<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/dce5d28dd8b84dc6aa19e437db75f676&quot; frameborder=&quot;0&quot; width=&quot;1620&quot; height=&quot;1215&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1215</height><width>1620</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1215</thumbnail_height><thumbnail_width>1620</thumbnail_width><thumbnail_url>https://cdn.loom.com/os/loom-media-content/loom/74fd5144-7f4f-4a38-989f-26ccdb69d209/8fb3f28a-7864-4511-b75d-e1afb15895d1/sessions-thumbnails-dce5d28dd8b84dc6aa19e437db75f676-79c27b3abc4ecc05.gif/binary?authToken=eyJraWQiOiJtaWNyb3MtZ3JvdXAvdGRwLW9zLWFyY2hldHlwZS9iOW5jNGxsMTMwYXUzYjduIiwiYWxnIjoiUlMyNTYifQ.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.dmzsndaeL-fAfRBhPrO-Zg--zyFV6r8xgPc1PZaVKd2l39g5rdBHUtg8-_OVyKYQsZpanEG2xxxp4Er1bJIzXPEo99Srs8VaYOY-kyhkoCoMjzRuinLQhtp2W8SKEaj5srHrMEWngqvBq8vACFmyU3h8ZlsuKYMeTbxjgQ1ghp1ES5AfVMZdVVxITj83Eu-LLAN-B57VfI-E9kGgZRcsLSn1uRQkotSo146nAs7AFd5W8y1nDQgJKishDa3JrNUjMTmwGUiv1peb8w7crlwqp7XcB5M2TX3sHwg4YB_-pbDdvsux7iuNRsWSmMF7uxWSq3u9f69y9keZhokyavu-3w&amp;Expires=1792293796&amp;Signature=jy6krhXKL6PRQADjOdf0hUJbkzgKPdq4wzF4Sa8qCjnAqjelEnIIq0evPcxKx76LE1UyYzsjA6tDsW5a2KPAIAzuwqQowtriPxAxMasQnIF5WYnZecFUBuHNfCeQqBkDYfqaqp8H4xY3Xcl7KK7vt2U%7EZFJNQg78p6VU1i7waAe9kmR3dpymYjE5pzgmXQIaVNHp1H69OVXSa01yJRjru8UDYdcog%7Eyp1oStv6ufKPaDtSKgY-Pv4eEhy5xVN%7EiE2Ua-8aMJsCWLSbCYVDv6X0Eqldb78lMWCM721UsHVAv6Sp1e5EDB4wx1natWHkEanMzsonvBm4h5-8pjZEDWYg__&amp;Key-Pair-Id=KQOSYIR44AIC0</thumbnail_url><duration>103.944</duration><title>AI System Detects Deepfake Video Evidence</title><description>This Loom presents a method to determine whether a video is a deepfake or not. The team explains that they split a video into 8 second segments, run YOLO to analyze the frames and extract what is in them, then send those streams to Cosmos to act as a judge. They demonstrate that the system can decide in real time whether a teammate’s video appears live, and it can also explain why something passes or fails. The judges’ reasoning considers factors like lighting and facial expressions, focusing on frames that could be hardest for a deepfake to imitate.</description></oembed>