I used to think that world models are really good direction to AGI. It may be an argument against their safety as words simulation accelerates AGI.
The most direct way to create worlds model is to create Earth model where all objects has locations in space and time. In that case, the language is operations over such objects. Eg “a car moves from home to works” can be represented in the world model. Some advance knowledge databases as Wolfram Alpha or Google Maps may include such world model. Also may be Palantir.
I experimented with worldsim—this is a typical LLM but prompted as being a description of the world in some place and time, eg a Soviet city in 1980s. I find that LLM can works as worldsim but the level of errors is still high.
I used to think that world models are really good direction to AGI. It may be an argument against their safety as words simulation accelerates AGI.
The most direct way to create worlds model is to create Earth model where all objects has locations in space and time. In that case, the language is operations over such objects. Eg “a car moves from home to works” can be represented in the world model. Some advance knowledge databases as Wolfram Alpha or Google Maps may include such world model. Also may be Palantir.
I experimented with worldsim—this is a typical LLM but prompted as being a description of the world in some place and time, eg a Soviet city in 1980s. I find that LLM can works as worldsim but the level of errors is still high.