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SandboxAQ Launches AQPotency, Bringing Ultrafast Virtual Screening to Drug Discovery Without a Solved Protein Structure

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PALO ALTO, Calif., Aug. 19, 2026 /PRNewswire/ — SandboxAQ today announced the general availability of AQPotency, its Large Quantitative Model (LQM) for predicting how well a potential drug will work, now available on Claude via Model Context Protocol (MCP). For any disease target, AQPotency scores how strongly candidate molecules are likely to act on it, and it does this without the expensive, time-consuming lab work that older methods depend on. Drug discovery teams can now rank enormous libraries of molecules by computer in seconds, then spend their limited lab budgets only on the candidates most likely to succeed.

Early drug discovery is a high-stakes guessing game. Teams have to decide which molecules to test in the lab, and a wrong call can cost months of work and significant expense. The established computer methods for narrowing the field are slow and costly to run, and they only work when scientists already have a detailed structural map of the disease target. Many of the most valuable targets have no such map, so those methods never reach them, and promising programs stall before they start.

AQPotency clears that roadblock. It runs on ordinary computing hardware, ranks pairs of molecules and targets in seconds, and costs as little as $1 per 1,000 comparisons. For every prediction, it also reports how confident it is and whether the target falls within the range where the model performs reliably. Older tools give scientists a single score with no sense of its reliability. AQPotency tells them not only what it predicts, but when they can trust it, which makes the results something teams can act on.

AQPotency also works in the other direction. Starting with a single promising molecule, it scans a broad panel of proteins across the body and returns a ranked list of the ones it is most likely to act on. When a molecule shows a useful effect but no one yet knows why, this gives research teams a focused set of leads to test.

“SandboxAQ’s models have been very impactful for our work as we develop new treatments for Parkinson’s,” said Professor Dario R. Alessi, OBE, FMedSci, FRS, Director of the MRC Protein Phosphorylation Unit at the University of Dundee. “These models enable us to explore a much larger biochemical space in a short timeframe and improve both activity and selectivity. SandboxAQ’s unique datasets and models stand out in the industry for their impact.”

“This collaboration with SandboxAQ highlights the power of combining advanced AI-enabled discovery with rigorous experimental validation to unlock novel opportunities against historically difficult membrane targets. By identifying selective SV2C binders from a broad commercial library, the work establishes a compelling foundation for the development of first-in-class small-molecule tools and future therapeutics aimed at Parkinson’s disease and other disorders of dopaminergic signaling,” said Dr. Gary W. Miller the Adrienne Block Professor of Environmental Health Sciences and the Vice Dean for Research Strategy and Innovation at the Columbia University Mailman School of Public Health.

Andrea Bortolato, Vice President of Drug Discovery, at SandboxAQ, said: “AQPotency has given us and our customers a faster, scalable and reliable way to prioritize compounds in the workflows we already run, without needing a 3D crystal structure of the target. This opens up programs that structure-based methods simply couldn’t reach. The confidence intervals make the output actionable for biopharma companies, and the model has already been successfully used in eight customer programs with experimentally validated impact.”

“What’s compelling about AQPotency is that it makes high-value discovery decisions faster and more practical,” said Robin Roehm, CEO and Co-Founder at Apheris, which offers federated data and AI networks for life science companies. “Researchers can prioritize the most promising compounds with greater confidence, focus experimental resources where they matter most, and expand discovery efforts to targets that have traditionally been harder to pursue.”

AQPotency is generally available today through Claude via MCP and SandboxAQ’s website, with availability on Google Cloud’s Marketplace to follow. Its general availability is paired with the GA on Claude and Claude Science of a second LQM, AQCat Adsorption Spin, for catalyst discovery.

About SandboxAQ

SandboxAQ is a B2B company delivering solutions at the intersection of AI and quantum techniques. The company’s Large Quantitative Models deliver critical advances in life sciences, financial services, navigation, and other sectors. SandboxAQ is an independent, growth backed company funded by leading investors and strategic partners including funds and accounts advised by T. Rowe Price Associates, Inc., Google, Alger, IQT, US Innovative Technology Fund, S32, Paladin Capital, BNP Paribas, Eric Schmidt, Breyer Capital, Ray Dalio, Marc Benioff, Thomas Tull, and others. For more information, visit www.sandboxaq.com.

