Explainable ML LIME Anchors

>> DOWNLOAD LINK 🎞️ #1 <<

>> DOWNLOAD LINK 🎞️ #2 <<

>> COPY / PASTE LINK PLEASE 🎵 MP3 <<

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=rQUPFBOIWyU

In this lecture series, I talk about explainable and interpretable ML. I have covered the following two papers. Thanks to Dr. Marco Tulio Ribeiro for kindly sharing the slides and permitting me to use them. I have made some slight modifications to make it suitable for the students. • Anchors: High-Precision Model-Agnostic Explanations • Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin. • In: AAAI Conference on Artificial Intelligence (AAAI), 2018 • Why Should I Trust You? : Explaining the Predictions of Any Classifier • Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin. • In: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016","styleRuns":[{"startIndex":0,"length":663,"styleRunExtensions":{"styleRunColorMapExtension":{"colorMap":[{"key":"USER_INTERFACE_THEME_DARK","value":4294967295},{"key":"USER_INTERFACE_THEME_LIGHT","value":4279440147}]}},"fontFamilyName":"Roboto"}]},"headerRuns":[{"startIndex":0,"length":663,"headerMapping":"ATTRIBUTED_STRING_HEADER_MAPPING_UNSPECIFIED"}]}},{"itemSectionRenderer":{"contents":[{"continuationItemRenderer":{"trigger":"CONTINUATION_TRIGGER_ON_ITEM_SHOWN","continuationEndpoint":{"clickTrackingParams":"CI4CELsvGAIiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/next"}},"continuationCommand":{"token":"Eg0SC3JRVVBGQk9JV3lVGAYyJSIRIgtyUVVQRkJPSVd5VTAAeAJCEGNvbW1lbnRzLXNlY3Rpb24%3D","request":"CONTINUATION_REQUEST_TYPE_WATCH_NEXT"}}}}],"trackingParams":"CI4CELsvGAIiEwiq39On696LAxWURHoFHVwkHXA=","sectionIdentifier":"comment-item-section","targetId":"comments-section"}}],"trackingParams":"CI0CELovIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"secondaryResults":{"secondaryResults":{"results":[{"compactVideoRenderer":{"videoId":"nLPMm-z3ryg","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/nLPMm-z3ryg/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-CYAC0AWKAgwIABABGHIgQShCMA8= rs=AOn4CLDLgj18O243E2DCymY8EVRf6NNgHg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/nLPMm-z3ryg/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gmAAtAFigIMCAAQARhyIEEoQjAP rs=AOn4CLDK-QE0NcB-D7Din4grCXqpyCOvGQ","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Media Bias -- I by animukher 25 views 2 years ago 38 minutes"}},"simpleText":"Media Bias -- I"},"longBylineText":{"runs":[{"text":"animukher","navigationEndpoint":{"clickTrackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@animukher","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCL77vwN4civUTLM0t04ohRA","canonicalBaseUrl":"/@animukher"}}}]},"publishedTimeText":{"simpleText":"2 years ago"},"viewCountText":{"simpleText":"25 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"38 minutes, 27 seconds"}},"simpleText":"38:27"},"navigationEndpoint":{"clickTrackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=nLPMm-z3ryg","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"nLPMm-z3ryg","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr1---sn-nvm-cxbz.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=9cb3cc9becf7af28 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=4053750 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"animukher","navigationEndpoint":{"clickTrackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@animukher","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCL77vwN4civUTLM0t04ohRA","canonicalBaseUrl":"/@animukher"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_nemDzwh6-I90PI3QGn00Otmxl8dkuT5mTBawdBCR4=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXBAqN7e576T89mcAQ==","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"25 views"}},"simpleText":"25 views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CIsCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CIsCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"nLPMm-z3ryg","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CIsCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["nLPMm-z3ryg"],"params":"CAQ%3D"}},"videoIds":["nLPMm-z3ryg"]}},{"clickTrackingParams":"CIsCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CIwCELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"CIsCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CIoCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"nLPMm-z3ryg","onAddCommand":{"clickTrackingParams":"CIoCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"nLPMm-z3ryg","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CIoCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtuTFBNbS16M3J5Zw%3D%3D","commands":[{"clickTrackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CIkCEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"CIYCEKQwGAAiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}},"targetId":"watch-related-menu-button"}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"38 minutes, 27 