LLM-AAI

Animal-AI

Benchmarks

This paper highlights the limitations of evaluating an LLM’s physical commonsense reasoning using only static text or image benchmarks. Such approaches lack ecological validity and construct validity, making it hard to tell whether the model truly understands causal relationships in the physical world.

A little less conversation, a little more action, please:...

As general-purpose tools, Large Language Models (LLMs) must often reason about everyday physical environments. In a question-and-answer capacity, understanding the interactions of physical objects...