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LiLic Sidecar Debuts at YOTTA 2026 as Vision Group Showcases New Power Solutions for AI Infrastructure

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LAS VEGAS and NEW YORK, Oct. 4, 2026 /PRNewswire/ — Vision Group showcased its portfolio of AI data center (AIDC) power and energy storage products at YOTTA 2026 in Las Vegas on September 29–30, marking the first public appearance of LiLic Sidecar. Addressing the growing need for high-power delivery, flexible backup power, and integrated backup and energy storage, the company presented LiLic Sidecar, its high-voltage direct current (HVDC) power solution, battery backup units (BBU), and battery energy storage systems (BESS). Together, these solutions demonstrate a multilayered portfolio spanning battery backup, high-voltage DC power, and energy storage applications.

As AI infrastructure moves toward higher power densities, power systems must do more than provide protection during outages. They must also accommodate rapidly changing loads while addressing space utilization, power efficiency, and deployment timelines. At YOTTA 2026, Vision Group presented new products and system solutions designed to meet these requirements, bringing its technologies across battery cells, backup power equipment, and power supply and distribution systems to the global data center community.

LiLic Sidecar: Combining Transient Power Support with Sustained Backup

A key highlight of Vision Group’s exhibit, LiLic Sidecar is designed for high-power-density AI data centers. It connects directly to an 800V DC busbar (±400V) and is compatible with the OCP ORV4 open rack standard, offering a new backup power option for high-voltage DC architectures.

To address both frequent AI load fluctuations and power interruptions, LiLic Sidecar uses a hybrid cell design that combines the pulse-cycling characteristics of lithium-ion capacitors (LIC) with the backup capabilities of lithium iron phosphate (LFP) batteries. It integrates power fluctuation smoothing and short-duration backup within a single system. In a five-module operating configuration, each cabinet delivers 1MW of rated discharge power and at least 60 seconds of backup at a 1MW load, providing reserve energy for high-power compute racks.

LiLic Sidecar features an All-in-One design that integrates power functions associated with CBU and BBU systems. By addressing requirements across multiple timescales—from transient response to short-duration backup—it reduces the space required for separately deployed equipment. Its integrated battery management system (BMS) and DC/DC design further reduces external connectors and cable interconnection points, simplifying system connections. Hot-swappable modules facilitate maintenance and replacement.

For thermal management, the product combines immersion cooling with cold-plate cooling. An electrically insulating, flame-retardant immersion coolant works alongside cold plates to address electrical safety and heat dissipation requirements in high-voltage environments. This hybrid liquid-cooling approach improves temperature uniformity across cells and supports stable system operation.

Discussing the innovation behind LiLic Sidecar, Tom Qin, Vice President of Strategy and Business Management at Vision Group, said in an interview: “This is more than a product. It represents a new path for Vision Group to redefine AIDC backup power architecture.”

This approach reflects the company’s efforts to jointly optimize power response, backup capability, and system integration around the operating characteristics of AI loads.

From Backup Power to Campus Energy: Matching Solutions to Different Deployment Needs

Vision Group also showcased HVDC, BBU, and BESS solutions to address power and energy storage requirements at different levels, giving customers multiple options for architecture selection, project deployment, and operational management.

HVDC: Supporting 800V Power Architectures

Vision Group’s HVDC solution uses an 800V high-voltage DC architecture to address AI data centers’ demand for efficient power delivery. The solution has been deployed at a hyperscale AI data center in Ulanqab, providing practical project experience to support further deployment of the company’s high-voltage DC energy storage and backup power systems.

BBU: Bringing Backup Power Closer to the Load

Battery backup units extend power protection to the load side. The 72kW BBU presented at the event features a compact 2RU design and a 5+1 redundant architecture, delivering high-density backup power within a limited footprint. It also incorporates three levels of fire safety protection—at the cell, module, and system levels—to provide multilayered safeguards for backup power deployed close to computing loads.

BESS: Extending Energy Value Beyond Backup

Vision Group’s BESS portfolio includes 5.015MWh and 6.48MWh liquid-cooled battery energy storage containers, as well as a 215kWh immersion-cooled battery energy storage cabinet, addressing energy storage needs at different scales. Where backup capacity and operating requirements are met, available surplus capacity can support peak shaving and valley filling, extending the value of integrated backup power and energy storage.

