Abstract
The article explores the complex interplay between parliamentary oversight, legislative initiatives, and societal conditions through the lens of semantic networks and paradoxes. The application of generative artificial intelligence technologies enabled the reconstruction of legislative texts, uncovering hidden contradictions and paradoxes that influence decision-making, including the retroactivity of laws, causality from the future, revisionism of past decisions, and legislative dynamics. The article examines the temporal paradoxes that arise in the process of parliamentary oversight and legislative activity. It analyzes how associative connections, mistakenly perceived as causal, lead to distortions in the chronology of events and decision-making. Special attention is given to paradoxes such as the retroactivity of laws and the revision of political decisions, which complicate the prediction of future outcomes of parliamentary initiatives.
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