在风口浪尖上:计算机的刺激、危险和职业觉醒

IF 2.6 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Proceedings of the Vldb Endowment Pub Date : 2023-08-01 DOI:10.14778/3611540.3611640
Natasa Milic-Frayling
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引用次数: 0

摘要

在过去的八十年里,计算机科学作为一个领域已经取得了进步,通过建立专业行为准则、培养最佳实践和建立行业标准来支持技术和服务的扩散,计算专业已经成熟。数字计算的研究和应用继续通过新的创新浪潮改变人类努力的各个方面。虽然很明显,不同的研究进展推动了创新,但它们结合在一起产生影响的方式各不相同。与制药、医药和法律等受到高度监管的行业相比,将研究转化为广泛应用的技术的过程没有受到监管。我们反思集体实践,从科学家和工程师的发现到企业家、行业领袖和从业者的市场交付。我们考虑维持新技术的转型效应和使新实践扎根所需的生态系统变化。每一种这种转变都会破坏现有的社会技术结构,需要通过有效的政策和条例作出协调一致的努力来加以补救。计算机专家参与所有阶段,必须以最高标准的专业行为来匹配他们创新的变革力量。我们强调负责任的创新原则,并讨论了数字创新的三波浪潮。我们使用广泛和不受控制的生成人工智能部署来说明由于数字记录的污染,人类代理的移除以及个人人格的风险而导致的数字媒体内爆的风险。
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On the Cusp: Computing Thrills and Perils and Professional Awakening
Over the past eight decades, computer science has advanced as a field, and the computing profession has matured by establishing professional codes of conduct, fostering best practices, and establishing industry standards to support the proliferation of technologies and services. Research and applications of digital computation continue to change all aspects of human endeavor through new waves of innovation. While it is clear that different research advances fuel innovation, the ways they come together to make an impact vary. In contrast to highly regulated sectors such as pharma, medicine and law, the process of transforming research into widely deployed technologies is not regulated. We reflect on collective practices, from discovery by scientists and engineers to market delivery by entrepreneurs, industry leaders, and practitioners. We consider ecosystem changes that are required to sustain the transformational effects of new technologies and enable new practices to take root. Every such transformation ruptures in the existing socio-technical fabric and requires a concerted effort to remedy this through effective policies and regulations. Computing experts are involved in all phases and must match the transformational power of their innovation with the highest standard of professional conduct. We highlight the principles of responsible innovation and discuss three waves of digital innovation. We use wide and uncontrolled generative AI deployments to illustrate risks from the implosion of digital media due to contamination of digital records, removal of human agency, and risk to an individual's personhood.
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来源期刊
Proceedings of the Vldb Endowment
Proceedings of the Vldb Endowment Computer Science-General Computer Science
CiteScore
7.70
自引率
0.00%
发文量
95
期刊介绍: The Proceedings of the VLDB (PVLDB) welcomes original research papers on a broad range of research topics related to all aspects of data management, where systems issues play a significant role, such as data management system technology and information management infrastructures, including their very large scale of experimentation, novel architectures, and demanding applications as well as their underpinning theory. The scope of a submission for PVLDB is also described by the subject areas given below. Moreover, the scope of PVLDB is restricted to scientific areas that are covered by the combined expertise on the submission’s topic of the journal’s editorial board. Finally, the submission’s contributions should build on work already published in data management outlets, e.g., PVLDB, VLDBJ, ACM SIGMOD, IEEE ICDE, EDBT, ACM TODS, IEEE TKDE, and go beyond a syntactic citation.
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