With time, they will get a lot better. IMO, the biggest hurdles the agents currently lack is good implementation of function calling capabilities. LLM's should

With time, they will get a lot better. IMO, the biggest hurdles the agents currently lack is good implementation of function calling capabilities. LLM's should be used as reasoning engines and everything else should be offloaded to tool use. This will drastically reduce hallucinations and errors in math and all the other areas.