First thoughts on the VACNET Labeling Portal after ~300 clips watched:
> There are not as many rage hackers as low 1k-5k Premier Elo lobby players. I'd say spinbots are being shown every 20 clips, while random kills happening because little Timmy still hasn't set up his sensitivity are way more common.
> Clips sometimes feel too short or unnecessarily long. There are moments where it takes 10 seconds to build up to a normal kill without anything suspicious, but there are also moments where a kill happens in the first 3 seconds and nothing after that. Basically, there is a lot of dead space.
> I love the fact that it is in a browser and it is way easier to get into watching a suspect. CS:GO Overwatch took way too long to start, and the controls for going forward and backward made it really annoying, especially if you wanted to do many reviews in one run.
> Lowkey, it feels addicting from time to time. You get to see perspectives you probably wouldn't care that much to see after facing cheaters. You don't have to download a demo and then find the specific round to see what happened. You also see moments from Elos that you probably never reached, either high or low games. Seeing people getting reported for the most obvious kills just because someone heard a player pushing, etc., is so funny.
One label a day keeps the cheaters away.