Tech
MIT Sea Grant students explore the intersection of technology and offshore aquaculture in Norway
Norway is the world’s largest producer of farmed Atlantic salmon and a top exporter of seafood, while the United States remains the largest importer of these products, according to the Food and Agriculture Organization. Two MIT students recently traveled to Trondheim, Norway to explore the cutting-edge technologies being developed and deployed in offshore aquaculture.
Beckett Devoe, a senior in artificial intelligence and decision-making, and Tony Tang, a junior in mechanical engineering, first worked with MIT Sea Grant through the Undergraduate Research Opportunities Program (UROP). They contributed to projects focusing on wave generator design and machine learning applications for analyzing oyster larvae health in hatcheries. While near-shore aquaculture is a well-established industry across Massachusetts and the United States, open-ocean farming is still a nascent field here, facing unique and complex challenges.
To help better understand this emerging industry, MIT Sea Grant created a collaborative initiative, AquaCulture Shock, with funding from an Aquaculture Technologies and Education Travel Grant through the National Sea Grant College Program. Collaborating with the MIT-Scandinavia MISTI (MIT International Science and Technology Initiatives) program, MIT Sea Grant matched Devoe and Tang with aquaculture-related summer internships at SINTEF Ocean, one of the largest research institutes in Europe.
“The opportunity to work on this hands-on aquaculture project, under a world-renowned research institution, in an area of the world known for its innovation in marine technology — this is what MISTI is all about,” says Madeline Smith, managing director for MIT-Scandinavia. “Not only are students gaining valuable experience in their fields of study, but they’re developing cultural understanding and skills that equip them to be future global leaders.” Both students worked within SINTEF Ocean’s Aquaculture Robotics and Autonomous Systems Laboratory (ACE-Robotic Lab), a facility designed to develop and test new aquaculture technologies.
“Norway has this unique geography where it has all of these fjords,” says Sveinung Ohrem, research manager for the Aquaculture Robotics and Automation Group at SINTEF Ocean. “So you have a lot of sheltered waters, which makes it ideal to do sea-based aquaculture.” He estimates that there are about a thousand fish farms along Norway’s coast, and walks through some of the tools being used in the industry: decision-making systems to gather and visualize data for the farmers and operators; robots for inspection and cleaning; environmental sensors to measure oxygen, temperature, and currents; echosounders that send out acoustic signals to track where the fish are; and cameras to help estimate biomass and fine-tune feeding. “Feeding is a huge challenge,” he notes. “Feed is the largest cost, by far, so optimizing feeding leads to a very significant decrease in your cost.”
During the internship, Devoe focused on a project that uses AI for fish feeding optimization. “I try to look at the different features of the farm — so maybe how big the fish are, or how cold the water is … and use that to try to give the farmers an optimal feeding amount for the best outcomes, while also saving money on feed,” he explains. “It was good to learn some more machine learning techniques and just get better at that on a real-world project.”
In the same lab, Tang worked on the simulation of an underwater vehicle-manipulator system to navigate farms and repair damage on cage nets with a robotic arm. Ohrem says there are thousands of aquaculture robots operating in Norway today. “The scale is huge,” he says. “You can’t have 8,000 people controlling 8,000 robots — that’s not economically or practically feasible. So the level of autonomy in all of these robots needs to be increased.”
The collaboration between MIT and SINTEF Ocean began in 2023 when MIT Sea Grant hosted Eleni Kelasidi, a visiting research scientist from the ACE-Robotic Lab. Kelasidi collaborated with MIT Sea Grant director Michael Triantafyllou and professor of mechanical engineering Themistoklis Sapsis developing controllers, models, and underwater vehicles for aquaculture, while also investigating fish-machine interactions.
“We have had a long and fruitful collaboration with the Norwegian University of Science and Technology (NTNU) and SINTEF, which continues with important efforts such as the aquaculture project with Dr. Kelasidi,” Triantafyllou says. “Norway is at the forefront of offshore aquaculture and MIT Sea Grant is investing in this field, so we anticipate great results from the collaboration.”
Kelasidi, who is now a professor at NTNU, also leads the Field Robotics Lab, focusing on developing resilient robotic systems to operate in very complex and harsh environments. “Aquaculture is one of the most challenging field domains we can demonstrate any autonomous solutions, because everything is moving,” she says. Kelasidi describes aquaculture as a deeply interdisciplinary field, requiring more students with backgrounds both in biology and technology. “We cannot develop technologies that are applied for industries where we don’t have biological components,” she explains, “and then apply them somewhere where we have a live fish or other live organisms.”
