| CPC G06F 40/166 (2020.01) [G06F 16/2379 (2019.01)] | 22 Claims |

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1. A method comprising:
accessing, using control circuitry, a video content item;
analyzing, using the control circuitry, at least one frame of the video content item to identify text presented within the video content item and to determine whether the text includes time-sensitive information;
identifying, using the control circuitry, a cut-off time after which at least a portion of the text comprising the time-sensitive information ceases to be up-to-date relative to subject matter of the video content item as caused at least in part by a time of access of the video content item;
determining, using the control circuitry, that the identified cut-off time has been reached;
determining, using the control circuitry, an update of the text based at least in part on temporally new information available from a fact-checking service that verifies context of the time-sensitive information based on one or more of temporally current statistics or temporally current facts that characterize subject matter of the video content item relative to the time of access of the video content item;
automatically modifying without user input, using the control circuitry, the video content item based on the update of the text; and
providing for display, using the control circuitry, the modified video content item.
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