{"input_url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","gnews_decode":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","http_status":200,"final_url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","html_length":154170,"trafilatura_result":"ok","text_length":695,"text_preview":"Ukrainian troops are developing an AI-powered system that can reduce operational planning from hours to minutes while keeping commanders in control of final decisions.\nNamed Marichka, the new AI battlefield planning system functions as a secure neural network that helps commanders analyze complex ba","verdict":"OK"}