Instruction-Guided Editing is a generative AI technique in which images, video, or other content are modified in response to natural language instructions, allowing users to specify changes at a semantic level without manual pixel-level intervention. Models interpret instructions such as changing weather, replacing objects, or adjusting style, and apply targeted edits while preserving unspecified content. Research challenges include instruction grounding, edit precision, preservation of structural consistency, and generalization to novel or compositional instructions.
Our HorizonWeaver software edits driving scenes with instruction-guided AI, adding traffic, changing weather, and generalizing to unseen roads, all while preserving the safety-critical details that keep autonomous vehicle testing honest.