Safety and Reliability as the Foundation for High-Density Computing

During an industry media interview at the event, Tom Qin emphasized: “In AI data centers, high power density is important, but safety and reliability will always be Vision Group’s first principle.”

He noted that the highly dynamic nature of AI loads places greater demands on the long-term stability of power systems, making safety essential throughout the product lifecycle.

Citing the large-scale indoor fire test of Vision Group’s REVO 3.0 lithium battery system for UPS applications, Qin described the company’s approach to validating system-level safety under extreme conditions. From fire testing to the BBU’s multilayered fire protection, Vision Group incorporates safety requirements into both product design and validation to support continuous, stable power delivery in high-density data centers.

Strengthening Its North American Presence with Global Delivery Capabilities

Beyond product innovation, global delivery and localized service were also key topics in the interview.

“North America is a strategic market for Vision Group and will be a key focus of our future efforts,” Tom Qin said.

Serving global cloud providers and data center operators, Vision Group will continue to strengthen its technological innovation, delivery, and service capabilities while deepening collaboration with industry partners.

Founded in 1994, Vision Group has built extensive experience in backup power, with a business presence spanning more than 100 countries and regions. Supported by manufacturing facilities in Vietnam and other locations, together with its overseas service network, the company provides delivery, compliance certification, and after-sales support. It also maintains collaborations with companies including Eaton, Vertiv, Schneider Electric, and Delta to align its products and solutions with customers’ practical application requirements.

From the debut of LiLic Sidecar to its multilayered HVDC, BBU, and BESS portfolio, Vision Group is advancing its “All in AIDC” strategy by expanding from individual backup power products to integrated power supply and distribution solutions. Its appearance at YOTTA 2026 highlighted the company’s AIDC technologies and product portfolio while providing an opportunity to deepen engagement in North America and expand collaboration across the global industry ecosystem.

To learn more about LiLic Sidecar and Vision Group’s AIDC power solutions, contact the Vision Group team to discuss power supply and backup configurations tailored to your project.

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Green Coast Roofing and Solar Marks More Than Five Decades of Family-Owned Roofing in Southwest Florida

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Naples roofer founded in 1972 now holds three Florida state contractor licenses and has completed more than 3,000 roofs in the past three years

NAPLES, Fla., Oct. 4, 2026 /PRNewswire-PRWeb/ — Green Coast Roofing and Solar, a family-owned roofing and solar contractor serving Southwest Florida since 1972, today announced the launch of its redesigned website at gogreencoast.com, alongside a look back at the values that have carried the company through 54 years and multiple major hurricanes.

“We combine old-school family values with modern technology. Our job is to protect Southwest Florida homes and businesses for generations, the same way my dad did.”

Brian Sujevich is a second-generation contractor in Naples whose business is built on a solid foundation of hard work, good ethics, and old-school principles. He grew up in the trade, spending weekends and summers on job sites before earning a degree in construction management from the University of North Florida. Family-run and operated for more than 50 years, the company continues to bring that same commitment to every project.

“I always knew I wanted to run my own business one day,” said Sujevich. “Now I get to live that dream every day here in Naples. With two kids of my own, I’m passing down the same principles that built this company so they’ll be ready to carry it forward too.”

Green Coast holds three Florida state contractor licenses — Roofing Contractor, General Contractor, and Solar Contractor — a combination few companies in the region can match. That triple licensure allows the company to handle roof replacements, storm damage repairs, and solar installations under one roof, without subcontracting critical work.

In the past three years alone, Green Coast has completed more than 3,000 roofs across Naples, Bonita Springs, Fort Myers, and surrounding communities, including significant storm-recovery work following Hurricane Ian in 2022.

“We combine old-school family values with modern technology,” Sujevich said. “Our job is to protect Southwest Florida homes and businesses for generations, the same way my dad did.”

The new gogreencoast.com offers detailed information on residential and commercial roofing, roof repair, and metal roofing services, along with a simple way for homeowners to request an estimate.

About Green Coast Roofing and Solar

Green Coast Roofing and Solar is a family-owned, Naples-based roofing and solar contractor founded in 1972. Licensed by the State of Florida as a Roofing, General, and Solar Contractor, the company serves residential and commercial clients throughout Southwest Florida. Learn more at gogreencoast.com or call 239-244-1359.

