Google has revealed new benchmark results for its custom TensorFlow processing unit, or TPU. In inference workloads, the company's ASIC positively smokes hardware from Intel, Nvidia. Source: Google's dedicated TensorFlow processor, or TPU, crushes Intel, Nvidia in inference workloads - ExtremeTech

With all the work you’re doing to create a humanlike persona for your AI, the last thing you want to do is break the spell with a lapse into botlike behavior — especially in the form of intrusive marketing. You might want to build your AI to offer tips and suggestions, but I would advise that you do so carefully and [...]

shows the limits of relying purely on statistical machine learning. “At some point, we have to admit that we need a little bit of semantics and a little bit of syntactic knowledge in these systems in order for them to be fluid and fluent,” says Hammond. Source: An Algorithm Summarizes Lengthy Text Surprisingly Well - MIT Technology Review