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CoVar Awarded DARPA Contract to Define Ethical Standards for Future Autonomous Systems

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MCLEAN, Va., Dec. 20, 2024 /PRNewswire/ — CoVar, a leading developer of AI and machine learning solutions for the Department of Defense, has been awarded a multi-year contract with the Defense Advanced Research Projects Agency (DARPA) to support the Autonomy Standards and Ideals with Military Operational Values (ASIMOV) program. The goal of the program is to establish a framework that quantitatively measures the ethical readiness of autonomous systems, a crucial step as these systems gain widespread adoption across military and civilian sectors.

DARPA recognizes that as autonomy and AI become increasingly integrated into complex decision-making roles, it is essential to measure and validate the ethical capabilities of these technologies, not just their technical performance. ASIMOV will address this challenge by establishing a shared language for ethical autonomy, enabling the Developmental Testing/Operational Testing community to meaningfully and quantitatively assess the ethical complexity of specific military scenarios and evaluate the capability of autonomous systems to perform ethically within those scenarios. Additionally, the program will incorporate an Ethical, Legal, and Societal Implications (ELSI) group to advise participants and provide ongoing guidance throughout the project.

CoVar will be responsible for developing an ethical testing infrastructure for autonomous systems called GEARS or Gauging Ethical Autonomous Reliable Systems. GEARS will define a new mathematics of ethics by representing ethical scenarios and commander’s intent with knowledge graphs that are suitable for both human and machine understanding and from which quantifiable ethical challenge ratings of specific scenarios can be derived.

CoVar has formed a multidisciplinary team to address the challenges posed in the ASIMOV program. The team consists of Professors of Ethics, widely published authors in the fields of ethics and Artificial Intelligence/Machine Learning (AI/ML) trust, engineers and ethicists with combatant command experience, and Duality AI, whose digital twin platform, Falcon, empowers autonomous system simulation and comprehensive observable extraction.

“If this work is successful, it will represent the first quantitative ELSI-based evaluation framework suitable for testing ethics of autonomous systems,” said Dr. Pete Torrione, CTO of CoVar. “This will empower the US Department of Defense to deploy AI/ML capable autonomous systems with a clear understanding of not only the technical capabilities of the systems, but also the ethics of their behaviors.”

By participating in ASIMOV, CoVar will continue to be a leader in developing responsible AI/ML solutions for the Department of Defense and help to shape the future of testing and evaluation for ethical autonomous systems.

For more information on CoVar’s work, please visit www.covar.com. For ASIMOV specific inquiries, please contact DARPA Public Affairs, outreach@darpa.mil.

About CoVar
CoVar has over ten years of experience innovating and implementing advanced artificial intelligence and machine learning (AI/ML) solutions for defense, industrial, commercial, and medical sectors. CoVar’s research team of principal investigators are recognized subject matter experts in the field and lead teams capable of combining big-company reliability and traceability with small company agility and flexibility. The company has developed and delivered state-of-the-art implementations of advanced algorithms in easy-to-use software packages across multiple platforms and stacks. CoVar has repeatedly demonstrated the ability to provide end-to-end solutions that bring game-changing AI/ML technology to implemented software that reliably and effectively improve customer capability.

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SOURCE CoVar

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Electrolux Group to end production in Jászberény, Hungary

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STOCKHOLM, April 22, 2026 /PRNewswire/ — Electrolux Group has decided to end production at the Jászberény, Hungary factory, which manufactures built-in and freestanding refrigeration products. Production is expected to cease by the end of 2026. A restructuring charge of approximately SEK 0.6 billion, of which SEK 0.3 billion is cash related, will be reported as a negative non-recurring item affecting operating income for Region Europe, Middle East & Africa and Asia-Pacific in the second quarter of 2026.

The decision follows a review of the company’s strategy to strengthen cost competitiveness and increase agility through production footprint optimization. This is driven by the current competitive environment, which is impacted by stagnant market demand, price pressure, and increasing constraints on cost competitiveness. The planned site closure will impact approximately 600 employees.

Electrolux Group will fully meet demand for refrigeration products by leveraging existing operations as well as working with external OEM partners. The decision does not affect the local sales and marketing activities managed by the Budapest office. 

This is information that AB Electrolux is obliged to make public pursuant to the EU Market Abuse Regulation. The information was submitted for publication, through the agency of the contact person set out below, on 22-04-2026 08:30 CET.

For more information:

Ann-Sofi Jönsson, Head of Investor Relations & Sustainability Reporting, +46 73 025 1005

Maria Åkerhielm, Investor Relations Manager, +46 70 796 3856

Henry Sjölin, Investor Relations Manager, +46 76 863 51 85

Electrolux Group Press Hotline, +46 8 657 65 07

This information was brought to you by Cision http://news.cision.com

https://news.cision.com/electrolux-group/r/electrolux-group-to-end-production-in-jaszbereny–hungary,c4337676

The following files are available for download:

https://mb.cision.com/Main/1853/4337676/4051089.pdf

Press release Hungary April 22 2026 ENG final

 

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SOURCE Electrolux Group

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MediaGo and hipto Secure Another Les Cas d’Or Gold in Performance Marketing

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SAN FRANCISCO, April 22, 2026 /PRNewswire/ — Recently, MediaGo, a global intelligent advertising platform, and hipto, France’s premier lead generation specialist, won Gold in the “Content and Vertical Industries” category at the prestigious French digital marketing awards, Les Cas d’Or. Recognized for a benchmark performance marketing campaign in the health insurance sector, this award—voted on by over 40 brand marketing directors—serves as further authoritative validation of MediaGo’s technical prowess and service capabilities in the European market.