Media Contact

Brian Sujevich, Green Coast Roofing and Solar, 1 239-244-1359, brian@gogreencoast.com, https://gogreencoast.com

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Monster Energy’s Payton Talbott Defeats Deiveson Figueiredo at UFC 332

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Rising Bantamweight Talent Talbott Secures First-Round TKO Victory Over Brazilian MMA Icon, Earns $25,000 Finish Bonus30-Year-Old Esteban Ribovics from Argentina Stops King Green in Round 1 34-Year-Old Johnny Walker from Brazil Earns First-Round KO Victory over Mick Parkin in Heavyweight Division Debut, Receives $100,000 Performance of the Night Bonus

SALT LAKE CITY, Oct. 4, 2026 /PRNewswire/ — Big night in SLC! Monster Energy congratulates MMA athlete Payton Talbott on defeating Deiveson Figueiredo at UFC 332 in Salt Lake City, Utah, on Saturday night. In the Co-Main Event fight contested in the bantamweight division, the 28-year-old from Reno, Nevada, earned a thundering first-round TKO victory over the former UFC world champion. Talbot also received a $25,000 Finish Bonus for his stoppage victory.

Also on the Main Card, 30-year-old Esteban Ribovics from Tartagal, Argentina, stopped his Monster Energy teammate, 40-year-old Bobby “King” Green from San Bernardino, California, via TKO in the first round of their catchweight matchup. In the night’s Early Prelims, 34-year-old Johnny Walker from Rio Branco, Brazil, earned a dominant first-round KO victory over Mick Parkin in his heavyweight division debut. Walker also took home a $100,000 Performance of the Night Bonus for the brutal finish.

UFC 332: Silva vs. Wang was contested in front of a live crowd inside Delta Center in Salt Lake City. Featuring a total of five bouts on the Main Card and nine Prelims matchups, UFC 332 was broadcast live on Paramount+.

In Saturday night’s Co-Main Event fight, Monster Energy’s Talbott (12-1), came to Salt Lake City looking to score the biggest career win of his young UFC tenure. Talbott was riding a two-win streak after most recently defeating former two-division champion Henry Cejudo via unanimous decision at UFC 323 in December 2025.

Talbott’s opponent, Brazilian MMA icon Figueiredo (25-8-1), stepped into the Octagon to get back in the victory column after most recently suffering a submission loss against Song Yadong at a UFC Fight Night in May 2026. Now the former two-time UFC Flyweight Champion presented the biggest challenge to date for rising prospect Talbott.

Talbott started the fight in attack mode, pursuing the Brazilian and finding openings for heavy shots that landed. In a flurry of punches, Talbott landed a straight right hand that sent Figueiredo to the mat, although he immediately recovered. But it was a losing battle…

In another key scene, Talbott took Figueiredo down with a knee to the head, but the Brazilian survived by engaging in a body lock to slow the pace. Then it was all over as Talbott broke from the clinch to overwhelm Figueiredo again with one-two combos and punches from above until the Brazilian was left defenseless. At 2:09 of Round 1, referee Jason Herzog stopped the contest, pronouncing Talbott as the winner by TKO.

“Extremely happy,” said Monster Energy’s Talbott after securing the TKO win at UFC 332, adding: “I just mopped the floor with two champions back-to-back. And I want another one! Sean O’Malley, you can’t run forever! Give the people what they want.” Stay tuned for more from Talbott!

Earlier on the Main Card, two Monster Energy teammates faced off in a highly anticipated matchup. Argentinian knockout artist Ribovics (17-3) was riding high off a devastating second-round TKO victory over UFC veteran Edson Barboza at UFC 330 in August 2026. Nicknamed “El Gringo,” the Argentinian lightweight arrived at UFC 332 looking to climb into the lightweight top 15 with another signature performance.

Ribovics faced fellow Monster Energy athlete and lightweight division veteran Green (36-18-1), currently on a four-fight victory streak. Most recently, “King Green” earned a Performance of the Night bonus for a buzzer-beating first-round stoppage of Terrance McKinney at UFC 329 in July. The fight between Green and Ribovics had to be contested at catchweight after Ribovics missed weight at the ceremonial weigh-ins, adding to the pre-fight anticipation.

