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SandboxAQ Publishes Scientific and Technical Milestones for Cybersecurity

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– A NIST Standard for the PQC Transition: FIPS 205
– 18 peer-reviewed Publications in Cryptography, one of them best paper at Asiacrypt
– Our candidate at the NIST PQC Standardisation for Additional Signatures moves to
the second round!

PALO ALTO, Calif., Jan. 3, 2025 /PRNewswire/ — SandboxAQ today announced a series of scientific and technical milestones on Cybersecurity, collectively marking a set of significant advances in the company’s core research and product development activities. 

This has been a great year for Cybersecurity at SandboxAQ with 18 publications, raising to 45 the total number of cybersecurity peer-reviewed publications since SandboxAQ spun out of Alphabet in 2022. Sixteen of these papers are in flagship conferences.  But we had three other great successes. First, this summer NIST published FIPS 205 together with FIPS 203 and 204. The consortium behind this standard, SPHINCS+, was led by our own Andreas Hülsing, from the PQC team in R&D. Second, SDitH was accepted by NIST into the second round of the NIST PQC Standardization for Additional Signature Algorithms. And third, one of our papers obtained the best paper award in Asiacrypt, one of the three major conferences in cryptography!

“SandboxAQ’s work in advancing the scientific literature around Post Quantum Cryptography, combined with their global efforts in the related standards, are essential in helping the community prepare for the quantum threat.” Mike Brown, CEO, Polar Analysis.

But let’s dive into this year’s flagship publications. There are three flagship conferences on cryptography in the world every year (Eurocrypt, Crypto and Asiacrypt), in which the best private and public sector actors in the world scarcely publish more than one or two papers every year. 2024 started extremely well for SandboxAQ with 3 papers accepted at Eurocrypt: one showing significant attacks on one of the candidates for the current NIST Standardization on Additional Post-Quantum Signatures, a second describing the first practically feasible Oblivious Pseudo Random Functions (which are essential for advanced cryptography, e.g. anonymous credentials), and a third on polynomial commitments, an essential ingredient for Zero Knowledge Proofs.

“SandboxAQ has gathered an impressive team of cryptography researchers and engineers that has led to significant success. Beyond building an exciting cryptography discovery tool, in a short time they have made major contributions to the design and standardization of new cryptographic algorithms and protocols, with many excellent papers on advanced cryptography and digital signatures in top-tier academic publications.” Douglas Stebila, Associate Professor of cryptography, University of Waterloo, Canada.

Mid-year we learnt that once again we had made it, we had three papers at Crypto: one on a formally-verified implementation of FIPS 203 which gives very strong guarantees on the correct implementation of this essential standard for PQC, a second on the evaluation of quantum attacks against lattices, one of the main domains PQC relies on, and a third on the security of SDitH, our NIST candidate discussed above.

“We are extremely glad our candidate made it to the second round of the NIST Standardisation for Additional PQC Signatures, especially as this comes on top of the publication of FIPS 205 and of many scientific results this year. We do hope our algorithms will help companies and governments across the world on the PQC transition.”, Carlos Aguilar Melchor, Chief Scientist, Cybersecurity, SandboxAQ.

This autumn, once again we received great news with three extra papers accepted at the last flagship conference of the year, Asiacrypt: one (best paper award) on making Fully Homomorphic Encryption, a fundamental tool for privacy, faster, a second on Oblivious Pseudo Random Functions for Threshold Cryptography (e.g. as used in crypto-currency wallets), and a third on the formal verification of the proof of FIPS 205.

About SandboxAQ
‍SandboxAQ is a B2B company delivering AI solutions that address some of the world’s greatest challenges. The company’s Large Quantitative Models (LQMs) deliver critical advances in life sciences, financial services, navigation, cyber and other sectors. The company emerged from Alphabet Inc. as an independent, growth capital-backed company in 2022, funded by leading investors including T. Rowe Price, Eric Schmidt, Breyer Capital, Guggenheim Partners, Marc Benioff, Thomas Tull, Section32, and others. For more information, visit http://www.sandboxaq.com.

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Hisense Celebrates Earth Day: The Quiet Green Shift Happening Inside Households Through Smarter Appliances

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DUBAI, UAE, April 22, 2026 /PRNewswire/ — There’s something futuristic about a refrigerator that thinks for itself. Not in a science-fiction, take-over-the-world kind of way, but in the everyday miracle of a 620-litre side-by-side unit deciding, on its own, that 3am is the perfect time to run its compressor at minimal power because nobody’s opening the door anyway.

