1,682 karma · joined March 21, 2016
Great men I admire: - Jimi Hendrix - Claude Shannon - Carl Sagan
When encoding videos there's a "speed" parameter that basically tells the encoder to spend more CPU time compressing the frames. It results in a smaller output size while maintaining the same level of quality but takes much longer to encode. I'm sure that's part of what YT is doing here, an initial quick encode to get the video live then another pass to reduce filesize for long term storage. Good find!
I'm guessing that the perceived higher quality in the smaller file is because the encoder was able to find a more accurate way to represent those frames with the same or fewer number of bits since it has more time to search for the optimal encoding.
With this, it could always be repurposed if something new and shiny comes along
I wrote a typescript API generator for ComfyUI recently and having programmatic access to let you build and send the execution graphs is a game changer. Hoping to have time to release it soon. Same can easily be done for any other language. Exciting stuff!
I think there's so much unexplored potential in UI and workflows around generative AI, we've barely scratched the surface. Very exciting times ahead!
;)
Good thing we don't have any warp speed vaccines that compress this vital process!
I've successfully talked stubborn execs out of bad ideas by framing things in terms they understand (risk, costs, reputation). And by doing so earned more respect which I can further leverage in the future.
Going from an ownership model to a rent-extracting subscription model is a HORRIBLE idea that almost no one wants (just execs who see $$$ and few gamers living in cities with low-latency high bandwidth internet)