LLM interfaces are transitioning from ephemeral, sequential chat streams to persistent, dual-pane interactive canvas workspaces. By treating code and documents as live editable artifacts with localized inline targeted edits, the interface bridges chat-based prompting with traditional IDE workflows. venturebeat.com