翻译:
What are the shortcomings of AI (Artificial intelligence)?
人工智能(AI)的不足指其当前的能力边界,构成上包括缺乏创造性与自由感知、依赖训练数据、需要高算力支撑、无法完整模拟人类决策(复杂问题结论常缺乏解释性)以及被攻击或误用引发的安全风险,解决的是识别技术短板并规避安全与成本风险的问题,并不解决数据治理与责任机制本身的问题。
1, the deficiency of AI (artificial intelligence) – lack of creativity: compared with humans, artificial intelligence (AI) lacks the ability of creativity and free perception, and can not think and make creative decisions without the support of data and algorithms.
2, AI (artificial intelligence) deficiencies – dependent on data: artificial intelligence (AI) learning and prediction ability, completely based on data, training data may lead to deviations in the predicted results, so AI (artificial intelligence) needs perfect data communication and accurate processing of data pre-processing.
3, AI (artificial intelligence) deficiencies – need high computing power support: Artificial intelligence (AI) needs a lot of computing power to train and process a large amount of data, which requires high computing power support, increasing the cost of training the model.
4, the deficiency of AI (artificial intelligence) – can not fully simulate human decision-making: the decision-making ability of artificial intelligence (AI) is not fully simulate human decision-making ability, and the results of complex problems often lack interpretation.
5, security risks: Since AI (artificial intelligence) algorithms are developed by humans, there may be security issues. If an artificial intelligence (AI) system is attacked or operated incorrectly, it can lead to security issues and pose a danger to humans.
In general, artificial intelligence (AI) also has drawbacks, such as a lack of creativity, dependence on data, and the need for high computing power support. In the future development, the application of artificial intelligence (AI) will be more and more extensive, we need to fully understand its advantages and disadvantages, targeted development of technology and modify the use of methods, so that artificial intelligence (AI) become a better assistant.