YouTube Premium and YouTube Music are now more expensive

while the workforce reskills and reconfigures -- as has been the case historically.

has this autoregressive aspect.DeepMind and Google Brains Perceiver AR architecture reduces the task of computing the combinatorial nature of inputs and outputs into a latent space.

which enhanced the output of Perceiver to accommodate more than just classification.to attend to anything and everything in order assemble the probability distribution that makes for the attention map.and an ability to get much greater context — more input symbols — at the same computing budget:The Transformer is limited to a context length of 2.

where representations of input are compressed.The original Perceiver in fact brought improved efficiency over Transformers by performing attention on a latent representation of input.

the wall clock time to compute Perceiver AR.

contextual structure and the computational properties of Transformers.the number of microtaskers is huge and growing.

his best hope for us is happy retirement.the human partner is one or more invisible microtask workers being paid tiny amounts to label images.

book review: Temperature rising. We have seen these workers lives documented before -- for example.