Ohrem affirms that maintaining fish welfare is the primary driver for researchers and companies operating in aquaculture, especially as the industry continues to grow. “So the big question is,” he says, “how can you ensure that?” SINTEF Ocean has four research licenses for farming fish, which they operate through a collaboration with SalMar, the second-largest salmon farmer in the world. The students had the opportunity to visit one of the industrial-scale farms, Singsholmen, on the island of Hitra. The farm has 10 large, round net pens about 50 meters across that extend deep below the surface, each holding up to 200,000 salmon. “I got to physically touch the nets and see how the [robotic] arm might be able to fix the net,” says Tang.
Kelasidi emphasizes that the information gained in the field cannot be learned from the office or lab. “That opens up and makes you realize, what is the scale of the challenges, or the scale of the facilities,” she says. She also highlights the importance of international and institutional collaboration to advance this field of research and develop more resilient robotic systems. “We need to try to target that problem, and let’s solve it together.”
MIT Sea Grant and the MIT-Scandinavia MISTI program are currently recruiting a new cohort of four MIT students to intern in Norway this summer with institutes advancing offshore farming technologies, including NTNU’s Field Robotics Lab in Trondheim. Students interested in autonomy, deep learning, simulation modeling, underwater robotic systems, and other aquaculture-related areas are encouraged to reach out to Lily Keyes at MIT Sea Grant.
Tech
Adidas Promo Codes: Up to 40% Off in January 2026
No matter how my style may change, I always consider Adidas the ultimate shoes for effortlessly cool people. With celebrity endorsements from pro athletes like David Beckham to music icons like Pharrell and Bad Bunny, Adidas has cemented itself firmly in the current zeitgeist. Although most known for classic sneaker styles like Sambas (beloved by skaters and boys I had crushes on in high school), Adidas also has always-stylish apparel, slides, running shoes, and more. WIRED has Adidas promo codes so you too can be cool—but on a budget.
Unlock 15% Adidas Promo Codes With Sign Up
Become a member of the cool kids club with Adidas membership program, adiClub. adiClub gives you free shipping, discount vouchers, and members-only exclusives. When you join, you’ll get instant benefits, points on purchases, and you can get rewards, exclusive experiences, products, vouchers, and more. Right now, when you sign up to be an adiClub member you’ll get a 15% Adidas promo code to save on a fresh pair of sneaks or athleisurewear fit.
There is more than one way to save. You can get 15% off by signing up for adiClub, either with your email, or by downloading the adidas or CONFIRMED app on your phone. After, you’ll find the 15% off welcome offer in your account under “Vouchers and Gift Cards.” Then, you’ll just need to paste it in the promo code step at checkout to save. You’ll instantly get 100 adiClub points, plus an additional 100 when you create a profile. Plus, when you sign up for the brand email newsletter, a unique promo code will be sent to your inbox to use for more savings.
Explore Adidas Coupons and 2026 Sale Deals For 60% Off Trending Shoes
As aforementioned, I think the Samba OG shoes are the most classic style you can get—I mean OG is in the name. The style gives an effortless cool vibe that’s stood the test of time. The classic Samba is now 20% off. Always-popular Campus 00s blend the skater aesthetic with contemporary tastes, making them another modern classic, starting at $66, now 40% off. The Gazelle Bold shoe comes in a bunch of fun colorways, making them a versatile choice for any stylish shoe-wearer, now on sale. Plus, you can get 40% off Handball Spezial shoes (starting at $66) and 30% off the Superstar II shoes (starting at $70).
Some of the best ways to save big are just through navigating the Adidas website—make sure you’re browsing styles under $80, and check the final clearance sale styles for up to 60% off. Plus, there are always discounts on certain colorways or materials of the same type of shoe.
Students, Military Members, and Healthcare Workers Can Unlock 30% Off at Adidas
Adidas doesn’t want your kid going back to school after holiday break with the same ol’ same ol’ and that’s why Adidas student discount gets your kid (or you, lifelong learner) 30% off full-price items with UNiDAYS online and a 15% discount in-store. Join now and verify your status with UNiDAYS. All you’ll need to do is enter the code provided from UNiDAYS during checkout, and you can get discounts of up to $1,000.
Heroic and stylish? That’s hot. The Adidas heroes discount gives thanks by giving verified medical professionals, first responders, nurses, military members, and teachers 30% off online and in-store (and 15% off at factory outlets). To redeem the heroes discount, you must complete verification through ID.me, then you’ll apply your unique discount code that will be sent to your inbox. A fireman in a pair of Sambas? Come rescue me, it’s burning up in here.
Be sure to check back regularly as we check back for more Adidas promo codes and other discounts, especially as the holiday (and shopping) season approaches oh-too-quickly.