seconds"}},"simpleText":"38:27"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CIgCEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"nLPMm-z3ryg","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CIgCEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"nLPMm-z3ryg"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CIgCEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CIcCEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CIcCEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"nLPMm-z3ryg","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CIcCEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["nLPMm-z3ryg"],"params":"CAQ%3D"}},"videoIds":["nLPMm-z3ryg"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CIcCEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Media Bias -- I - 38 minutes - Go to channel - animukher - 25 views - 2 years ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/nLPMm-z3ryg/mqdefault_6s.webp?du=3000 sqp=CLjR9r0G rs=AOn4CLCLCvTBfjaZuObnmUbkt5CzWI4-xQ","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"C80SQe16Rao","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/C80SQe16Rao/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLD-44fHgceXjaPN6W10wfVQ9CkwQw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/C80SQe16Rao/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLBpG94k95hPbNF-VmgaAn5IkmtnfA","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Open the Black Box: an Introduction to Model Interpretability with LIME and SHAP - Kevin Lemagnen by PyData 39,844 views 6 years ago 1 hour, 36 minutes"}},"simpleText":"Open the Black Box: an Introduction to Model Interpretability with LIME and SHAP - Kevin Lemagnen"},"longBylineText":{"runs":[{"text":"PyData","navigationEndpoint":{"clickTrackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@PyDataTV","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCOjD18EJYcsBog4IozkF_7w","canonicalBaseUrl":"/@PyDataTV"}}}]},"publishedTimeText":{"simpleText":"6 years ago"},"viewCountText":{"simpleText":"39,844 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"1 hour, 36 minutes, 1 second"}},"simpleText":"1:36:01"},"navigationEndpoint":{"clickTrackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=C80SQe16Rao","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"C80SQe16Rao","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr4---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=0bcd1241ed7a45aa ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=560000 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"PyData","navigationEndpoint":{"clickTrackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@PyDataTV","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCOjD18EJYcsBog4IozkF_7w","canonicalBaseUrl":"/@PyDataTV"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_moRnnbS0PWvx8mbcZo38NexA8OW2naLtVk4tdLj2lsdg=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXBAqovp657IxOYL","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"39K views"}},"simpleText":"39K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CIQCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CIQCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"C80SQe16Rao","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CIQCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["C80SQe16Rao"],"params":"CAQ%3D"}},"videoIds":["C80SQe16Rao"]}},{"clickTrackingParams":"CIQCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CIUCELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"CIQCEP6YBBgGIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CIMCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"C80SQe16Rao","onAddCommand":{"clickTrackingParams":"CIMCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"C80SQe16Rao","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CIMCENGqBRgHIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtDODBTUWUxNlJhbw%3D%3D","commands":[{"clickTrackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CIICEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"CP8BEKQwGAEiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"1 hour, 36 minutes, 1 second"}},"simpleText":"1:36:01"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CIECEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"C80SQe16Rao","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CIECEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"C80SQe16Rao"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CIECEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CIACEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CIACEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"C80SQe16Rao","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CIACEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["C80SQe16Rao"],"params":"CAQ%3D"}},"videoIds":["C80SQe16Rao"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CIACEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Open the Black Box: an Introduction to Model Interpretability with LIME and SHAP - Kevin Lemagnen - 1 hour, 36 minutes - Go to channel - PyData - 39K views - 6 years ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/C80SQe16Rao/mqdefault_6s.webp?du=3000 sqp=CNjn9r0G rs=AOn4CLBtuN3FqwFkFKDC-D1DpIBzDDmmxA","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"IiYjQdpXtNQ","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/IiYjQdpXtNQ/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-CYAC0AWKAgwIABABGDAgVyhyMA8= rs=AOn4CLB4G2XbW3RtU10hsFY0vIZ6CLXhqA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/IiYjQdpXtNQ/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gmAAtAFigIMCAAQARgwIFcocjAP rs=AOn4CLBgFZYqXn_V80UmG6r2aE76p9c7fw","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Aligning deep networks with human vision will require novel neural architectures, data diets and ... by MITCBMM 534 views 18 hours ago 1 hour, 1 minute"}},"simpleText":"Aligning deep networks with human vision will require novel neural architectures, data diets and ..."},"longBylineText":{"runs":[{"text":"MITCBMM","navigationEndpoint":{"clickTrackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@MITCBMM","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCGoxKRfTs0jQP52cfHCyyRQ","canonicalBaseUrl":"/@MITCBMM"}}}]},"publishedTimeText":{"simpleText":"18 hours ago"},"viewCountText":{"simpleText":"534 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"1 hour, 1 minute, 10 seconds"}},"simpleText":"1:01:10"},"navigationEndpoint":{"clickTrackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=IiYjQdpXtNQ","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"IiYjQdpXtNQ","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr2---sn-nvm-cxbz.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=22262341da57b4d4 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=4053750 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"MITCBMM","navigationEndpoint":{"clickTrackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@MITCBMM","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCGoxKRfTs0jQP52cfHCyyRQ","canonicalBaseUrl":"/@MITCBMM"}}}]},"badges":[{"metadataBadgeRenderer":{"style":"BADGE_STYLE_TYPE_SIMPLE","label":"New","trackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXA="}}],"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_na6y2Ow4TSHcJJAgfdkAQp3eqBS6kEjK6WujUpwZ5wMEU=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXBA1One0p3oiJMi","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"534 views"}},"simpleText":"534 views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CP0BEP6YBBgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CP0BEP6YBBgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IiYjQdpXtNQ","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CP0BEP6YBBgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IiYjQdpXtNQ"],"params":"CAQ%3D"}},"videoIds":["IiYjQdpXtNQ"]}},{"clickTrackingParams":"CP0BEP6YBBgHIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CP4BELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"CP0BEP6YBBgHIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CPwBENGqBRgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"IiYjQdpXtNQ","onAddCommand":{"clickTrackingParams":"CPwBENGqBRgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"IiYjQdpXtNQ","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CPwBENGqBRgIIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtJaVlqUWRwWHROUQ%3D%3D","commands":[{"clickTrackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CPsBEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"CPgBEKQwGAIiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"1 hour, 1 minute, 10 seconds"}},"simpleText":"1:01:10"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CPoBEPnnAxgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"IiYjQdpXtNQ","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CPoBEPnnAxgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"IiYjQdpXtNQ"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CPoBEPnnAxgCIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CPkBEMfsBBgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CPkBEMfsBBgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IiYjQdpXtNQ","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CPkBEMfsBBgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IiYjQdpXtNQ"],"params":"CAQ%3D"}},"videoIds":["IiYjQdpXtNQ"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CPkBEMfsBBgDIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Aligning deep networks with human vision will require novel neural architectures, data diets and ... - 1 hour, 1 minute - Go to channel - MITCBMM - 534 views - 18 hours ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/IiYjQdpXtNQ/mqdefault_6s.webp?du=3000 sqp=CMTN9r0G rs=AOn4CLAWpXbbJyP7kLWgAbEdZpsyErStEQ","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"OmL0g7PNsmc","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/OmL0g7PNsmc/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLDlm_An_aJ1ljNJkb7BYl_uD1-EzQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/OmL0g7PNsmc/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLBFo5T5UpRsnmKirKViJOyKAJmjiA","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"BREAKING