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As science continues its evolution, discoveries and technologies can act like a master key that open doors leading to novel advancements. Artificial intelligence is one such key, making innovations possible by solving complex problems, automating tasks and enabling research that would have been impossible, or very time-consuming, without it. Mohammad Hosseini But do we want to do research on all topics, and shall we try the AI master key on every door? To explore this question, let’s consider the use of AI by genomics experts as an example. In recent years, genomics experts have added unbelievable depth to what we know about the world and ourselves. For example, genetics researchers have revealed facts about when certain animals and plants were domesticated. In another example, researchers used DNA from 30,000-year-old permafrost to create fertile samples of a plant called narrow-leafed campion. Importantly, genetic engineering has facilitated extraordinary advances in the treatment of complicated conditions, such as sickle-cell anemia. Thanks to AI, we are witnessing a dramatic increase in the pace and scalability of genomic exploration. But given the risks and possible consequences of AI use in science, should we rush headlong into using AI in all kinds of projects? One relevant example is research on Neanderthals, our closest relatives, who lived about 40,000 years ago. Neanderthals have been studied for several years now through genetic investigation of their fossils and their DNA. Genetic engineering can potentially use ancient DNA and genome editing methods to re-create a Neanderthal or aspects of a Neanderthal’s genetics and physiology. To do this, scientists could start by figuring out the DNA sequence of a Neanderthal by comparing it with the DNA of modern humans, because they are closely related. Then, scientists could use the gene-editing tool known as CRISPR to swap out parts of human DNA with Neanderthal DNA. This process would require a lot of trial and error and might not succeed soon. But based on what we know about genetics, if something is possible, AI can help make it happen faster, cheaper and with less effort. Scientists are excited about these developments because they could facilitate new discoveries and open up many research opportunities in genetic research. With or without AI, research on Neanderthals will proceed. But the extraordinary power of AI could give the final push to these discoveries and facilitate this kind of resurrection. At that point, the scientific community must develop norms and guidelines about how to treat these resurrected beings with dispositions very similar to humans. We would need to carefully consider their rights and well-being almost in the same way as when humans are involved and not as research subjects or artifacts of scientific curiosity. These ethical issues are discussed in more detail in a new paper published in the journal Nature Machine Intelligence. A more holistic question to consider is: Should we prioritize the use of resource-intensive AI, researchers’ time and public funds to resurrect extinct beings? Or should we invest these resources into conserving species that are critically endangered today to prevent biodiversity from more degradation? Hosseini is an assistant professor in the Department of Preventive Medicine at Northwestern University’s Feinberg School of Medicine. He wrote this for The Chicago Tribune . Get opinion pieces, letters and editorials sent directly to your inbox weekly!

Share Tweet Share Share Email Welcome to a transformative exploration of the world of containerization and CI/CD pipelines! In today’s tech landscape, where speed and efficiency are paramount, understanding these concepts is not just beneficial—it’s essential. Join us as we embark on an enlightening journey with Sudheer Amgothu, a seasoned expert whose insights illuminate the path to modern software development. Whether you’re a novice looking to grasp the basics or an experienced developer eager to refine your skills, this deep dive promises valuable knowledge that will empower you to streamline your workflow and enhance collaboration in your projects. Buckle up as we unravel the mysteries behind containers and continuous integration/continuous deployment (CI/CD) practices that are revolutionizing how we build, test, and deliver applications! Introduction to Containerization and CI/CD Pipelines In today’s fast-paced tech landscape, businesses are constantly searching for ways to streamline their development processes. Enter containerization and CI/CD pipelines—two game-changing concepts that have transformed how software is built, tested, and deployed. But who better to guide us through this intricate world than Sudheer Amgothu? With a wealth of experience in these cutting-edge techniques, he has not only embraced the potential of containerization but also harnessed the power of CI/CD pipelines to propel organizations into a new era of efficiency. Let’s embark on an insightful journey as we delve deeper into this dynamic duo and explore how Sudheer has become a pivotal figure in revolutionizing modern software development practices. What is Sudheer Amgothu’s expertise in this area? Sudheer Amgothu is a recognized name in the realms of containerization and CI/CD pipelines. His deep understanding stems from years of hands-on experience in software development. With a robust technical background, he has mastered various tools and frameworks that facilitate seamless integration and delivery processes. Sudheer’s expertise encompasses Docker, Kubernetes, Jenkins, and other pivotal technologies essential for modern DevOps practices. He stands out not just as a practitioner but also as an educator. By sharing his insights through workshops and seminars, he empowers teams to adopt best practices in container management. His approach combines theory with practical applications, ensuring that organizations can effectively leverage these technologies. This blend makes his guidance invaluable for those navigating the complexities of software deployment today. Sudheer Amgothu’s Contributions to the World of Containerization and CI/CD Pipelines Sudheer Amgothu has made significant strides in the realm of containerization and CI/CD pipelines. His innovative approaches have transformed how software development teams deploy applications. Amgothu emphasizes automation, enabling seamless integration and delivery processes. By leveraging tools like Docker and Kubernetes, he has streamlined workflows for countless organizations. His contributions extend beyond just technology; they focus on education too. Sudheer frequently shares insights through workshops and online courses, demystifying complex concepts for newcomers in the industry. Additionally, his thought leadership is evident in numerous publications where he discusses best practices in implementing these modern methodologies. This combination of practical experience and educational outreach positions him as a vital figure in this evolving landscape. With a keen eye on emerging trends, Amgothu continues to inspire developers to adopt containerization strategies that enhance efficiency and scalability within their projects. Sudheer