Adidas Free Shipping Deals for adiClub and Prime Members
I’ve talked to you about all of the perks adiClub members get, but they also get free standard shipping on every order, which usually ships in 3-5 business days. With the membership, you’ll also get free returns or exchanges on any order!
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Adidas makes it easy for anyone to get the gift of great style. Adidas offers Klarna, the financing service on purchases, which allows you to pay later (in 30 days), or in 4 interest-free installments. Plus, with Klarna, you can try your order before you buy it).
There’s also the Afterpay buy option, which allows you to buy shoes now, and pay for them in four payments made every 2 weeks without any interest! This Afterpay option is eligible on any order above $50. If you’d rather pay with PayPal Pay, you can pay in 4 installments (eligible on purchases from $30 to $1,500). You can also pay over 6 weeks, starting with paying for only 25% of your order today, then the rest will be split into 3 additional payments.
Tech
Meta’s Layoffs Leave Supernatural Fitness Users in Mourning
Tencia Benavidez, a Supernatural user who lives in New Mexico, started her VR workouts during the Covid pandemic. She has been a regular user in the five years since, calling the ability to workout in VR ideal, given that she lives in a rural area where it’s hard to get to a gym or workout outside during a brutal winter. She stuck with Supernatural because of the community and the eagerness of Supernatural’s coaches.
“They seem like really authentic individuals that were not talking down to you,” Benavidez says. “There’s just something really special about those coaches.”
Meta bought Supernatural in 2022, folding it into its then-heavily invested in metaverse efforts. The purchase was not a smooth process, as it triggered a lengthy legal battle in which the US Federal Trade Commission tried to block Meta from purchasing the service due to antitrust concerns about Meta “trying to buy its way to the top” of the VR market. Meta ultimately prevailed. At the time, some Supernatural users were cautiously optimistic, hoping that big bag of Zuckerbucks could keep its workout juggernaut afloat.
“Meta fought the government to buy this thing,” Benavidez says. “All that just for them to shut it down? What was the point?”
I reached out to Meta and Supernatural, and neither responded to my requests for comment.
Waking Up to Ash and Dust
On Tuesday, Bloomberg reported that Meta has laid off more than 1,000 people across its VR and metaverse efforts. The move comes after years of the company hemorrhaging billions of dollars on its metaverse products. In addition to laying off most of the staff at Supernatural, Meta has shut down three internal VR studios that made games like Resident Evil 4 and Deadpool VR.
“If it was a bottom line thing, I think they could have charged more money,” Goff Johnson says about Supernatural. “I think people would have paid for it. This just seems unnecessarily heartless.”
There is a split in the community about who will stay and continue to pay the subscription fee, and who will leave. Supernatural still has more than 3,000 lessons available in the service, so while new content won’t be added, some feel there is plenty of content left in the library. Other users worry about how Supernatural will continue to license music from big-name bands.
“Supernatural is amazing, but I am canceling it because of this,” Chip told me. “The library is large, so there’s enough to keep you busy, but not for the same price.”
There are other VR workout experiences like FitXR or even the VR staple Beat Saber, which Supernatural cribs a lot of design concepts from. Still, they don’t hit the same bar for many of the Supernatural faithful.
“I’m going to stick it out until they turn the lights out on us,” says Stefanie Wong, a Bay Area accountant who has used Supernatural since shortly after the pandemic and has organized and attended meetup events. “It’s not the app. It’s the community and it’s the coaches that we really, really care about.”
Welcome to the New Age
I tried out Supernatural’s Together feature on Wednesday, the day after the layoffs. It’s where I met Chip and Alisa. When we could stop to catch our breath, we talked about the changes coming to the service. They had played through previous sessions hosted by Jane Fonda or playlists with a mix of music that would change regularly. It seems the final collaboration in Supernatural’s multiplayer mode will be what we played now, an artist series featuring entirely Imagine Dragons songs.
In the session, as we punched blocks while being serenaded by this shirtless dude crooning, recorded narrations from Supernatural coach Dwana Olsen chimed in to hype us up.
“Take advantage of these moments,” Olsen said as we punched away. “Use these movements to remind you of how much awesome life you have yet to live.”
Frankly, it was downright invigorating. And bittersweet. We ended another round, sweaty, huffing and puffing. Chip, Alisa, and I high-fived like crazy and readied for another round.
“Beautiful,” Alisa said. “It’s just beautiful, isn’t it?”
Tech
PSNI resorted to pen and paper after issues with ControlWorks command and control software | Computer Weekly
Unexpected problems in the Police Service of Northern Ireland’s (PSNI’s) ControlWorks software led to police having to resort to manual forms to record calls from the public soon after the software’s introduction in 2019, Computer Weekly has learned.
