Technology

They are going to implement an AI detector detector detector.

Fun fact, this loop is kinda how one of the generative ML algorithms works. This algorithm is called Generative Adversarial Networks or GAN.

You have a so-called Generator neural network G that generates something (usually images) from random noise and a Discriminator neural network D that can take images (or whatever you're generating) as input and outputs whether this is real or fake (not actually in a binary way, but as a continuous value). D is trained on images from G, which should be classified as fake, and real images from a dataset that should be classified as real. G is trained to generate images from random noise vectors that fool D into thinking they're real. D is, like most neural networks, essentially just a mathematical function so you can just compute how to adjust the generated image to make it appear more real using derivatives.

In the perfect case these 2 networks battle until they reach peak performance. In practice you usually need to do some extra shit to prevent the whole situation from crashing and burning. What often happens, for instance, is that D becomes so good that it doesn't provide any useful feedback anymore. It sees the generated images as 100% fake, meaning there's no longer an obvious way to alter the generated image to make it seem more real.

Sorry for the infodump :3

Not really just short form, it's more of a take on video feeds rather than just the limited length quickcontent Vine was famous about.

Obviously the focus is still on short(ish) content format, but I see more and more people transition to longer videos to deliver content. On YT/Facebook most videos I see nowadays are 10min or above.

More tiktok than vine, really

Yes.

Bluesky is decentralized, its just decentralized in a different way than Fediverse apps. A lot of fediverse people assume all decentralization would look like ActivityPub, so they just say its fake decentralization rather than learning how it works. (I know because I used to do the same, then I realized how little I understood it from this great blog post, and have since learned a lot more about it.)

There is already alternative infrastructure available (i.e. Blacksky and a variety of other applications hosted using ATProto (you can see a few here: https://bsky.social/about).

You can use any of these apps while maintaining full control of your own data by running your own PDS, or using any community maintained PDS. If you already have an account on the Bluesky PDS, you can migrate it, retaining all of your data. If you dont feel like migrating yet, you can also just export your rotation key, which would allow you to maintain control of your account even in the event that the Bluesky PDS does become evil or something.

Speaking of ATProto, sprk.so is a similar upcoming app, although I think its going to be more similar to TikTok than Vine.