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Artificial Intelligence Presentation

Transcript: Applications of Artificial Intelligence AI in Finance AI in Healthcare In finance, AI enhances processes such as risk management, fraud detection, and automated trading systems. Algorithms evaluate transactions in real-time, significantly reducing human error and enabling better investment strategies through predictive analytics. AI applications in healthcare include predictive analytics for patient outcomes, automated diagnostic tools, and personalized treatment plans. Machine learning algorithms analyze vast datasets to identify trends, ultimately improving patient care and operational efficiency. AI in Retail AI in Transportation AI in retail focuses on enhancing customer experiences through personalized marketing, inventory management, and chatbots for customer service. Retailers gain insights from consumer data to tailor offerings and optimize supply chains. AI technologies are transforming transportation with autonomous vehicles, traffic management systems, and optimized routing algorithms. These innovations improve safety, reduce congestion, and enhance the efficiency of logistics operations. AI in Education Artificial Intelligence in education personalizes learning experiences through adaptive learning platforms and automated grading systems. By analyzing student data, AI supports tailored educational pathways, promoting engagement and effectiveness in learning. Artificial Intelligence Presentation Exploring the Future of Technology The Future of Artificial Intelligence AI and Human Collaboration Emerging Trends The collaboration between AI and humans enhances productivity and decision-making. Tools like collaborative robots (cobots) assist in manufacturing, while AI-driven insights guide professionals in fields such as finance and healthcare. Key trends in AI include advancements in machine learning, natural language processing, and computer vision. These technologies enable applications like autonomous vehicles, personal assistants, and predictive analytics, which are reshaping industries. The Role of AI in Society Predictions for AI Advancement AI will significantly influence various societal aspects, including ethics, education, and governance. As AI systems become more pervasive, discussions surrounding responsible AI usage and societal impact are increasingly critical. Experts predict that AI will surpass human capabilities in specific tasks by 2030. Innovations in areas such as automated reasoning, emotional AI, and generative models will drive unprecedented change across sectors. Benefits and Challenges of AI Introduction to Artificial Intelligence Advantages of AI Implementation Ethical Considerations AI implementation can greatly enhance efficiency and productivity across industries. By automating routine tasks, organizations can redirect human effort toward more strategic initiatives, ultimately leading to increased innovation and competitive advantage. Job Displacement Issues Security Concerns The rise of AI brings ethical dilemmas such as data privacy, surveillance, and algorithmic bias. Establishing ethical frameworks is crucial to ensure AI technologies are developed and deployed in a manner that respects human rights and societal values. AI's automation potential poses significant risks for job displacement across various sectors. While new job categories may emerge, ensuring a smooth transition for affected workers remains a critical concern for governments and businesses. Definition of AI AI systems can be vulnerable to cyberattacks and manipulation, introducing new security risks. Safeguarding AI technologies is essential to prevent misuse and ensure trust in automated systems. Artificial Intelligence refers to the simulation of human intelligence in machines programmed to think and learn. These systems are designed to perform tasks such as speech recognition, decision-making, and problem-solving, mimicking cognitive functions. Brief History of AI Importance of AI in Today’s World AI's history dates back to the 1950s, with the pioneering work of Alan Turing and the Turing Test. Significant milestones include the development of expert systems in the 1970s and the resurgence of neural networks in the 21st century, marking a shift towards deep learning. AI plays a crucial role in industries ranging from healthcare to finance, enhancing efficiency and innovation. Its ability to analyze vast datasets enables smarter decision-making, driving progress and competitive advantage in businesses. Types of Artificial Intelligence AI can be classified into two categories: Narrow AI, which performs specific tasks, and General AI, capable of understanding and reasoning across a range of tasks at a human level. Narrow AI currently dominates applications in various sectors.

Artificial Intelligence Presentation

Transcript: Emma Brelsford/ LSC 508 Libraries 12/4/19 What has been done? // AI In Libraries What is AI? What is AI? Like the field of information science, there are many different definitions of AI Simple definition from Lexico: "the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages" (Lexico, 2019) Defined in regards to it's goals: (Bringsjord, Selmer, Govindarajulu, Sundar, 2019) Relation to libraries Information retrieval Effects both librarians and patrons Catherine Coleman the Digital Research Architect at Stanford University Libraries states "Considering the profound change AI can bring as power tools for scholarship, making our vast library collections discoverable, searchable, and analyzable in new ways. How best do we bring the skills and knowledge of library staff, scholars, and students together to design an intelligent information system that respects the sources, engages critical inquiry, fosters imagination, and supports human learning and knowledge creation" (Coleman, 2017) (Pixabay, 2018) What has been done? Hugh the Library Assitant- Aberystwyth University, Wales Robbie Library Inventory Robot- Temasek Polytechnic Library, Singapore URI AI Lab in Library (The University of Rhode Island, 2018) (Thinking Machine, 2016) (Temasek Polytechnic Library, 2018) References References “AI Lab.” AI Lab, University of Rhode Island , web.uri.edu/ai/. Bringsjord, Selmer and Govindarajulu, Naveen Sundar, "Artificial Intelligence", The Stanford Encyclopedia of Philosophy (Winter 2019 Edition), Edward N. Zalta (ed.), https://plato.stanford.edu/entries/artificial-intelligence/ Coleman, C. (2017), “Artificial intelligence and the library of the future, revisited”, Stanford Libraries, available at:https://library.stanford.edu/blogs/digital-library-blog/2017/11/artificial-intelligence-and-library-future-revisited "Hugh Library Assistant A.I. Robot Aberystwyth University.” YouTube, Thinking Machine , 8 Nov. 2016, www.youtube.com/watch?v=usW8dNsP6Cw. "Library Inventory Robot .” Youtube , Temasek Polytechnic Library , 31 Oct. 2018, www.youtube.com/watch?v=OutMC5pjhkI. Massis, B. (2018). Artificial intelligence arrives in the library. Information and Learning Science, 119(7), 456-459. doi:http://dx.doi.org.uri.idm.oclc.org/10.1108/ILS-02-2018-0011

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