It won't happen due to Gell-Mann amnesia. It "helps" that LLMs never admit to not knowing something. So from average user point of view it looks like the agents

It won't happen due to Gell-Mann amnesia. It "helps" that LLMs never admit to not knowing something. So from average user point of view it looks like the agents know everything and are only under-educated in the one domain the user is actually the specialist.