Following previous wins of Gold in the Native Advertising category and Bronze in the Banking & Insurance Acquisition category, this latest industry honor marks another significant milestone. It underscores that MediaGo’s localized native advertising capabilities, along with its ability to apply deep learning technologies in complex user acquisition scenarios across France and Europe, have earned high acclaim from both the market and industry experts, cementing its position at the forefront of the industry.

The French health insurance market is highly competitive and saturated. Local advertisers have long relied heavily on search and social media channels, resulting in persistently high CPAs and significant traffic inflation. Addressing these industry pain points, MediaGo and hipto collaborated to pioneer a new growth trajectory, establishing the open web as the third core acquisition pillar alongside search and social. By leveraging premium local news and information publishers in France, they seamlessly integrated native ads into media environments, providing the insurance sector with a scalable, replicable growth blueprint to effectively counter traffic inflation.

This award-winning campaign focused on scaling the acquisition of high-intent leads in the insurance sector. It successfully overcame three structural challenges inherent in traditional bidding models: reactive algorithms, high cold-start costs, and the difficulty of balancing scale with efficiency. This achievement further validates MediaGo’s strong operational capabilities and its innovation in native advertising within the French market.

Powered by five deep learning models and the newly upgraded SmartBid 3.0, MediaGo precisely predicts the conversion probability of each ad impression in real time. Paired with hipto’s high-frequency creative iterations (3–5 times per week), MediaGo continuously identifies high-potential audience clusters, further enhancing targeting precision. In addition, SmartBid 3.0’s unique “global learning” mechanism reduced the cold start learning cycle for new campaigns by 50%. This partnership enabled campaigns to achieve stable monetization from day one.

By utilizing SmartBid 3.0’s MaxCV mode, hipto’s campaigns achieved a dual breakthrough in both scale and efficiency. Data shows an immediate 32% uplift in monthly conversion volume and a threefold increase in lead volumes over the longer term, successfully expanding market share within a saturated vertical. Additionally, native ad CTR surpassed the industry benchmark by 53%, demonstrating the platform’s ability to precisely target high-intent users. Notably, even with a 48% increase in mobile budget allocation, CPA decreased by 2.6%, proving that volume scaling and margin preservation can coexist.

Leo Ye, Head of Partnerships at MediaGo, stated: “Winning the Les Cas d’Or Gold for Performance Marketing is a strong endorsement of MediaGo’s technical strength and localized service capabilities. We remain committed to a performance-driven, advertiser-centric approach, deepening our footprint in the French market to help advertisers break through growth bottlenecks in a saturated landscape.”

Looking ahead, MediaGo will continue to deepen its presence in Europe. With deep learning at its core, the platform aims to continuously enhance its native advertising capabilities and localized operations, delivering tangible value to global advertisers and empowering partners to achieve high-quality, sustainable business growth in complex market environments.

About MediaGo

MediaGo is a leading intelligent advertising platform. Based on deep learning algorithms, MediaGo empowers businesses of all scales, creating tangible value for companies. With 12 operational centers worldwide, MediaGo has successfully provided localized and comprehensive business growth services to over 10,000 partners.

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Dandelion Civilization launches a Human Intelligence Platform to make talent risk visible before it becomes expensive

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New Human Intelligence Platform helps employers assess role fit, team dynamics, and early behavioral risk to avoid costly talent decisions.

AMSTERDAM, April 22, 2026 /PRNewswire/ — Dandelion Civilization today announced the launch of its Human Intelligence Platform at HR Tech Europe 2026, introducing a new approach to talent management and workforce decision-making, built around behavioral intelligence rather than instinct alone.

The launch addresses a problem many organizations already understand but still struggle to solve. Talent mis-matches are expensive, early misalignment is difficult to correct, and quality of hire remains hard to improve because the real consequences often appear months after a decision is made. Industry estimates frequently place the total cost of hiring a new employee at several times the position’s salary, especially when poor fit leads to replacement, lost productivity, and disruption.

While much of the HR technology market has focused on the hiring stage itself, Dandelion Civilization is taking a different route. The platform is designed to help employers understand how people are likely to perform in real conditions by revealing how they think, act, and interact across hiring, team development, and workforce risk.

At the core of the platform is a behavioral intelligence layer that creates continuous, evolving profiles of individuals and teams. Rather than relying only on CVs, interviews, or static questionnaires, Dandelion Civilization uses behavioral simulations to surface signals around decision making, collaboration, pressure response, and alignment. According to the company’s launch materials, the product is built around three core areas: hiring intelligence, team dynamics, and behavioral risk. It is designed to support decisions before day one, strengthen visibility into how individuals affect team performance, and identify patterns that may point to conflict, disengagement, or misalignment before those issues damage business outcomes.

“We are not creating another assessment tool,” said Dmitry Zaytsev, Founder and CEO of Dandelion Civilization. “We are building the infrastructure for better talent decisions. Companies often discover the true cost of misalignment too late, when trust weakens, performance slips, or the hiring process has to begin again. We want to make those signals visible earlier, when organizations can still act on them.”

The company says the platform is designed to fit into existing workflows without technical friction. Employers send a link, candidates complete an online simulation, and talent teams receive a decision-ready report. The launch deck states that the simulation takes around 20 to 40 minutes, requires no integration, and works in any browser.

While the platform begins with hiring, Dandelion Civilization is positioning the launch as the first step toward a broader layer of human capital intelligence that can support team design, talent development, and earlier visibility into people related risk over time.

About Dandelion Civilization
Dandelion Civilization is building a Human Intelligence Platform that helps organizations understand how people think, act, and interact across the employment lifecycle. Using behavioral simulations and digital profiling, the platform supports hiring, team development, and earlier visibility into workforce risk. Its launch materials describe the product as a system designed to reduce talent blind spots and reveal behavior beyond profiles.

 

 

 

 

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