Imagine reading a military communiqué that speaks of seizing a village. The troops advance, a flag is raised, and officials congratulate themselves on another triumph. Then someone checks the map—and finds that the map does not contain the name. The village was erased from administrative records long before the war began. That is exactly what happened when the Russian Defense Ministry announced that its forces had captured Shcherbakivka in Ukraine’s Kharkiv region. The only problem is that Shcherbakivka has not existed since 1997. It was formally abolished more than a quarter-century ago, after the last residents had moved away, leaving…

The way artificial intelligence companies manage accuracy and reliability in their products remains largely opaque to the public. While these firms project an image of rigorous quality control, the reality is a confusing landscape of incentives, regulations, and hidden decision-making. On one hand, market competition pushes these companies toward delivering dependable tools that people can trust. Yet, the introduction of new revenue models, such as advertising, raises fundamental questions about whether the answers we receive are truly impartial or have been subtly influenced by paid priorities. Legally, these AI platforms operate in a murky gray area. Traditional social media networks…