman Consulting Group)Bridgers & Paxton Consulting Engineers, Inc.Burns & McDonnellCobbFendleyCorganCTA Architects EngineersDekker/Perich/SabatiniDeSimone Consulting EngineersDLR GroupElectrical Consultants, Inc.EPS GroupGannett FlemingGeo-Logic AssociatesGreeley and HansenHDRHorrocks EngineersHuckabeeIMEG CorpJCJ ArchitectureKimley-HornKleinfelderManhard Consulting, Ltd.Merrick & CompanyMichael Baker InternationalNinyo & MooreParametrixPGALPSOMASRyan Companies US, Inc.Schneider Structural EngineersSMASmithGroupSolomon Cordwell Buenz (SCB)Stanley ConsultantsStantecStrand Associates, Inc.Sunrise EngineeringSWCA Environmental ConsultantsT2 Utility EngineersTerraconThe Korte Co.Walter P MooreWilson & Company, Inc., Engineers & ArchitectsWood Rodgers, Inc.WSP USA

Scott Judy is Deputy Editor for Regions, and editor of ENR Southeast, one of Engineering News-Record's 10 Regional publications. His roughly 27 years as a construction journalist began with an 11-year stint covering Midwest construction projects. In 2000, Judy helped launch the publication now known as ENR Southeast. He often delves into controversial aspects of the construction industry such as bankruptcies and fatal accidents, and wishes he would never have to cover another accident but suspects that he might.

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Southwest Construction Views - Engineering News-Record

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Intel lost 13 points to AMD and ARM, but that’s not all, says Liftr … – PR Newswire

Intel lost 13 percentage points over 3 years in a high-growth workload type: memory-optimized workloads.

AUSTIN, Texas, April 4, 2023 /PRNewswire/ --Liftr Insights, a pioneer in market intelligence driven by unique data, shows that Intel lost 13 percentage points over the three-year period ended December 2022 within the memory-optimized workload category.

Intel losing market share in key workloads according to Liftr Insights data

Cloud providers identify ideal workloads for their different configurations. Standard workload groups include compute-optimized, storage-optimized, high-performance, accelerated, general purpose, and memory-optimized. Among all these types, memory-optimized has been the largest area of growth according to Liftr Insights data. Examples of specific workload types within memory-optimized include data mining, distributed file system, real-time analytics, and SAP HANA. Memory-optimized configurations increased 332% over the three-year period ended December 2022. The next closest workload increased 245%.

"The overall growth of the cloud and semiconductor space has hidden the internal dynamics," says Tab Schadt, CEO of Liftr Insights. "Intel and AMD can each show quarter-to-quarter growth while still losing market share. AMD has made a notable cut in that share of the overall market, but both Intel and AMD have been affected by growth of ARM."

Expansion of ARM-based processors, such as AWS Graviton (used by Amazon) and Ampere Computing (used by the other major cloud providers), accelerated over the past few years. Their growth has eroded the share Intel might otherwise have made in this space. Both ARM and Ampere Computing are IPO candidates in large part because of this disruption.

"What we see in the memory-optimized workloads is one of many signals derived from Liftr data," says Schadt.

Changes in workloads is one type of signal. Signals also come from changes in specific generations of processor, shifts in which brands are dominating the newer regions, and tracking which brands dominate recent deployments.

"This isn't just about Intel losing share. We see changes affecting AMD and ARM on the processor side and more changes on the accelerator side," says Schadt. "Objective data is a critical part for market intelligence analysts making informed investment decisions."

About Liftr InsightsLiftr Insights generates reliable market intelligence using unique data, including details about configurations, components, deployment geo, and pricing for:

As shown on the Liftr Cloud Regions Map at https://bit.ly/LiftrCloudRegionsMap, among the companies tracked are Amazon Web Services,Microsoft Azure,Alibaba Cloud,Google Cloud, Oracle Cloud,and Tencent Cloudas well as semiconductor vendors AMD, Ampere,Intel, NVIDIA, and Xilinx. Liftr Insights subject matter experts translate company-specific service provider data into actionable alternative data.Market intelligence consumers can easily ingest this timely,standardized,andoperationally-compliant information into their predictive financial models.

[emailprotected]Liftr and the Liftr logo are registered service marks of Liftr Insights. The following are trademarks and/or service marks of Liftr Insights: Liftr Insights, Liftr Cloud Components Tracker, and Liftr Cloud Regions Map.

The following are registered intellectual property marks, trademarks, or service marks of their respective companies:Amazon Web ServicesMicrosoft AzureAlibaba CloudGoogle CloudOracle CloudTencent CloudIntel CorporationAmpere ComputingNVIDIAAMDARM

SOURCE Liftr Insights

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Intel lost 13 points to AMD and ARM, but that's not all, says Liftr ... - PR Newswire

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