This morning I was talking about the report "Artificial Intelligence in Russia." 2025“Trends and Prospects,” which the former guys from McKinsey and Yandex came out on the whole 120 pages.

In the morning. told About the report "Artificial intelligence in Russia - 2025“Trends and Prospects,” which the former guys from McKinsey and Yandex came out on the whole 120 pages. Of course, the size is inspiring, but the full report is rarely read - usually read a brief sammmari with the help of a sculptor. landing.

But I like to read the original versions in order to understand the methodology, the results themselves and to form an opinion on the conclusions. Sometimes this method allows you to find absurd content. (sometimes in methodology, sometimes in non-accurate copy pasting). This time the copy-paste was crooked and in the section about NLP was given an absurd case "Search for goods by photo". (marketing)" describing the species

The system with the help of AI analyzes the texts of reviews and appeals, identifies topics, emotions and causes of discontent. Reports are generated automatically and help identify problem areas and growth points of the service. It is clearly visible that there was a case about the allocation of intentions, but the copy paste was unsuccessful - they forgot to replace the name of the case from the CV section, which is given through 15 pages with the correct description. A similar problem exists in other parts, where the graph shows the financial effects of technology adoption, and the title describes the graph as the difficulties that companies see in implementing technology.

In general, read the extended versions of the reports and analyze what exactly the authors do and do not limit yourself to the executive summary from landing pages:)

#Engineering #AI #Metrics #Software #Productivity #Economics