Technology
A Colorado Father’s Tragedy Drives Innovative AI Technology to Transform Pregnancy Care
In the basement of his Colorado home, Robert Bunn types commands into a computer he built himself. “Looks like everything is running great,” he said, showcasing a blend of pride and relief. Bunn, with a hint of humor, acknowledges that his setup at his house in Littleton is a bit of a cliché. “What respectable startup hasn’t started in a basement?” he jokes, infusing a light-hearted touch into the earnestness of his mission.
Bunn is the founder of Ultrasound AI, a company he has dedicated over a decade to building around a transformative concept: leveraging artificial intelligence to predict when a baby will actually be born and identifying pregnancies at higher risk for premature delivery. “A lot of doctors have said this is going to completely change their clinical practice,” Bunn noted, an affirmation of the potential impact of his technology.
The technology, known as Delivery Date AI, utilizes standard ultrasound images to more accurately estimate a baby’s arrival date, moving beyond traditional due dates based solely on a 40-week gestational period. This innovative approach offers healthcare providers an earlier indicator of potential complications, allowing for timely interventions. “I did a bit of research and found the problem with premature births and miscarriages is their surprise,” Bunn explained. “By the time they’re happening, it’s too late to do anything about them. I got to thinking, if doctors had weeks or even months of warning, they might be able to change the outcome of the situation.”
Premature births are a significant concern, with one in ten babies born prematurely in Colorado each year, according to the March of Dimes. The health risks for babies born too early include serious medical complications resulting from underdeveloped organs, making preterm birth one of the leading causes of newborn mortality in the United States, as noted by the National Institutes of Health.
Delivery Date AI was trained using millions of anonymous ultrasound images from the University of Kentucky, combined with data on pregnancy durations. Over time, the system has learned to recognize patterns linked to pregnancy length, such as abnormalities in a mother’s uterus and ovaries that may indicate risks. “Now they can identify those women who would’ve been classified as low risk and get them the care they need now,” Bunn said, emphasizing the system’s role in improving patient outcomes by minimizing unexpected preterm births.
After extensive testing and fine-tuning, Delivery Date AI can predict a delivery date with a remarkably narrow margin of error—within eight days. “Which is shocking,” Bunn remarked, reflecting on the system’s accuracy. For him, this journey is deeply personal, as the loss felt during his family’s struggles to conceive adds weight to his work. “There was a lot of work. There was a lot of struggling,” he admitted, his voice quivering with emotion. “It’s actually emotional when I think about it.”
As Bunn and his wife, Nicole, navigated their journey toward parenthood, they faced multiple miscarriages, including back-to-back losses. Nicole shared, “Those losses change you. You’re not the same person afterward. You’re not calm, cool, collected, ‘this is a great pregnancy’ mom. Every single thing stresses you out and causes anxiety.” This emotional turmoil became a powerful catalyst for Robert’s work, channeling their experiences into a project that could bring hope to others.
Nicole expressed her desire for others to gain clarity and support through this technology, stating, “If more people can have access to this, they can have those clear answers or at least guidance as to what could be causing it.” The adoption of Delivery Date AI has already begun, finding applications in parts of South America. Recently, the U.S. Food and Drug Administration approved the technology for use in the United States, marking a significant milestone in its development.
Bunn frequently stresses that his tool is designed to support, not replace, doctors. “Any way AI can help expand the capabilities of doctors and make them more efficient, I think benefits all of us health-wise,” he remarked. This innovative technology could be especially beneficial in rural areas—often referred to as medical deserts—where access to obstetric care is limited. With more accurate delivery predictions, doctors can ensure timely care for pregnant patients, improving their chances of successful outcomes.
“Especially in Colorado, where there are a lot of rural areas, we can make sure these women are getting the care they need and are where they need to be when they need to be there,” Bunn said, highlighting the critical role of their technology in underserved communities. Today, Robert and Nicole are parents to five healthy children, and they view the ongoing work and advancements made by Ultrasound AI as a way to honor their past losses.
“I think there’s a little relief in knowing my pain maybe doesn’t have to be everyone else’s pain in the future,” Nicole shared. Robert echoed her sentiments: “Sometimes that past is what’s necessary to make you try to change the future, and how the future plays out.”
Technology
Citrix Enhances DaaS Offerings Through Numecent Acquisition
Citrix Acquires Numecent: A Game-Changer in Application Delivery
Citrix has recently announced the completion of its acquisition of Numecent, a notable player in enterprise application delivery and container management. This strategic move is poised to significantly enhance Citrix’s offerings in the cloud software arena, particularly in the realm of Desktop as a Service (DaaS). By incorporating Numecent’s innovative solutions, Citrix aims to simplify cloud-based application delivery across Windows environments, alleviating common pain points associated with traditional app management.
