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Artificial intelligence algorithms need large quantities of data. The strategies used to obtain this data have raised concerns about privacy, security and copyright.
AI-powered devices and services, such as virtual assistants and IoT products, continuously collect individual details, raising issues about intrusive data gathering and unapproved gain access to by 3rd parties. The loss of personal privacy is further worsened by AI‘s ability to process and integrate large quantities of data, potentially leading to a surveillance society where specific activities are continuously kept an eye on and evaluated without sufficient safeguards or transparency.
Sensitive user information gathered might consist of online activity records, geolocation information, video, or audio. [204] For instance, in order to construct speech recognition algorithms, Amazon has actually recorded millions of personal conversations and short-term workers to listen to and transcribe a few of them. [205] Opinions about this extensive security variety from those who see it as a necessary evil to those for whom it is plainly dishonest and a violation of the right to privacy. [206]
AI developers argue that this is the only method to deliver important applications and have actually established a number of methods that try to maintain personal privacy while still obtaining the information, such as data aggregation, de-identification and differential privacy. [207] Since 2016, some personal privacy specialists, such as Cynthia Dwork, have actually started to view personal privacy in regards to fairness. Brian Christian composed that experts have actually rotated “from the question of ‘what they know’ to the concern of ‘what they’re doing with it’.” [208]
Generative AI is typically trained on unlicensed copyrighted works, including in domains such as images or computer system code
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