pup_atlas

@pup_atlas@pawb.social

• ⁨Comment⁩ on ⁨[deleted]⁩ ⁨⁨6⁩ ⁨months⁩ ago⁩:

  Indexing and lookups on datasets as big as companies like Google and Amazon are running also take trillions of operations to complete, especially when you take into account the constant reindexing that needs to be done. In some cases, encoding data into a neural network is actually cheaper than storing the data itself. You can see this in practice with gaussian splatting point cloud capture, where they are training networks to guide points in the cloud at runtime, rather than storing the position of trillions of points over time.

• ⁨Comment⁩ on ⁨[deleted]⁩ ⁨⁨6⁩ ⁨months⁩ ago⁩:

  I firmly believe it will slow down significantly. My prediction for the future is that there will be a much bigger focus on a few “base” models that will be tweaked slightly for different roles, rather than “from the ground up” retraining like we see now. The industry is already starting to move in that direction.

• ⁨Comment⁩ on ⁨[deleted]⁩ ⁨⁨6⁩ ⁨months⁩ ago⁩:

  While I agree in principle, one thing I’d like to clarify is that TRAINING is super energy intensive, once the network ins trained, it’s more or less static. Actually using the network isn’t dramatically more energy than any other indexed database lookup.

• ⁨Comment⁩ on ⁨I have unlimited cellular data on my phone but not if I use it as a hotspot.⁩ ⁨⁨7⁩ ⁨months⁩ ago⁩:

  Nope, it’s either inspecting the TTL of packets coming from your phone (unless you have a VERY custom setup, the TTL from devices other than your phone will be very different), or it’s deep packet inspection. I tried to trick t-mobile last year into giving me home internet on a phone sim, so I did a whack ton of research.

• ⁨Comment⁩ on ⁨YouTube’s ad blocker problems are just an AdBlock Plus bug⁩ ⁨⁨10⁩ ⁨months⁩ ago⁩:

  That would be a dream come true for Youtube. Think about how that would affect them financially, they would be serving significantly less load, but they would still rake in all those Youtube premium subscriptions. It would effectively be campaigning to remove the users who aren’t monetized from the platform.