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State Farm® and MIT AgeLab Collaborate to Study What’s Driving Distraction Behind the Wheel

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Drivefulness™ research explores the human side of a nearly $100 billion roadway risk

BLOOMINGTON, Ill., Oct. 20, 2026 /PRNewswire/ — As vehicles become more connected and technology-enabled, the challenge of distracted driving is becoming more complex across the country. The question is no longer simply what distracts drivers, but understanding why people make certain choices behind the wheel and how technology may influence those decisions.

State Farm® and the MIT AgeLab are exploring those questions through a research initiative examining driver attention, distraction, and the behaviors that influence decision-making behind the wheel. Researchers have coined the term “drivefulness” to describe a state in which a driver is safe, aware, appropriately engaged, and ready to respond to the road, while being supported in having the best possible driving experience for them.

The study brings together State Farm’s decades of experience understanding crash risk, driver behavior, and the real-world consequences of distraction with MIT AWARE initiative’s multidisciplinary research expertise in transportation safety, human factors, behavioral science, and how people interact with technology.

Distracted driving carries significant human and economic consequences. According to U.S. Department of Transportation research, distraction was involved in 29% of motor vehicle crashes studied, contributing to more than 10,000 deaths, 1.3 million injuries, and an estimated $98.2 billion in economic costs.

Understanding the relationship among driver attention, distraction, and behaviors could help inform how automakers, organizations, regulators, and insurers approach roadway safety, risk prevention, and the design of future driving experiences.

“Distracted driving is not simply about whether a driver knows what is safe or unsafe. It reflects a much more complex interaction between the driver’s state, the demands of the driving environment, and the technologies that compete for or support their attention,” said Dr. Pnina Gershon of the MIT AgeLab. “With this research, we are looking beyond individual moments of distraction to understand what drivers need to be prepared, attentive, and appropriately engaged during the driving task. That allows us to think differently about safety and about how technology, information, and interventions can support drivers before, during, and after the drive.”

Dr. Gershon is the director of the MIT AWARE initiative and a co-director of the MIT Advanced Vehicle Technology Consortium. With more than two decades of research experience, she leads work at the intersection of driving safety, human behavior, health, and human-centered AI. Her research uses sensing, real-world data, and behavioral analytics to understand human states and to develop technologies and interventions that support safer, more effective interactions between people and increasingly automated systems.

Understanding the behavior behind the risk

Drivers may know distraction is dangerous, but State Farm research shows that knowledge doesn’t always change what happens behind the wheel. Sixty-eight percent of drivers admit to engaging in distracting behaviors while driving, and 44% say they have crashed or experienced a near-crash while doing so.

Perception may be part of the challenge. Sixty-two percent of drivers believe taking their eyes off the road for two or more seconds is safe, even though a two-second glance away doubles crash risk.

“Technology is changing the driving experience, creating new opportunities to better understand and support drivers,” said Jeff Legner, technology executive at State Farm. “The more we learn about how people interact with technology behind the wheel, the better positioned we are to anticipate evolving risks, improve driver experiences and explore new approaches to accident prevention. This research can help turn those insights into meaningful ways to support drivers before, during and after every drive.”

Combining real-world risk with behavioral science

State Farm has worked to address distracted driving from multiple angles, including advocating for stronger hands-free laws, supporting cross-industry safety research and advancing technology that can help drivers better understand their behavior. That work includes telematics-based tools for customers and collaboration with companies such as Cambridge Mobile Telematics to explore how technology and data can help reduce roadway risk. The MIT AgeLab brings deep expertise in understanding the human side of a rapidly changing driving environment.

The collaboration builds on an established research relationship between State Farm and MIT, including State Farm’s participation in the MIT Advanced Vehicle Technology Consortium, which studies how drivers interact with increasingly automated and technology-enabled vehicles.

First findings expected in October
The first phase of the research is focused on establishing a deeper understanding of how people perceive and manage attention behind the wheel.

Findings from the first phase of the drivefulness study are expected later in October 2026, providing an early look at what the research is uncovering about driver attention, distraction and behavior through consumer survey findings.

The findings will help inform the next phase of drivefulness research, beginning in January 2027, on how people, technology and the driving environment can work together to support safer driving.

About State Farm®
For over 100 years, the mission of State Farm has been to help people manage the risks of everyday life, recover from the unexpected and realize their dreams. State Farm Mutual Automobile Insurance Company and its affiliates are the largest providers of auto and home insurance combined in the United States. Its more than 19,200 agent offices and over 62,000 employees serve over 96 million policies and accounts – including auto, fire, life, health, commercial policies and financial services accounts. Commercial auto insurance, along with coverage for renters, business owners, boats and motorcycles, is also available. State Farm Mutual Automobile Insurance Company is the parent of the State Farm family of companies. State Farm is ranked No. 32 on the 2025 Fortune 500 list of largest companies. For more information, please visit http://www.statefarm.com.

