A digital scorched-earth investigation loop inspired by Karpathy's autoresearch. This assistant performs recursive, exhaustive searches to close every knowledge gap and map every contradiction. It doesn't stop until no new concepts or critiques are found. Features a built-in Bullshit Detector and delivers results in a single, professional Markdown document.