{"id":53479,"date":"2026-01-15T18:40:42","date_gmt":"2026-01-15T16:40:42","guid":{"rendered":"https:\/\/ek.biem.sumdu.edu.ua\/?p=53479"},"modified":"2026-01-15T18:42:06","modified_gmt":"2026-01-15T16:42:06","slug":"be-careful-with-artificial-intelligence-how-to-avoid-fabricated-facts","status":"publish","type":"post","link":"https:\/\/ek.biem.sumdu.edu.ua\/en\/be-careful-with-artificial-intelligence-how-to-avoid-fabricated-facts","title":{"rendered":"Be careful with artificial intelligence: how to avoid fabricated facts"},"content":{"rendered":"\t\t
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Artificial intelligence has become an indispensable tool for students and analysts, but it has a tricky feature \u2013 \u2018hallucinations.\u2019 These are situations where a neural network confidently presents fabricated facts as truth \u274c\ud83d\udcda. For specialists in economic cybernetics, data accuracy is critical \u2705, so understanding the nature of these errors is a matter of professional competence \ud83d\udcbc.<\/p>

It is important to understand that AI does not have access to the \u2018truth\u2019 and does not think like a human \ud83e\udde0\ud83d\ude45\u200d\u2642\ufe0f. It is, in essence, \u2018autocomplete on steroids.\u2019 The system does not know the facts \u2013 it only predicts the most likely next word based on millions of processed texts. If there are enough patterns in its database, it creates a convincing illusion of knowledge, which sometimes turns out to be complete fiction \ud83c\udfad.<\/p>

How to work with AI safely? Here are 4 golden rules:<\/p>

\ud83d\udd0d Check every number and link. Never copy data from AI directly into your coursework or project. If a neural network cites a quote or study, find the original source yourself. AI often invents titles of articles that never existed.<\/p>

\u270d\ufe0f Make your requests as specific as possible. The more general the question, the higher the risk of hallucination. Instead of \u2018Tell me about data analysis,\u2019 ask, \u2018Describe three specific methods for cleaning unstructured data in Python with examples of libraries.\u2019<\/p>

\ud83e\udde0 Ask for an explanation of the logic. Add the phrase \u2018Justify your answer and indicate the principles on which this conclusion is based\u2019 to the prompt. This forces the system to construct a coherent chain of arguments, reducing the likelihood of error.<\/p>

\ud83e\udd1d AI is an assistant, not an expert. Use artificial intelligence to structure ideas, brainstorm, or write code drafts. But remember: the final responsibility for the accuracy of the result always lies with you.<\/p>

Digital literacy today is not only about knowing how to use tools, but also about being able to critically evaluate their results \ud83d\udd0e\ud83e\udde9. It is the combination of human analytical thinking and the capabilities of artificial intelligence that allows us to obtain high-quality, reliable, and useful results \ud83d\ude80<\/p>

Information prepared based on materials from ChatGPT Academy: https:\/\/happymonday.ua\/chomu-shtuchnyi-intelekt-vyhaduie-fakty<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Artificial intelligence has become an indispensable tool for students and analysts, but it has a tricky feature \u2013 \u2018hallucinations.\u2019 These are situations where a neural network confidently presents fabricated facts […]<\/p>\n","protected":false},"author":60,"featured_media":53480,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[204],"tags":[],"class_list":["post-53479","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-helpful-tips"],"_links":{"self":[{"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/posts\/53479","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/users\/60"}],"replies":[{"embeddable":true,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/comments?post=53479"}],"version-history":[{"count":0,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/posts\/53479\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/media\/53480"}],"wp:attachment":[{"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/media?parent=53479"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/categories?post=53479"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ek.biem.sumdu.edu.ua\/en\/wp-json\/wp\/v2\/tags?post=53479"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}