NEWS: Trump, Macron Take Multiple Questions From The Press During Oval Office Meeting by Forbes Breaking News 2,928,269 views 17 hours ago 28 minutes"}},"simpleText":"BREAKING NEWS: Trump, Macron Take Multiple Questions From The Press During Oval Office Meeting"},"longBylineText":{"runs":[{"text":"Forbes Breaking News","navigationEndpoint":{"clickTrackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@ForbesBreakingNews","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCg40OxZ1GYh3u3jBntB6DLg","canonicalBaseUrl":"/@ForbesBreakingNews"}}}]},"publishedTimeText":{"simpleText":"17 hours ago"},"viewCountText":{"simpleText":"2,928,269 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"28 minutes, 49 seconds"}},"simpleText":"28:49"},"navigationEndpoint":{"clickTrackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=OmL0g7PNsmc","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"OmL0g7PNsmc","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr2---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=3a62f483b3cdb267 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=560000 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"Forbes Breaking News","navigationEndpoint":{"clickTrackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@ForbesBreakingNews","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCg40OxZ1GYh3u3jBntB6DLg","canonicalBaseUrl":"/@ForbesBreakingNews"}}}]},"badges":[{"metadataBadgeRenderer":{"style":"BADGE_STYLE_TYPE_SIMPLE","label":"New","trackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA="}}],"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_mQDv3YYtwrEY-oFDf_zzH-iLoSFxmjDh2GhAG5CFyMNfY=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"ownerBadges":[{"metadataBadgeRenderer":{"icon":{"iconType":"CHECK_CIRCLE_THICK"},"style":"BADGE_STYLE_TYPE_VERIFIED","tooltip":"Verified","trackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA=","accessibilityData":{"label":"Verified"}}}],"trackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXBA5-S2nruQvbE6","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"2.9 million views"}},"simpleText":"2.9M views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CPYBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CPYBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"OmL0g7PNsmc","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CPYBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["OmL0g7PNsmc"],"params":"CAQ%3D"}},"videoIds":["OmL0g7PNsmc"]}},{"clickTrackingParams":"CPYBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CPcBELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"CPYBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CPUBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"OmL0g7PNsmc","onAddCommand":{"clickTrackingParams":"CPUBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"OmL0g7PNsmc","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CPUBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtPbUwwZzdQTnNtYw%3D%3D","commands":[{"clickTrackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CPQBEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"CPEBEKQwGAMiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"28 minutes, 49 seconds"}},"simpleText":"28:49"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CPMBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"OmL0g7PNsmc","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CPMBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"OmL0g7PNsmc"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CPMBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CPIBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CPIBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"OmL0g7PNsmc","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CPIBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["OmL0g7PNsmc"],"params":"CAQ%3D"}},"videoIds":["OmL0g7PNsmc"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CPIBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"BREAKING NEWS: Trump, Macron Take Multiple Questions From The Press During Oval Office Meeting - 28 minutes - Go to channel - Forbes Breaking News - 2.9M views - 17 hours ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/OmL0g7PNsmc/mqdefault_6s.webp?du=3000 sqp=CILs9r0G rs=AOn4CLCk9jXCD1X4vYm-V8EhwadihyN9vQ","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"_XH5cwQax7E","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/_XH5cwQax7E/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLCsiIO_0jimy6tXz61eGxQLb0iJdw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/_XH5cwQax7E/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLD3j8i8erEXBR5BPcxoe-KwMlyEUg","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"5.8 Anchors (Scoped rules) (ENG AUDIO, ENG TEXT) by KHU IAILab 1,492 views 4 years ago 16 minutes"}},"simpleText":"5.8 Anchors (Scoped rules) (ENG AUDIO, ENG TEXT)"},"longBylineText":{"runs":[{"text":"KHU