Language models with toys. The calculator, Python REPL, search engine, database, simulation, games, other AI's can easily blend with large language models lifti

Language models with toys. The calculator, Python REPL, search engine, database, simulation, games, other AI's can easily blend with large language models lifting some weight off their shoulders. For example, for a physics question the LM could write a small simulation, run the simulation and interpret results back to the user. That's possible when models can do code execution.