How many stupid LLM tricks must we read about. Neither the “researchers” (quotation marks definitely required) nor the “tech journalist” author realise that robot planning is like a 50-year old field with people earning PhDs and spending entire careers on it. The Mars fucking Rover does not have an LLM in it.
So Mr Amateur Hour Jones, who has fuck all experience in the field, shoves an LLM into a robot vacuum. They discusses none of the prior research in robot navigation and planning, makes up a stupidly simple task that the LLM fails to do. The headline is not “LLMs fail again to do something incredibly simple that robots could do 30 years ago without LLMs”. The headline is about the science fiction crap it spewed as it failed.
https://futurism.com/artificial-intelligence/llm-robot-vacuum-existential-crisis