IAILab","navigationEndpoint":{"clickTrackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@khuiailab584","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UC2XRRGqFAs0d4gvuwhI-QTQ","canonicalBaseUrl":"/@khuiailab584"}}}]},"publishedTimeText":{"simpleText":"4 years ago"},"viewCountText":{"simpleText":"1,492 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"16 minutes, 40 seconds"}},"simpleText":"16:40"},"navigationEndpoint":{"clickTrackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=_XH5cwQax7E","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"_XH5cwQax7E","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr4---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=fd71f973041ac7b1 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=560000 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"KHU IAILab","navigationEndpoint":{"clickTrackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@khuiailab584","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UC2XRRGqFAs0d4gvuwhI-QTQ","canonicalBaseUrl":"/@khuiailab584"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_l3Syne0OZ4obZLbevI53qJbf-KZEBhkW4XwvyuKm7KUA=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXBAsY_roLCu_rj9AQ==","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"1.4K views"}},"simpleText":"1.4K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CO8BEP6YBBgFIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CO8BEP6YBBgFIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"_XH5cwQax7E","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CO8BEP6YBBgFIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["_XH5cwQax7E"],"params":"CAQ%3D"}},"videoIds":["_XH5cwQax7E"]}},{"clickTrackingParams":"CO8BEP6YBBgFIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CPABELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"CO8BEP6YBBgFIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CO4BENGqBRgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"_XH5cwQax7E","onAddCommand":{"clickTrackingParams":"CO4BENGqBRgGIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"_XH5cwQax7E","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CO4BENGqBRgGIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtfWEg1Y3dRYXg3RQ%3D%3D","commands":[{"clickTrackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CO0BEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"COoBEKQwGAQiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"16 minutes, 40 seconds"}},"simpleText":"16:40"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COwBEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"_XH5cwQax7E","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"COwBEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"_XH5cwQax7E"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COwBEPnnAxgBIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COsBEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"COsBEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"_XH5cwQax7E","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"COsBEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["_XH5cwQax7E"],"params":"CAQ%3D"}},"videoIds":["_XH5cwQax7E"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COsBEMfsBBgCIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"5.8 Anchors (Scoped rules) (ENG AUDIO, ENG TEXT) - 16 minutes - Go to channel - KHU IAILab - 1.4K views - 4 years ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"4EZ7gayXMSI","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/4EZ7gayXMSI/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLDZSvms9nZ8PK38B_X8_8kl2PGYpg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/4EZ7gayXMSI/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLAgOdseSqjo2aTqeQmid0njjKv4hw","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Lawrence: Trump humiliated on the world stage as France's Macron instantly corrects his Ukraine lie by MSNBC 923,404 views 7 hours ago 13 minutes, 36 seconds"}},"simpleText":"Lawrence: Trump humiliated on the world stage as France's Macron instantly corrects his Ukraine lie"},"longBylineText":{"runs":[{"text":"MSNBC","navigationEndpoint":{"clickTrackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@msnbc","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCaXkIU1QidjPwiAYu6GcHjg","canonicalBaseUrl":"/@msnbc"}}}]},"publishedTimeText":{"simpleText":"7 hours ago"},"viewCountText":{"simpleText":"923,404 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"13 minutes, 36 seconds"}},"simpleText":"13:36"},"navigationEndpoint":{"clickTrackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWRIpbahnMHiw4KtAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=4EZ7gayXMSI","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"4EZ7gayXMSI","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr4---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=e0467b81ac973122 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=560000 mt=1740486798 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE2MQ rxtags=Cg4KAnR4Egg1MTM5MzE2MA%2CCg4KAnR4Egg1MTM5MzE2MQ%2CCg4KAnR4Egg1MTM5MzE2Mg%2CCg4KAnR4Egg1MTM5MzE2Mw%2CCg4KAnR4Egg1MTM5MzE2NA"}}}}},"shortBylineText":{"runs":[{"text":"MSNBC","navigationEndpoint":{"clickTrackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@msnbc","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCaXkIU1QidjPwiAYu6GcHjg","canonicalBaseUrl":"/@msnbc"}}}]},"badges":[{"metadataBadgeRenderer":{"style":"BADGE_STYLE_TYPE_SIMPLE","label":"New","trackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA="}}],"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/Kn00Sgjs6hlFbGtbYmE2bqMrGr_Gbz062eFK_fnVfziUN4HZ2C6I988wsfARNEcFwBB_5rARdw=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"ownerBadges":[{"metadataBadgeRenderer":{"icon":{"iconType":"CHECK_CIRCLE_THICK"},"style":"BADGE_STYLE_TYPE_VERIFIED","tooltip":"Verified","trackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA=","accessibilityData":{"label":"Verified"}}}],"trackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXBAouLc5JrwnqPgAQ==","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"923K views"}},"simpleText":"923K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"COgBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"COgBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"4EZ7gayXMSI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"COgBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["4EZ7gayXMSI"],"params":"CAQ%3D"}},"videoIds":["4EZ7gayXMSI"]}},{"clickTrackingParams":"COgBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"COkBELlqIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},"popupType":"TOAST"}}]}},"trackingParams":"COgBEP6YBBgIIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"COcBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w","offlineVideoEndpoint":{"videoId":"4EZ7gayXMSI","onAddCommand":{"clickTrackingParams":"COcBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w","getDownloadActionCommand":{"videoId":"4EZ7gayXMSI","params":"CAIQAA%3D%3D"}}}},"trackingParams":"COcBENGqBRgJIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"Cgs0RVo3Z2F5WE1TSQ%3D%3D","commands":[{"clickTrackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"COYBEI5iIhMIqt_Tp-veiwMVlER6BR1cJB1w","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA=","hasSeparator":true}}],"trackingParams":"COMBEKQwGAUiEwiq39On696LAxWURHoFHVwkHXA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"13 minutes, 36 seconds"}},"simpleText":"13:36"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COUBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"4EZ7gayXMSI","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"COUBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"4EZ7gayXMSI"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COUBEPnnAxgDIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COQBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"COQBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"4EZ7gayXMSI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"COQBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["4EZ7gayXMSI"],"params":"CAQ%3D"}},"videoIds":["4EZ7gayXMSI"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COQBEMfsBBgEIhMIqt_Tp-veiwMVlER6BR1cJB1w"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Lawrence: Trump humiliated on the world stage as France's Macron instantly corrects his Ukraine lie - 13 minutes, 36 seconds - Go to channel - MSNBC - 923K views - 7 hours ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/4EZ7gayXMSI/mqdefault_6s.webp?du=3000 sqp=CPLI9r0G rs=AOn4CLA4tAg425rJbgeylea8Yfl32WVpTw","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"lockupViewModel":{"contentImage":{"collectionThumbnailViewModel":{"primaryThumbnail":{"thumbnailViewModel":{"image":{"sources":[{"url":"https://i.ytimg.com/vi/OZJ1IgSgP9E/hqdefault.jpg?sqp=-oaymwEWCKgBEF5IWvKriqkDCQgBFQAAiEIYAQ== rs=AOn4CLBPSOUE-mCC1fdmGw5q3qTKhsWS1Q","width":168,"height":94},{"url":"https://i.ytimg.com/vi/OZJ1IgSgP9E/hqdefault.jpg?sqp=-oaymwEXCNACELwBSFryq4qpAwkIARUAAIhCGAE= rs=AOn4CLBboy6df3AOg45wUwKr6lULNWu9Eg","width":336,"height":188}]},"overlays":[{"thumbnailOverlayBadgeViewModel":{"thumbnailBadges":[{"thumbnailBadgeViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"PLAYLISTS"}}]},"text":"13 videos","badgeStyle":"THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT","backgroundColor":{"lightTheme":2432307,"darkTheme":2432307}}}],"position":"THUMBNAIL_OVERLAY_BADGE_POSITION_BOTTOM_END"}},{"thumbnailHoverOverlayViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"PLAY_ALL"}}]},"text":{"content":"Play all","styleRuns":[{"startIndex":0,"length":8}]},"style":"THUMBNAIL_HOVER_OVERLAY_STYLE_COVER"}}],"backgroundColor":{"lightTheme":3681356,"darkTheme":3681356}}},"stackColor":{"lightTheme":8088473,"darkTheme":8879259}}},"metadata":{"lockupMetadataViewModel":{"title":{"content":"Explainable AI"},"metadata":{"contentMetadataViewModel":{"metadataRows":[{"metadataParts":[{"text":{"content":"DeepFindr

#############################