There are three typical mistakes users make when working with artificial intelligence. Maria Mustafaeva, Director of the Center of Competencies in the Field of Digital Transformation of Roskachestvo, spoke about them.
Many people perceive neural networks as search engines, not considering their ability to create complex and contextual answers. To get an accurate result, it is important to clearly formulate the request, specifying the role of the author and the format of the content.
Specifying parameters is key to a quality response. This principle underlies a new direction in the field of artificial intelligence — prompt engineering. This area focuses on developing effective strategies for interacting with neural networks.
Artificial intelligence, despite its ability to analyze large amounts of information, can make mistakes, which reach 5%. This phenomenon is called "hallucinations."
The technology may not take into account the specifics of legislation, professional subtleties, or the context of the request. Therefore, at the moment, neural networks should be used as an auxiliary tool, and not as the main source of information when making important decisions.
The third mistake is ignoring cyber and information security issues. Uploading confidential data to neural networks can lead to information leakage, which is especially dangerous for the corporate environment. Therefore, users should be careful and aware of the risks associated with data leaks and keeping it safe. It is important to comply with legal requirements, taking into account all legal aspects of the use of AI, including copyright issues, protection of personal data, and transparency of algorithms.
Mustafaeva noted that when using AI, it is important to consider legal aspects. Neural networks often ignore these nuances, which creates new challenges. The protection of personal data, compliance with copyright, and legal responsibility are becoming increasingly important against the background of rapid technological progress.
The specialist emphasized that for business, artificial intelligence is not just a tool for automation, but also a powerful tool for strategic transformations. It allows employees to focus on more important tasks, increases work efficiency, and helps companies adapt to changing conditions faster. In addition, AI optimizes internal processes, reduces costs, speeds up decision-making, and increases the company's flexibility.
Earlier it became known that the authorities want to oblige domestic companies to report on working with foreign AI. The goal of this initiative is to ensure citizens' right to informed consent and increase transparency in the processing of personal data.
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