AI Without Control: How Prompt Engineering Becomes a Tool for Manipulation or Responsibility As AI systems become increasingly integrated into education, media, and cultural institutions, the question is no longer if artificial intelligence will shape public perception-but how. One of the most underestimated factors in this equation is prompt engineering: the practice of designing precise inputs that guide AI […]

For decades, math education has relied on a familiar formula: instruction → worksheet → grading → feedback. While digital tools like Khan Academy, IXL, and Mathletics added efficiency, they largely kept the same structure — assigning pre-built problems, tracking scores, and offering generic hints. But artificial intelligence is about to break that model. At GeNETsys.ai, […]

Artificial intelligence is often associated with tech giants, massive infrastructure, and complex machine learning systems — a world that feels far removed from the daily operations of small and medium-sized businesses. But this perception is both outdated and misleading. At GeNETsys.ai, we work closely with businesses that don’t have in-house tech teams or million-dollar budgets […]

In recent years, an increasing number of platforms and projects have introduced AI bots that “revive” historical figures – from Tesla to Napoleon, from Christ to Winston Churchill. At first glance, this seems like a fascinating way to bring history closer to younger generations. But when this technology is used without scholarly discipline and historical context, the […]

Creating a chatbot of a historical figure is not simply a technical task. It is, above all, a matter of deep understanding — of that person’s life, values, voice, and worldview. Facts alone are not enough. Dates, achievements, places of residence, and public roles are just the surface. If a chatbot is to respond convincingly […]

A critical look at the epistemological and technological barriers to building AI-based historical personas. The idea of creating an AI chatbot that fully replicates a historical figure is both fascinating and problematic. Despite significant advancements in artificial intelligence and natural language processing, the creation of a fully authentic historical persona remains epistemologically and technologically impossible. Several reasons […]