{"title":"Exploring the Advancements and Ramifications of Artificial Intelligence","authors":"Sohel Rana","doi":"10.60087/jaigs.v2i1.p35","DOIUrl":null,"url":null,"abstract":"Artificial Intelligence (AI) and Machine Learning (ML) represent burgeoning fields with the potential to transform numerous facets of society and industry. AI encompasses computer systems and algorithms capable of executing tasks typically necessitating human intelligence, such as learning, problem-solving, and decision-making. Conversely, ML entails the creation of algorithms facilitating computers to glean insights from data and refine their performance over time, sans explicit programming. This research delves into the fundamental principles and practical applications of AI and ML, encompassing domains like natural language processing, image and speech recognition, and the development of autonomous vehicles. Furthermore, we scrutinize the potential advantages and apprehensions linked with these technologies, including the prospect of job displacement and the susceptibility to misuse. Finally, we underscore the significance of ethical considerations and conscientious development practices to ensure the realization of AI and ML benefits while mitigating adverse repercussions.","PeriodicalId":517201,"journal":{"name":"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023","volume":"60 ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.60087/jaigs.v2i1.p35","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Artificial Intelligence (AI) and Machine Learning (ML) represent burgeoning fields with the potential to transform numerous facets of society and industry. AI encompasses computer systems and algorithms capable of executing tasks typically necessitating human intelligence, such as learning, problem-solving, and decision-making. Conversely, ML entails the creation of algorithms facilitating computers to glean insights from data and refine their performance over time, sans explicit programming. This research delves into the fundamental principles and practical applications of AI and ML, encompassing domains like natural language processing, image and speech recognition, and the development of autonomous vehicles. Furthermore, we scrutinize the potential advantages and apprehensions linked with these technologies, including the prospect of job displacement and the susceptibility to misuse. Finally, we underscore the significance of ethical considerations and conscientious development practices to ensure the realization of AI and ML benefits while mitigating adverse repercussions.
人工智能(AI)和机器学习(ML)是新兴领域,有可能改变社会和工业的许多方面。人工智能包括计算机系统和算法,能够执行通常需要人类智慧才能完成的任务,如学习、解决问题和决策。反之,ML 则需要创建算法,帮助计算机从数据中获取洞察力,并在不明确编程的情况下逐步完善其性能。本研究深入探讨了人工智能和 ML 的基本原理和实际应用,涵盖自然语言处理、图像和语音识别以及自动驾驶汽车开发等领域。此外,我们还仔细研究了与这些技术相关的潜在优势和担忧,包括失业前景和易被滥用的问题。最后,我们强调了道德考量和认真开发实践的重要性,以确保实现人工智能和 ML 的优势,同时减轻负面影响。