Beyond singularity Artificial Intelligence between myth, data, and strategies – some recommendations for Poland inspired by Italy’s success and the experiences of Ottante (Beta 80 Group)

Abstract

This paper discusses the educational and professional challenges arising from the emergence of Artificial Intelligence (AI) in contemporary society, with a specific focus on Poland. As a member of the Board of Directors of Ottante (Beta 80 Group SpA), the author reflects on the global rush towards AI development, likening it to exploring new continents, where opportunities and risks coexist in a delicate balance. According to renowned experts such as Demis Hassabis and Sam Altman, Artificial General Intelligence (AGI), endowed with human-like cognitive capabilities, is imminent and will have significant impacts over the next decade. Its development may lead to Singularity, where machines surpass human intelligence, triggering an uncontrollable 
technological evolution. The education system will play a pivotal role in ensuring these technologies’ conscious and balanced development. This paper highlights the importance of collaboration between public and private sectors and the need for Polish businesses to overcome barriers, such as resistance to the unknown, and leverage the vast potential of Poland’s human capital 
to boost competitiveness. Building on the Ekspertyza ws aktualizacji Polityki AI  w Polsce document and the Polish Government’s priorities, the paper presents concrete solutions in the healthcare and energy sectors based on Ottante and Beta 80 Group experiences. The „Digital Health” project aims to integrate AI tools for early diagnosis, ambulance management, and caller communication in emergency response centers (112 and 118). The energy management solutions enable optimal placement selection, provide accurate energy production forecasts tailored to specific needs, and create optimal trading strategies for 
navigating the energy market.