About the AWARE initiative at the MIT AgeLab
AWARE is an MIT research initiative focused on developing intelligent vehicle systems that can better understand drivers and support them in real-world conditions. Based at the MIT AgeLab and Center for Transportation & Logistics, AWARE brings together naturalistic driving research, advanced simulation, behavioral science, and artificial intelligence to study how driver state, behavior, and context interact across the driving journey. Its research examines areas such as distraction, fatigue, impairment, workload, automation use, driver monitoring, and human-machine interaction, with the goal of moving beyond simply detecting driver behavior toward systems that can sense, interpret, respond, and promote safer and more appropriate driver engagement. Through this work, AWARE is building the evidence and methods needed to support the next generation of adaptive, human-centered mobility technologies. For more information about AWARE, visit https://ctl.mit.edu/aware-initiative, and about the AgeLab, visit https://agelab.mit.edu/.

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SOURCE State Farm

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HR Path Strengthens its Australian Presence with Strategic Acquisition of Payroll Experts Australia

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PARIS, Oct. 21, 2026 /PRNewswire/ — HR Path, a global leader in HR consulting and HRIS solutions, today announces its strategic acquisition of Payroll Experts Australia, a Brisbane-based company specialising in payroll compliance, remediation, workforce management and HR systems consulting.

Founded in 2009, Payroll Experts Australia has delivered more than 530 projects for over 260 organisations across Australia and New Zealand. Independent of any software vendor, the company supports employers across the full payroll, workforce management and HR systems lifecycle, with expertise spanning payroll compliance and audit, remediation, award and agreement interpretation, payroll processing, advisory and end-to-end systems implementation.

The acquisition strengthens HR Path’s ability to provide end-to-end HR transformation services across the ANZ market. Payroll Experts Australia’s specialist capabilities complement HR Path’s existing HRIS technology and SAP SuccessFactors expertise, enabling the combined organisation to support clients with a broader range of locally grounded services, from strategic advisory and systems implementation to payroll compliance and operational support. 

Payroll Experts Australia will continue to operate under the brand “Payroll Experts Australia, an HR Path Company”. Its leadership team and employees will remain in their current roles, ensuring continuity of service for clients while giving the business access to HR Path’s international capabilities and resources. 

The transaction builds on HR Path’s expansion in the region. HR Path has been active in Australia since 2019, following the acquisition of DDG. It opened an Australian office in 2024 and acquired RKM Consulting in 2025, strengthening its HRIS technology and SAP SuccessFactors capabilities across Australia and New Zealand.  

“The acquisition of Payroll Experts Australia, a company renowned for its expertise in payroll compliance, is a strategic move that supports our ambition to be the global reference in HR transformation,” said François Boulet, Co-founding Partner at HR Path. “Their deep knowledge and strong client relationships in Australia complement our global capabilities, enabling us to deliver even more value to our clients. This partnership is about synergy, innovation, and shared commitment to excellence.”

“We are very happy about this new chapter!” said Steve Keenaghan, Chief Executive Officer at Payroll Experts Australia. “This step opens up exciting opportunities for our team and our clients and ensures our continued growth and success. We will maintain our commitment to delivering exceptional, independent payroll expertise while exploring new possibilities within HR Path.”

Contact:

Fabienne LATOUR  Fabienne.latour@hr-path.com

 

 

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Sungrow Powers Up for All Energy Australia 2026 With New Residential Innovation and Full Ecosystem Showcase

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MELBOURNE, Australia, Oct. 21, 2026 /PRNewswire/ — Sungrow, the global leader in PV inverter and energy storage solutions, is set to make a strong return to All Energy Australia 2026, the region’s largest and most influential renewable energy exhibition. It will introduce its next-generation all-in-one residential flagship PowerHarbour, alongside a comprehensive showcase of technologies for residential, C&I, and utility-scale applications.

As Australia accelerates toward a cleaner, more resilient energy future, Sungrow’s presence at All Energy will once again serve as a central meeting point for industry leaders, installers, innovators, and policymakers. The booth will offer visitors a rich blend of product demonstrations, technical insights, interactive experiences, and opportunities to connect with Sungrow’s local engineering and sales teams.

A New Addition to Residential Energy Storage

At the upcoming All-Energy 2026, Sungrow will officially unveil PowerHarbour in Australia for the first time. It is a residential all in one solution designed to simplify energy independence for homeowners. It combines sleek design, intelligent integration, advanced safety features and a modular design that can deliver up to 120kWh of capacity. The enhanced AFCI 3.0 protection makes it one of the most flexible and homeowner‑friendly systems on the market. The result is a clean, integrated solution that empowers households to take control of their energy with confidence and ease.

