Why AI Research Writing Needs Evidence Before Generation

Flowing's founder argues AI research writing tools should surface evidence before generating text. A model continued a chemistry manuscript on metal-halide perovskites with plausible but off-target topics like cavity engineering, missing the paragraph's narrow focus on defect-related recombination. The system should retrieve relevant passages first, not just produce fluent prose.