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This is incorrect. In the process of producing each token, activations are produced at each layer which are made available to future token production processes via the attention me…

I think this ignores the fact that an agent can be meaningfully embodied in the internet, using APIs for sensors and actuators. OpenAI's training of large language models with rein…

Microsoft (Semantic Machines) | Senior Software Engineer | Berkeley, CA or Boston, MA or Redmond, WA or fully REMOTE | Full Time The Semantic Machines group is bringing next-genera…

We put a lot of work into this post to explain some of the deeper problems we are trying to address in our conversational AI framework: https://www.microsoft.com/en-us/research/gro…

At Semantic Machines [0] we rely heavily on probabilistic programming to build state-of-the-art dialogue systems. In particular, we use a library called PNP (probabilistic neural p…

Configurability was a major design goal. Check out the test for examples of how to insert your own leaf generators or wrappers: https://github.com/Prismatic/schema/blob/master/test…

Author here, would love to hear feedback, and more than happy to answer questions

Author here, would love feedback on this, and also happy to answer any questions.

Yep, that sounds about right. For us, API communication and some global events flow through channels into the app state, where it's distributed to components. For routing we've bui…

We're still figuring out exactly where the boundary lies, but our current approach is much like yours -- view state that's purely local to a component goes in local state, and ever…

No, you are still free to organize your application state however you wish. For example, our app dynamically pulls in content as you browse from feed to feed and use infinite scrol…

Engineer @ Prismatic here. I'm happy to answer any questions about the post or our experiences with the rewrite.

Also perhaps interesting for comparison, a Clojure library called Vertigo that emulates C structs with high performance on top of byte buffers: https://github.com/ztellman/vertigo

I'm really excited about this library -- thanks Leon and Climate for releasing it!

Author here, interested in your comments and happy to answer any questions.

Author here; happy to answer any questions. Feedback and suggestions for improvement are very welcome as well.