Today, while AI models for languages and machine learning have not scaled into accurate systems, I have seen a lab producing the future. The Thinking Solutions lab in Australia has been developing a new language algorithm since 2006.
Its approach is very different to the computer model designed by Alan Turing in the 1930s and that has been scaled up since the 1950s by governments, IBM and others. Rather than that model, the Thinking Solutions language algorithm efficiently uses hierarchical patterns to meet the needs of human language and by incorporating unexploited linguistics.
Dr. Hossein Eslambolchi explores the features of a revolutionary linguistics model to see where machine understanding will come from.