AI Stack Exchange
2024-11-18 11:39 UTC
By Arthur Delannoy
AI-110-20241118-social-media-29e4e6b5
LLM are not intelligent, but can it help us create a logical world model?
LLMs are proven not intelligent, they have scanned the entire internet and sometimes cannot answer simple question -> It doesn't understand the world we live in. But LLM have a small sense of logic and common sense if used well, it can perform small correct logical tasks. Can we build, wih an automated AI, a world model (Yann le Cun) that is entirely logical and deterministic ? Example : Current LLM We ask how many 'r' are in "straberry" The LLM answer wrong LLM building logical world model We ask how many 'r' are in "strawberry" The LLM is tasked to create a Method that do this task The LLM now write a function that execute this task This function is then stored in a database as a code that answer the question The answer is now available to everyone faster (just execute the function, the LLM is not needed and thus is more energy efficient (for simple answer)). And the answer is now correct because the LLM ceated a blueprint that can answer that question. (Also this code can be debugged and we can understand if a problem arise) The function can be modified by the LLM later (ex: whe want to know how many 'b' are in "strawberry" now, then the LLM can generalize the function!) The space that store the created function can be called a logical world model : functions that answer a question (because i do think that the target of AI is not to recreate a human mind but to answer question accurately and efficiently) We can chain/connect different functions to answer more complex ques…
LLMs are proven not intelligent, they have scanned the entire internet and sometimes cannot answer simple question -> It doesn't understand the world we live in. But LLM have a small sense of logic and common sense if used well, it can perform small correct logical tasks. Can we build, wih an automated AI, a world model (Yann le Cun) that is entirely logical and deterministic ? Example : Current LLM We ask how many 'r' are in "straberry" The LLM answer wrong LLM building logical world model We ask how many 'r' are in "strawberry" The LLM is tasked to create a Method that do this task The LLM now write a function that execute this task This function is then stored in a database as a code that answer the question The answer is now available to everyone faster (just execute the function, the LLM is not needed and thus is more energy efficient (for simple answer)). And the answer is now correct because the LLM ceated a blueprint that can answer that question. (Also this code can be debugged and we can understand if a problem arise) The function can be modified by the LLM later (ex: whe want to know how many 'b' are in "strawberry" now, then the LLM can generalize the function!) The space that store the created function can be called a logical world model : functions that answer a question (because i do think that the target of AI is not to recreate a human mind but to answer question accurately and efficiently) We can chain/connect different functions to answer more complex ques…
Full article content could not be extracted automatically. Read the original below.
Source:
AI Stack Exchange
· ai.stackexchange.com