Since the explosion of ghatgpt, people who have seen its strong productivity are all worried that their jobs will be replaced one day. But in fact, in addition to labor substitution, there are also many irregularities in the current application of artificial intelligence. Next, let's take a look at its shortcomings in the current environment.
High construction costsThe upfront investment in artificial intelligence is huge, and there is a huge demand for technology, manpower, and hardware infrastructure. In addition, the process of building the framework takes a certain amount of time, and the cost of its operation is also very high, which is very stressful for smaller companies.
Data bias: The results generated by AI are limited by the content of the training data, so some bias is inevitable. The higher the degree of human acceptance of artificial intelligence, its bias will also subtly affect people's decision-making tendencies, and may even lead to a change in the consensus of a certain group. In business operations, this change in perception may affect the overall decision-making, which in turn can change the direction of the business.
Information SecurityAs artificial intelligence penetrates into the daily operations of enterprises, a large amount of operation-related information will be transferred to this platform. The higher the concentration of information, the greater the impact of information leakage. If you want to ensure information security in this area, you need to pay more attention to improve the network security architecture.
Technology dependence is too high: After the enterprise is integrated into the AI architecture, the higher the proportion of integration, the smaller the role of humans in decision-making. Therefore, when using artificial intelligence, there must be relatively independent supervision to constantly correct the overall deviation of decision-making information from the actual situation, especially at the ethical level.
Technological progress can bring changes to production and life, but it will also be accompanied by a series of unpredictable risks. Only by actively responding to its possible challenges can we enjoy the dividends of science and technology while ensuring our own rights and interests.