The fight opened at a fast pace as both fighters clashed in the middle of the Octagon, trading low kicks. Ribovics fired off quick combos and stung Green with a precise left hand early in the round. Setting the tempo, Ribovics kept the pressure on and landed a knee to the body before Green slowed the action by initiating a clinch.

With Green staying loose and attacking from a distance, Ribovics shot forward but absorbed a right jab to the face. The fight then unraveled as Ribovics dropped Green with a heavy left hook. Although Green recovered to his feet, Ribovics instantly kept raining combos and once again floored Green with another harsh left.

Although Green came back to his feet, Ribovics connected with another left that sent his opponent to the canvas a third time within moments. Having seen enough, referee Herb Dean stepped in to stop the fight at 4:08 of Round 1 with Ribovics as the winner by TKO.

“I love you, SLC. Sorry I missed weight! I don’t want to be the guy. Next time I’m going to be more professional,” said Monster Energy’s Ribovics upon winning at UFC 332. “I train hard every day to bring violence to the Octagon.”

Speaking of violence, there was one more first-round finish for the team at UFC 332. In the Early Prelims, Monster Energy’s Walker (23-10) came to Salt Lake City making his official heavyweight debut after a decorated career in the Light Heavyweight division. Walker earned a reputation as one of the UFC’s most exciting knockout artists at 205 pounds and was looking for a fresh start after losing his last Light Heavyweight bout to Dominick Reyes at UFC 327 in April.

Walker’s opponent, Mick Parkin (10-2), stepped into the Octagon as one of the UFC’s most promising heavyweight prospects. The British grappling expert came to UFC 332 looking for redemption after suffering his first career loss in his most recent fight against Marcin Tybura at UFC London in March 2025. But he had to get past Walker to make it happen!

The heavyweight showdown opened with Walker setting the tone from the opening bell, pressing the action with his signature striking and heavy hands. Then it was over really quickly! As Parkin closed the distance and engaged Walker in a clinch, the Brazilian asserted his dominance with a fast elbow followed by two consecutive knees that sent the British prospect crashing to the canvas. Game over! With Parkin unable to recover, the referee stepped in to end the fight at 3:35 of the opening round, awarding Walker the KO victory in his heavyweight debut.

“I don’t think there’s any heavyweight that can fight like me,” said Monster Energy’s Walker after his win at UFC 332.

Back in the winner’s circle, Walker just made a resounding statement about his future in the Heavyweight division, where his signature knockout power makes him an immediate threat. Stay tuned!

Download Photo Assets Here.

Monster Energy’s elite UFC athletes include Alex Pereira, Dricus Du Plessis, Merab Dvalishvili, Valentina Shevchenko, Weili Zhang, Marlon Vera, Justin Gaethje, Brandon Moreno, Johnny Walker, Sean Strickland, Dan Ige, Diego Lopes, Daniel Zellhuber, Derrick Lewis, Alexa Grasso, Raul Rosas Jr., Tatsuro Taira, Shara Magomedov, Maycee Barber, Aaron Pico, Jasmine Jasudavicius, Kayla Harrison, Malcolm Wellmaker, Mansur Abdul-Malik, Manuel Torres, Joshua Van, Reinier de Ridder, Alessandro Costa, Esteban Ribovics, Youssef Zalal, Jiri Prochazka, Manel Kape, Payton Talbott, Jalin Turner, Mackenzie Dern, Mikey Musumeci, Tommy McMillen, and Bobby Green.

For more on Monster Energy’s MMA athletes, visit www.monsterenergy.com. Follow Monster Energy on YouTube, Facebook, Instagram, X, and TikTok. For interview or photo requests, contact Kim Dresser.

About Monster Energy
Based in Corona, California, Monster Energy is the leading marketer of energy drinks and alternative beverages. Refusing to acknowledge the traditional, Monster Energy supports the scene and sport. Whether motocross, off-road, NASCAR, MMA, BMX, surf, snowboard, ski, skateboard, or the rock-and-roll lifestyle, Monster Energy is a brand that believes in authenticity and the core of what its athletes and musicians represent. More than a drink, it’s the way of life lived by athletes, bands, believers, and fans. See more about Monster Energy, including all of its drinks, at www.monsterenergy.com.

CONTACT: Kim Dresser C: (949) 300-5546 E: kim.dresser@indiepragency.com

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SOURCE Monster Energy

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