Global dynamics will be shaped by shared knowledge. If language models are used to automate the construction of knowledge graphs from unstructured input such as conversations, there need to be benchmarks for accuracy, coherence, and consistency of the constructed databases; and, measures of the latency and speed of output. The models should also be tested after being compiled to optimize the performance for specific hardware platforms such as smartphones.
Global dynamics will be shaped by shared knowledge. If language models are used to automate the construction of knowledge graphs from unstructured input such as conversations, there need to be benchmarks for accuracy, coherence, and consistency of the constructed databases; and, measures of the latency and speed of output. The models should also be tested after being compiled to optimize the performance for specific hardware platforms such as smartphones.