Artificial intelligence (AI) has the potential to impact various aspects of life, with different branches of AI technology offering unique capabilities. Machine learning, deep learning, natural language processing, and computer vision are key branches of AI that governments can leverage to enhance productivity and efficiency. Machine learning involves systems learning from data without explicit programming, while deep learning mimics the human brain’s processing of data. Natural language processing enables communication between humans and machines, while computer vision allows computers to interpret and understand the visual world.

Generative AI, a subset of deep learning, includes technologies like large language models (LLMs), Synthetic Data, and Digital Twins. These technologies are advancing the capabilities of AI and are being used in applications like ChatGPT and Copilot. By combining different branches of AI, governments can improve decision-making processes, enhance resource management, and engage with citizens more effectively.

Overall, AI does not replace human intelligence but augments and accelerates human capabilities. By understanding the different branches of AI and how they work together, public servants can better utilize AI technologies to address various tasks and challenges. The article provides insights into the characteristics and functions of different AI technologies and sets the stage for a follow-up article on generative AI. For more information on how AI can benefit government organizations, readers are encouraged to contact Jennifer Robinson, Global Public Sector Strategic Advisor at SAS or visit the SAS website.

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Source link: https://www.globalgovernmentforum.com/an-artificial-intelligence-primer-from-machine-learning-to-computer-vision/