This is the green revolution that nobody talks about at climate summits. While world leaders debate carbon credits and industrial emissions, a quieter transformation is unfolding in kitchens, utility rooms, and living spaces across the UAE and beyond. It happens every time a washing machine calculates the precise amount of water needed for that half-load of towels, or when an air conditioner’s inverter technology throttles down instead of cycling on and off like an energy-guzzling metronome.

Earth Day, falling on 22 April this year, typically conjures images of tree-planting ceremonies and beach clean-ups. Worthy endeavours, certainly. But the environmental impact of what sits in your home, running twenty-four hours a day, seven days a week, fifty-two weeks a year, rarely gets the attention it deserves.

On average, washing machines use 19 gallons of water per load, and the average household runs between 5 and 6 loads per week. Based on those figures, most washers use up to 5,605 gallons of water annually . Swap that for a modern front-load unit with AI wash programs, like Hisense’s models, and that figure can drop by up to 50 percent. Multiply this across the roughly 500,000 households in Dubai alone, and we’re suddenly talking about water savings that would make a desalination plant executive weep with joy.

The same logic applies to electricity consumption, a particularly pressing concern in a region where summer temperatures regularly exceed 45°C and air conditioning is a necessity. The difference between a conventional split AC unit and one equipped with inverter technology isn’t marginal, it’s substantial enough to show up on utility bills within the first month of operation.

Intelligence as an Environmental Strategy

What makes the current generation of home appliances genuinely different isn’t just improved efficiency ratings or eco-labelling. It’s the integration of AI into the very fabric of how these machines operate.

Hisense, a brand that has positioned itself at this intersection of technology and sustainability, describes its approach as a “dual-track strategy of intelligence plus green development.” Its ConnectLife ecosystem, available on select refrigerators, washing machines, dishwashers, and air conditioners, monitors energy consumption in real-time, learns household patterns, and makes AI-driven recommendations that, over time, compound into meaningful resource savings.

A Hisense 14-place setting dishwasher with auto-wash technology, for instance, doesn’t simply run the same cycle regardless of load. It assesses soil levels and adjusts water temperature and duration accordingly. A half-load mode means running appliances at appropriate capacity rather than wasting resources on unnecessary full cycles.

Multi-airflow cooling systems that reduce temperature fluctuation and preserve food longer. No-frost technology that eliminates the energy waste of ice buildup. Inverter compressors that modulate power consumption rather than running at full throttle constantly. These technologies have existed in various forms for years. What’s changed is their integration into accessible price points and mainstream product lines, making efficient living achievable for households beyond the ultra-premium market.

The Gulf region presents a fascinating case study for domestic sustainability. Per capita energy consumption ranks among the highest globally, driven by climate control requirements, water desalination dependencies, and historically subsidised utility costs. Yet the UAE has simultaneously positioned itself as a regional leader in renewable energy investment and sustainability commitments.

This creates a unique environment where smart appliance adoption carries amplified significance. A 1.5-ton inverter split AC running across a typical Abu Dhabi summer doesn’t just save its owner money, it reduces the load on an electrical grid increasingly powered by solar and nuclear generation. The connection between individual choices and collective outcomes becomes tangible in ways that might seem abstract in milder climates.

The rise of connected appliances adds another dimension. Remote diagnostics can extend product lifespans by identifying minor issues before they become terminal failures. Software updates can improve efficiency algorithms years after purchase. Energy monitoring creates accountability loops that encourage conscious consumption patterns.

Steam wash functions on modern washing machines reduce the need for hot-water cycles while improving allergen removal. Anti-bacterial filters in air conditioning units address both health and environmental concerns simultaneously. These convergences suggest that the old tension between convenience and conscience may be resolving itself through engineering rather than requiring consumers to choose sides.

The Household as Climate Actor

There’s something democratic about domestic sustainability. Industrial emissions reductions require policy negotiations, capital investments, and coordination across complex stakeholder ecosystems. Choosing a more efficient refrigerator requires a trip to the appliance store and perhaps a slightly higher upfront cost that will recoup itself over the product’s operational lifetime.

This isn’t to diminish the necessity of systemic change, individual action cannot substitute for structural transformation. But the two approaches complement rather than compete. Households equipped with intelligent appliances consume fewer resources, place less strain on infrastructure, and model consumption patterns that cascade through communities.

The quiet green shift happening inside households won’t make headlines the way renewable energy megaprojects or electric vehicle adoption rates do. But every time that dishwasher calculates optimal water usage, every time that inverter compressor modulates instead of cycles, every time that smart refrigerator adjusts its cooling schedule based on door-opening patterns, something meaningful happens. Millions of these moments, aggregated across millions of households, compound into impact that rivals any single infrastructure project.

