Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification

arXiv:2308.03929v4 Announce Type: replace-cross
Abstract: Since the launch of various generative AI tools, scientists have been striving to evaluate their capabilities and contents, in the hope of establishing trust in their generative abilities. Regulations and guidelines are emerging to verify generated contents and identify novel uses. we aspire to demonstrate how ChatGPT claims are checked computationally using the rigor of network models. We aim to achieve fact-checking of the knowledge embedded in biological graphs that were contrived from ChatGPT contents …

abstract ai tools arxiv aspire capabilities contents cs.ai cs.cl disease fact-checking gene generated generative generative ai tools graphs guidelines identify launch novel ontology regulations scientists tools trust type verification verify