Enhanced DaaS Capabilities
With the acquisition of Numecent, Citrix boosts its DaaS capabilities, which are integral to modern enterprise operations. The goal is to streamline application management while cutting costs related to complex traditional app packaging and image management. As organizations increasingly migrate to cloud solutions, having robust DaaS capabilities is becoming essential to ensure seamless application delivery.
Numecent’s Innovative Solutions
Numecent brings to the table its cloud-based technologies, notably Cloudpaging and Cloudpager. These tools revolutionize how applications are delivered and managed across both physical and virtual Windows environments.
Cloudpaging
At the heart of Numecent’s offering is Cloudpaging, a patented technology that packages Windows applications into isolated containers. This allows applications to be streamed on-demand to Windows endpoints, eliminating the need for traditional installation processes or modifications to the base image. This on-demand approach significantly reduces the administrative burden on IT teams, allowing them to focus on more critical tasks.
Cloudpager
Complementing Cloudpaging, Cloudpager serves as a cloud management console enabling IT administrators to manage app assignments, push updates, roll back releases, and track usage metrics across various Windows endpoints. This streamlining of application management tasks can ultimately free up valuable time for IT professionals, enabling them to focus more on strategic initiatives.
Addressing Enterprise Challenges
Citrix recognizes that managing a Windows environment can be fraught with challenges, including bloated desktop images and application conflicts. Shawn Bass, Senior Vice President at Citrix, emphasized that application management has long been a headache for enterprise customers. Numecent’s solutions provide an elegant resolution to these issues, making it easier for IT teams to maintain and manage their software environments.
Benefits for Citrix Customers
The acquisition promises numerous enhancements for Citrix’s existing user base. By integrating Cloudpaging and Cloudpager, Citrix aims to deliver more efficient and effective application management solutions. Notable benefits include:
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Reduced Desktop Management Costs: By isolating applications from the desktop image, organizations can minimize the number and size of images they need to maintain, driving down management costs.
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Faster Update Cycles: The technology allows organizations to shorten application update cycles, facilitating rapid deployment of new features and security patches.
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Application Compatibility: Legacy and modern applications can coexist without conflict, reducing the troubleshooting burden on IT teams.
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Resilience and Recovery: In cases of ransomware attacks or site failures, Citrix users can quickly restore applications from the cloud, ensuring minimal downtime.
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Unified Management Console: IT administrators can manage applications across physical and virtual environments from a single console, improving visibility into software usage and licensing.
Integration and Support Moving Forward
Looking ahead, Citrix plans to further integrate Numecent’s technologies into its platform while ensuring support for existing physical Windows desktops and laptops that operate outside Citrix DaaS environments. This commitment to supporting current Numecent customers will be crucial as Citrix continues to enhance its service offerings.
Arthur Hitomi, CEO of Numecent, remarked that joining forces with Citrix would accelerate their mission to strengthen application resilience across enterprises. By combining their expertise, the goal is to deliver app-centric solutions capable of thriving in complex, high-scale environments.
The financial terms of this acquisition haven’t been disclosed, but the implications are clear: Citrix is preparing to redefine application management in the enterprise landscape, fostering a more agile and responsive IT environment.
Technology
NYC Schools Implement New Policy Banning AI Use for Students Through 8th Grade
New York City Schools Enact Strict Technology Policy
In an unprecedented move, nearly 600,000 public school students in New York City will soon face stringent restrictions on the use of artificial intelligence (AI) in the classroom. This policy, set to be unveiled by Mayor Zohran Mamdani and Schools Chancellor Kamar Samuels, aims to address growing concerns about the implications of technology in education as the new school year approaches.
Restrictions on AI for Younger Students
Under the new policy, generative AI tools—including chatbots, AI tutors, and instructional programs—will be completely prohibited for all students up to and including eighth grade. High school students will also face limitations, with access granted only under “restricted” conditions. This initiative marks a significant departure from policies in other school systems, positioning New York City as a leader in limiting AI’s role in early education.
Screen Time Limits for Young Learners
In addition to banning AI tools, officials are implementing strict limits on screen time for younger students. Children in preschool through second grade will not be allowed individual learning devices during class, while students in third to fifth grades will face a daily maximum of 30 minutes. Middle schoolers won’t be able to use devices for more than 45 minutes each day. This decision reflects a broader concern about the potential negative impacts of excessive screen exposure on children’s development.
Context and Rationale Behind the Policy
As the largest school system in the nation approaches the start of the school year on September 10, the announcement signifies a dramatic shift in educational technology policy. City leaders have been under pressure from parents, educators, and lawmakers who have voiced apprehensions about the integration of AI in learning environments.
Teacher Use of AI: A Different Story
While the restrictions are severe for students, the policy allows teachers to utilize approved AI tools for specific administrative and instructional purposes. These include lesson planning and transforming materials for diverse learning needs. However, the use of AI in grading, monitoring student behavior, counseling during crises, and developing individualized education plans remains strictly off-limits.