Amgothu’s Future Outlook and Trends in the Industry Sudheer Amgothu, a renowned expert in containerization and CI/CD pipelines, has been closely monitoring the latest trends in these fields. With years of experience in software development and deployment, Sudheer has a deep understanding of how technologies evolve and shape the industry. When it comes to future outlook, Sudheer believes that containerization is here to stay. The concept of packaging an application with all its dependencies into a self-contained unit has revolutionized software deployment. It offers numerous benefits such as improved portability, scalability, and consistency across different environments. As more companies adopt cloud computing and microservices architecture, the demand for containerization will only continue to grow. Furthermore, Sudheer also predicts that there will be advancements in container orchestration tools such as Kubernetes. These tools have become essential for managing large-scale deployments and automating various processes involved in running containers. In the future, we can expect to see even more features being added to these tools for better performance and efficiency. Why Sudheer Amgothu is a Leader in this Field Sudheer Amgothu stands out as a prominent figure in the realms of containerization and CI/CD pipelines. His expertise bridges the gap between theoretical concepts and practical implementations, making him an invaluable resource for developers and organizations alike. His contributions have not only advanced the understanding of these technologies but also provided actionable insights that empower teams to enhance their software development processes. Through innovative case studies, he illustrates how effective deployment strategies can transform workflows. The challenges faced in adopting these technologies are real, yet Sudheer’s approach demystifies them, offering solutions that encourage resilience and adaptability within teams. As industries continue to evolve toward more agile methodologies, his forward-thinking outlook on future trends positions him at the forefront of this transformation. With a blend of knowledge, experience, and vision, Sudheer Amgothu is undoubtedly a leader in containerization and CI/CD pipelines. His impact reverberates through successful projects worldwide—an inspiration for those looking to navigate the complexities of modern software development. Conclusion In conclusion, containerization and continuous integration/continuous delivery pipelines play a crucial role in modern software development processes. With the insights shared by Sudheer Amgothu, we have gained a better understanding of how these technologies work and their benefits in terms of scalability, efficiency, and automation. As technology continues to evolve, it is important for developers to keep up with the latest trends and tools. We hope that this deep dive has provided valuable information and inspired you to explore these concepts further in your own projects. Related Items: CI/CD Pipelines , Pipelines Share Tweet Share Share Email Recommended for you Pre-Commissioning Natural Gas Pipelines CommentsNEW ORLEANS (AP) — Saints quarterback Derek Carr was willing to risk his health to improve New Orleans’ chances of playing meaningful football in mid-December. Now the Saints, who’ve remained mathematically alive in the playoff race by winning three of four, might have to play without Carr again — and it didn’t go well the last time. Saints interim coach Darren Rizzi declined on Monday to rule out Carr for any of New Orleans' final four games because of his injured non-throwing hand or his concussion . Both injuries occurred when he tried to leap for a first down and crashed hard to the turf during the fourth quarter of New Orleans' 14-11 victory over the reeling New York Giants on Sunday. “We’re not going to rule him out just yet,” Rizzi said. “We have to see in the next day or two what the healing process is like and see if he can function. “The good news it’s not his throwing hand,” Rizzi said. “The bad news is we’re obviously dealing with an injury here that we have to kind of play it by ear.” Rizzi noted that Carr must clear the concussion protocol first. After that, he said, the Saints can see how well Carr can operate with his hand injury. “It's been done before,” Rizzi said when asked about the prospect of an NFL QB playing with an injured non-throwing hand. “It appears at moment that it's non-surgical, which is a big aspect of it. ... That's why we're going to discuss the options.” Last season, Los Angeles Chargers QB Justin Herbert played with a fractured finger on his non-throwing hand . Buffalo Bills QB Josh Allen has played part of this season with an injured non-throwing hand . If Carr can't play, his replacement will be either second-year pro Jake Haener or rookie Spencer Rattler. Rattler started three games earlier this season when Carr had an oblique injury — all losses by New Orleans, which was in the midst of a seven-game skid. “We've just got to surround whomever it is and pick him up and get him rolling with the rest of us,” guard Lucas Patrick said. “It's just another step of adversity in this long season that we’ve had.” New Orleans' interior defensive line is coming off one of its better games. Defensive tackles Bryan Bresee and Khalen Saunders accounted for both New Orleans' sacks in New York. The Saints also held the Giants to 112 yards rushing — a lower opponent rushing total than in seven other games this season. The Saints' 92 yards rushing offensively was their fourth-lowest total all season and the lowest in any of their victories. Running back Kendre Miller's future is looking a bit brighter now. He has played in just three games this season because of hamstring injuries and his lack of readiness was criticized by since-fired coach Dennis Allen earlier this season. Miller also has yet to rush for more than 36 yards in a game. But against the Giants, he earned praise for the speed, strength and elusiveness he was able to show on a couple of clutch runs, including an 8-yard run for his first and only touchdown this season. Patrick said Miller deserved credit on his scoring run for staying upright and continuing to push forward — with the help of some teammates — after he was met at the 5-yard line by a Giants defender. Patrick said if Miller didn't give the extra effort and stay on his feet, his teammates would not have had the chance to help push him across the goal line. “Kendre's definitely a bright, young runner and he's exciting to block for,” Patrick said. Blake Grupe was 0 for 2 on field goal attempts, although both were from beyond 50 yards and one was blocked. Those were Grupe's first two failures from beyond 50 yards this season. In addition to Carr, reserve linebacker D’Marco Jackson left Sunday's game with an ankle injury. 0 — The number of games the Saints have won when Carr does not play. They've gone 5-5 in his starts this season. The Saints are back home Sunday against Washington in what could be ex-New Orleans cornerback Marshon Lattimore's first game with the Commanders. The game also marks the return to Louisiana of quarterback Jayden Daniels, who won the Heisman Troply last year at LSU. AP NFL: https://apnews.com/hub/nfl