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Dreame Nebula NEXT Auto expands academic collaboration to accelerate AI-driven automotive innovation

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UC Berkeley engagement underscores long-term investment in autonomous systems, engineering depth and intelligent vehicle development

BERKELEY, Calif., April 22, 2026 /PRNewswire/ — Dreame Nebula NEXT Auto has deepened its engagement with leading academic institutions, including the University of California, Berkeley, as it accelerates development of AI-defined vehicles and next-generation autonomous systems. The collaboration signals a long-term commitment to advancing core technologies that will shape the future of intelligent automotive motion.

The engagement brought Nebula NEXT engineers and leadership together with Berkeley researchers specialising in autonomous control systems, AI and intelligent transportation. The sessions focused on translating advanced research into real-world vehicle systems, with particular emphasis on safety, control and full-stack AI integration.

Jake Ma, Executive of Dreame Nebula NEXT Auto, said: “We aren’t building a car. We are building a new brain for the physical world. To us, the car is the only physical mothership capable of carrying the extreme compute required by large AI models today.”

The visit forms part of a broader strategy to anchor Nebula NEXT’s development in deep technical collaboration. By working closely with academic experts, the company is strengthening its approach to autonomous driving, vehicle intelligence and system-level engineering.

Nebula NEXT builds on Dreame Technology’s foundation in precision engineering and AI-driven innovation. This heritage underpins a shift from software-defined vehicles to AI-defined vehicles, where intelligence is embedded across the entire system, from perception and decision-making to chassis and powertrain control.

The company’s technical direction centres on integrating AI into the core dynamics of how vehicles operate. This includes continuous learning systems, multi-agent architectures and high-performance computing platforms designed to support real-time decision-making in complex driving environments.

Nebula NEXT first drew global attention at CES 2026 with the debut of the Nebula NEXT 01, a four-door electric hyper-sedan concept. The vehicle delivers 1.8-second acceleration from 0 to 100 km/h, more than 2,000 horsepower and a lightweight structure built from proprietary Blue Carbon Fiber.

Momentum continued with a high-profile appearance during the Super Bowl LVIII broadcast, extending the brand’s reach across North America and reinforcing its position as an emerging force in automotive technology.

Alongside performance, the company continues to prioritise foundational innovation. Its architecture combines AI-native operating systems, zonal electrical design and high-density computing platforms to enable scalable, intelligent vehicle systems.

Nebula NEXT is now entering a phase focused on system execution, engineering depth and scalable technology development. The company will present further advances at an upcoming Silicon Valley event on 27 April 2026, where it will unveil new products and core technologies.

By combining global market momentum, academic collaboration and a focus on engineering fundamentals, Dreame Nebula NEXT is positioning itself at the centre of the transition to AI-defined mobility.

Media contact:
Li Tong, Dreame Nebula Next Auto PR head, litong2@dreame.tech
Website: https://www.dreametech.com

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Sucden Financial Enables Client Trading in Shanghai Nickel Futures

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LONDON, April 22, 2026 /PRNewswire/ — Sucden Financial, the multi-asset execution, clearing and liquidity provider, announces that clients can now trade nickel futures and options on the Shanghai Futures Exchange (SHFE), following today’s opening of the contract to international participants.

Sucden Financial offers access to SHFE through its Overseas Intermediary status and established Chinese banking relationships. Clients can manage exposure across SHFE, the London Metal Exchange (LME) and more than 20 other global commodities markets through a single account.

In addition to SHFE nickel contracts, Sucden Financial’s clients can access the following Chinese exchanges: the Shanghai International Energy Exchange, the Dalian Commodity Exchange and the Zhengzhou Commodity Exchange.

Lucy Wainman, Head of Sales (China) at Sucden Financial, said:

“We are pleased to offer clients the opportunity to trade Shanghai nickel futures and options contracts, further broadening our access to Chinese markets. This milestone reflects the hard work of our team and the long-standing relationships we have built in China. We would like to thank SHFE and Chinese regulators for their support and constructive engagement.”

Marc Bailey, CEO of Sucden Financial, said:

“Expanding our global exchange coverage to include access to onshore mainland Chinese markets supports our organic growth strategy. By adding access to SHFE, we provide clients with an extended global reach through a single account. Continued investment in technology underpins our long-term commitment to our clients, enabling them to respond quickly to changing market dynamics and capture emerging opportunities.”

About Sucden Financial

With a history and heritage in commodity futures and options trading, Sucden Financial has evolved and diversified to become a leading global multi-asset execution, clearing and liquidity provider across FX, fixed income, and commodities.

Sucden Financial has a proven track record of over 50 years in financial markets. Since its foundation in 1973, it has been supported by its parent, Sucden, one of the world’s leading soft commodity trading groups, while remaining fully independent in its day-to-day trading operations.

Sucden Financial Limited is authorised and regulated by the Financial Conduct Authority.

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