![John Murray III and Anon., David Livingstone - Boat Scene (Painted Magic Lantern Slide), [1857], detail. Copyright National Library of Scotland, CC BY-NC-SA 2.5 SCOTLAND.](https://livingstoneonline.org:443/sites/default/files/section_page/carousel_images/liv_014067_0001-carousel.jpg "John Murray III and Anon., David Livingstone - Boat Scene (Painted Magic Lantern Slide), [1857], detail. Copyright National Library of Scotland, CC BY-NC-SA 2.5 SCOTLAND.")
![Image of two pages from Livingstone's Field Diary XVI (Livingstone 1872h:[2]-[3]). CC BY-NC 3.0](https://livingstoneonline.org:443/sites/default/files/section_page/carousel_images/liv_000016_0003-carousel.jpg "Image of two pages from Livingstone's Field Diary XVI (Livingstone 1872h:[2]-[3]). CC BY-NC 3.0")
![David Livingstone, Map of Lakes Nyassa and Shirwa [1864?], detail. Copyright National Library of Scotland, CC BY-NC-SA 2.5 SCOTLAND; Dr. Neil Imray Livingstone Wilson, CC BY-NC 3.0](https://livingstoneonline.org:443/sites/default/files/section_page/carousel_images/liv_000077_0001-tile.jpg "David Livingstone, Map of Lakes Nyassa and Shirwa [1864?], detail. Copyright National Library of Scotland, CC BY-NC-SA 2.5 SCOTLAND; Dr. Neil Imray Livingstone Wilson, CC BY-NC 3.0")
21206mp4
Precisely outline the changed object using an MLP segmentation head.
A visual "heatmap" or mask overlaying the video, showing that the AI successfully located the change requested in the text. Technical Significance 21206mp4
A human-language query like "Find the new building" or "Highlight the moved chair." Precisely outline the changed object using an MLP
This file is used to prove that the architecture can: 21206mp4
Use text tokens to focus only on specific changes rather than every pixel difference (like shadows or lighting).