Yours Truly

A marine park manager usually gets a single number: "coral cover down 20%". ReefCase gives them a case. A diver uploads a reef clip, pins the dive site and sets the date. About four minutes later there is a case file that says what happened to the reef, which causes the data supports and which it rules out. Every claim links to the frame or the dataset it came from. SAM 3 segments each sampled frame into live coral, bleached coral, algae, rubble, sand and other. Muse Spark Open grades each frame for bleaching, then runs as an agent that investigates the dive: NOAA Coral Reef Watch heat stress, Global Fishing Watch vessel activity, the Allen Coral Atlas reef map, WDPA protected areas and the site's NOAA survey history. It scores each competing cause separately. A claim without a valid citation is rejected and repaired before anyone sees it. The case file ends with what to do first. Demo: NOAA station HAW-41, Hawaiʻi, where live coral fell from 40% in 2019 to 5% in 2024.