Voices of Concern: Parents and Educators
The push for this restrictive policy has been fueled by escalating anxieties among parents. Advocacy groups have called for a moratorium on AI use in schools, citing the need for safeguards to protect students from potentially harmful consequences. UFT President Michael Mulgrew has noted that many parents fear the unknowns associated with AI, emphasizing their protective instincts toward their children.
Mulgrew described AI as “a very dangerous thing,” urging schools to avoid implementing new technologies that haven’t been thoroughly vetted. This apprehension highlights the ongoing conversation about ensuring educational tools genuinely enhance learning rather than hinder it.
Critiques of AI in Education
Supporters of the restrictions argue that many AI-driven educational programs fail to provide substantial academic value. Critics contend that these resources often resemble video games, inadvertently encouraging students to avoid traditional, critical thinking methods. This viewpoint echoes prior concerns that led to New York City’s cellphone ban, which aimed to diminish distractions and enhance student engagement.
The Mayor’s Perspective
Mayor Mamdani asserted that the tech industry may promote AI in early education as both inevitable and essential. However, he and other officials are taking a more cautious approach, pushing back against the narrative that integrating AI into early education is a must-have.
Unveiling of the Policy
The formal announcement of these significant changes is scheduled for 10:30 a.m. at the Brooklyn STEAM Center in the Brooklyn Navy Yard. This event promises to set the stage for New York City’s educational landscape as it grapples with the balance of technological advancements and children’s developmental needs.
Technology
CR Extends Cybersecurity Information Sharing Law Until December
Cybersecurity Information Sharing Act: A Continuing Debate
In the complex landscape of cybersecurity, legislative measures like the Cybersecurity Information Sharing Act (CISA) of 2015 hold significant weight. Currently, Congress faces heightened urgency regarding the reauthorization of CISA, as concerns grow over cyber threats to critical infrastructure.
A Temporary Solution
Recently, Congress opted for a temporary solution by passing a continuing resolution that extends CISA 2015 through the upcoming stopgap funding period into early December. The Senate has already approved this measure, which now awaits President Donald Trump’s signature. However, the frequent short-term extensions have only intensified calls from industry leaders for a more permanent resolution.
Growing Concerns Amid Cyber Attacks
The climate of cybersecurity is shifting rapidly, fueled by advancements in artificial intelligence and a surge in cyber incidents targeting essential services such as water and wastewater systems. The urgency for a long-term reauthorization is palpable, as recent attacks have highlighted vulnerabilities that were previously underestimated.
The Role of CISA 2015
CISA is designed to provide essential privacy and liability protections, encouraging companies to share critical data about cyber threats and vulnerabilities with government agencies and each other. This collaborative framework is vital for identifying and mitigating widespread cyber threats effectively. Despite its importance, CISA has experienced lapses; it briefly expired during last fall’s government shutdown and faced uncertainties earlier this year.
Calls for a Robust Solution
Industry groups are increasingly vocal about the need for comprehensive reauthorization. Leaders from the Operational Technology Cybersecurity Coalition (OTCC) have pressured lawmakers, emphasizing that CISA’s reauthorization is crucial for preventing large-scale cyber campaigns. Tatyana Bolton, OTCC Executive Director, pointed out that the data shared under CISA allows for timely warnings to potential victims before attacks occur.
Bolton further stressed the importance of moving beyond temporary fixes, saying, “We can no longer keep doing minor extensions of CISA 2015. We must have long-term authority to operationalize actionable, timely, and relevant information.”
Legislators’ Concerns
Despite industry pressures, not all lawmakers are on board with a straightforward reauthorization. Senate Homeland Security and Governmental Affairs Committee Chairman Rand Paul (R-Ky.) has emerged as a significant roadblock. He has indicated that any reauthorization must address free speech concerns, introducing an additional layer of complexity to the negotiations.
Industry Perspectives
Industry associations have echoed the OTCC’s sentiments. In a letter advocating for a continued extension, they highlighted the necessity of government-industry collaboration to tackle evolving cybersecurity risks, particularly those associated with AI systems. The recent launch of the Treasury Department’s AI cybersecurity clearinghouse, “Gold Eagle,” depends heavily on the protections offered by CISA 2015.
The associations warned that a lapse in CISA would undermine not just ongoing information-sharing practices but also the foundational efforts of the Gold Eagle Initiative, which aims to expedite the detection and remediation of vulnerabilities in collaboration with key stakeholders.
Extending Cybersecurity Frameworks
In addition to CISA 2015, the recent stopgap funding bill also extends other critical cybersecurity measures, including the Federal Cybersecurity Enhancement Act and the Technology Modernization Fund, providing a temporary safety net as discussions continue.
The challenges surrounding CISA 2015 underscore the delicate balance lawmakers must strike between cybersecurity interests and broader legislative concerns. As debates continue, the focus remains on finding a sustainable path forward that will adequately address the growing array of cyber threats facing the nation.
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