Actuators and sensors

If LLMs can be paired with actuators and sensors ie robots or drones that are connected to the internet, then they can avoid pizza glue situations by actually trying out when feasible or talking to pizza making robots. This calls for general audience cooks that share their experiences like the blog minded than the chef trying to keep their recipe a secret.

LLMs can then delearn what is not useful and readjust weights.

Then we can have more of Move 37 in Go game that made sense only later on. Geoffrey Hinton in the video talks about three concepts of language.

Imagine a biosphere of robots, a passage of rite before they can be released in the wild real world where the scenarios are not all that they can be prepared for.

This vision is also referred to as physical intelligence.