The force has not reported the incidents to the Northern Ireland Policing Board, which oversees the PSNI, and has not mentioned any incidents with ControlWorks in its annual reports.
While there is no legal duty to report failures with ControlWorks to the Northern Ireland Policing Board, the Policing Board has told Computer Weekly it would expect any serious incidents with ControlWorks to be reported to it.
The PSNI uses ControlWorks as part of its command and control system, for managing, logging and categorising calls received by the emergency services from the public and for dispatching police officers to incidents.
Computer Weekly has learned that the PNSI’s ControlWorks system had technical issues after it first went live in May 2019.
These included slow-downs of the system that required computer systems to be restarted or software to be patched.
On some occasions, police were forced to return to using paper forms to record incidents reported by the public after ControlWorks became unavailable. Information on the forms had to be typed back into the system when the service resumed.
ControlWorks aimed to improve response times
The PSNI announced it was using Capita Communications and Control Solutions’ ControlWorks software in 2018, replacing its 20-year-old Capita Atlas Command and Control System, which had reached the end of its life.
From February 2018, ControlWorks was installed across the PSNI’s three regional contact management centres, before going live in May 2019, but is understood to have had a series of issues during its first few months of operation.
Critical incidents, which affect force-wide availability of ControlWorks, are categorised as P1 or P2. Less serious incidents that do not require urgent remediation are categorised as P3 and P4, Computer Weekly has previously reported.
Computer Weekly understands that the PSNI runs a 24-hour help desk to deal with IT issues, and that it has the ability to escalate incidents with ControlWorks to its IT supplier.
Missing persons search
Computer Weekly understands that a “major issue” with ControlWorks may have delayed information being passed to police officers searching for missing teenager Noah Donohoe, who disappeared from his home in Belfast on 21 June 2020.
Donohoe’s disappearance sparked a massive search operation, as police reviewed hours of CCTV, and hundreds of volunteers joined the search for the vulnerable 14-year-old.
Computer Weekly has learned that on the evening of 23 June 2020, police recorded a “major issue” with ControlWorks that could have led to delays in information being passed to investigators.
Computer Weekly further understands that on the evening of 24 June, a member of the public called police to say they had seen an individual attempting to sell Donohoe’s missing laptop.
This potentially critical information was delayed in being brought to the attention of police officers investigating Donohoe’s disappearance because of a problem with ControlWorks, Computer Weekly has been told.
It is unclear exactly how long the information was delayed by and what its impact on the search for the missing teenager was. But it is understood that detectives on the case reported and noted the delay during the investigation.
The issue with ControlWorks was understood to have been reported during the live investigation at a critical time when Donohoe was missing – two days after he had gone missing, and four days before he was found dead in a Belfast storm drain.
Manchester had serious IT issues
Greater Manchester Police experienced problems when it went live with its Integrated Operational Policing System (iOPS), which included ControlWorks, in July 2019. iOps attempted to integrate Capita’s ControlWorks software with Capita’s PoliceWorks record management software used by police officers for managing day-to-day investigations and intelligence records.
An independent review found serious issues with the project. At one point, police were forced to revert to pen and paper for 72 hours while records were migrated to the new system.
“This consumed considerable time and capacity, causing a duplication of work,” the report found. “In addition, some legacy demand, which included ongoing investigations, did not successfully transfer from the old systems, so could no longer be worked on.”
Greater Manchester Police subsequently announced plans to replace PoliceWorks after concluding it could not be adapted or fixed, but it has continued to use ControlWorks.
The PSNI uses a different record management system to Manchester’s troubled PoliceWorks system. The PSNI signed a £9m contract with the Canadian company NicheRMS to deploy its Records Management System, which records information about people, locations, vehicles, incidents and evidence, in 2006.
NicheRMS keeps duplicate records of reports from the public that are recorded on ControlWorks when they are escalated as an “incident”. This means that should data be lost because of problems with ControlWorks, the PSNI would still have access to duplicate records reported by the public on NicheRMS if they have been escalated as an “incident”.
Policing Board seeks clarification from PSNI
The Northern Ireland Policing Board has confirmed that if a major system disruption or significant information or data loss occurred, the board would expect to be informed.
A spokesperson told Computer Weekly that the board’s Resources Committee, which has oversight responsibility for matters including the PSNI’s technology systems, has asked the PSNI for clarification about the issues raised by Computer Weekly.
A coroner’s inquest into the circumstances of Noah Donohoe’s death is due to begin on 19 January.
The PSNI said it would “not comment on investigative matters while legal proceedings are ongoing”.
“With regards to questions relating to ControlWorks, police can confirm that, to date, there has been no instance of major disruption which has led to data loss,” a spokesperson said.
Capita declined to comment.
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