C&I Solutions for Diverse Applications

The exhibition will also showcase Sungrow’s C&I portfolio, including PowerKeeper, deployed across diverse Australian environments, and the ST255CS liquid-cooled BESS cabinet, designed for applications such as microgrid stability and FCAS. Together, these solutions demonstrate Sungrow’s capabilities in delivering flexible, reliable energy storage for a wide range of commercial and industrial needs.

Utility-Scale Innovation on Display

For utility developers and EPCs, Sungrow will present a full-size PowerTitan 3.0, giving visitors a rare opportunity to see the battery container up close. Together, PowerTitan 3.0 and 1+X modular inverter demonstrate advanced energy storage, grid-forming capabilities, and flexible deployment for complex project environment. Backed by dedicated local project management, comprehensive technical support, and a growing project pipeline across Australia and New Zealand.

Visit Sungrow at Booth KK123

Sungrow invites all attendees to visit Booth KK123 at All Energy Australia 2026 to experience its latest residential, commercial, and utility‑scale innovations firsthand. Attendees can expect a vibrant and engaging atmosphere throughout the day featuring lucky draws with exciting prizes, free premium coffee, photobooth and insightful presentations. The booth promises a full day of discovery, connection, and inspiration. Sungrow looks forward to welcoming partners, customers, and renewable energy enthusiasts as we continue powering Australia’s clean energy future together.

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SOURCE Sungrow

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AglaiaSense and Leopard Imaging to Demonstrate Privacy-First AI Traffic Sensing at Smart City Expo World Congress in Barcelona

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FREMONT, Calif. and BARCELONA, Spain, Oct. 21, 2026 /PRNewswire/ — AglaiaSense and Leopard Imaging will exhibit together at Smart City Expo World Congress, November 3–5, 2026, at Fira Barcelona Gran Vía.

The two companies proposed AI-VIVA (Vision Intelligence for València and Arterials) and is selected as a finalist in the fifth urban challenge of Barcelona Innova Lab Mobility (BILM), on the application of artificial intelligence to traffic-light regulation. AI-VIVA combines AglaiaSense’s edge-AI traffic solutions with Leopard Imaging’s patented privacy architecture. At the show, the team will give a live demonstration of AglaiaSense’s signature MS500 and GS500 cameras, with the AglaiaSense AI Box, powered by NVIDIA, which adds local processing to coordinate groups of neighboring intersections.

The cameras analyze images inside the device, using the Sony IMX500 and IMX501 intelligent vision sensors. They count and classify vehicles, buses, cyclists and pedestrians in real time. Raw video is discarded on the device within 400–800 milliseconds, and only anonymous metadata is transmitted. Cities can feed that data into signal-control software to adapt traffic lights to real demand.

MS500: about 2 W average power, 1080p, powered from a standard NEMA or ZHAGA street-light socket.

GS500: about 6.5 W average, dual 4K cameras, with Ethernet, LTE Cat 4 and GPS; powered by PoE, 12–24 V DC or a NEMA adapter.

Both cameras: IP66-rated, −20 °C to +65 °C, mounted on existing poles, so no trenching or new masts are needed.

Bandwidth: more than 95% lower than CCTV-based monitoring.

“Cities want safer, smoother streets without turning every crossing into a surveillance point,” said Leon Luo, CEO of AglaiaSense. “Being named a finalist in Barcelona tells us the approach resonates.”

“Privacy has to be built into the camera, not added later,” said Bill Pu, CEO of Leopard Imaging.

AglaiaSense’s solutions are deployed across North America and Asia, and the company won first place in the Pedestrian Safety Challenge Hackathon, run by the Edge AI Foundation (formerly the tinyML Foundation) and the City of San José. In field tests, the systems achieved detection and counting accuracy above 95%. The City of Lakewood, Colorado, compared the GS500 with traditional IP cameras and LiDAR on real roads and found it more accurate, more energy-efficient, and less costly to deploy. At a high-risk crossing where pedestrians often crossed outside the crosswalk, the system alerted approaching drivers in real time.

Visit us at Pavilion 3, Level 0, Street D, Stand 71. To book a meeting, email sales@aglaiasense.com.

About AglaiaSense

AglaiaSense, is an edge-AI company specializing in privacy-first, vision-based sensing for smart cities. Its GS500 and MS500 cameras run AI on the image sensor to count and classify road users in real time and send only anonymous metadata.

About Leopard Imaging

Leopard Imaging is a global leader in high-definition embedded cameras and AI-based imaging solutions in industries including automotive, aerospace, drones, IoT, and robotics.

Media contact:

Cathy Zhao

+1 (408) 263-0988

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