The next generation LLM by Google has advanced reasoning capabilities, and has multi-lingual proficiency. In their overview video, the company showed PaLM 2 easily translating sections of code from one programming language to another.

They say that the use of compute-optimal scaling, that is scaling the model size and the training data size in proportion to each other has led to PaLM 2 actually being smaller than the previous version, whilst still having better performance.

No date yet on exactly when it will be available to the public.

https://www.youtube.com/watch?v=yAANQypgOo8
https://ai.google/discover/palm2