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ChatGPT creators try to use artificial intelligence to explain itself.
🤖 Researchers at OpenAI develop a unique way to understand the behavior of AI systems.
🧐 AI models such as GPT come with the black box problem, making it hard to comprehend the inner workings of such systems.
🤔 Engineers and interpretability researchers have struggled to look inside the model to better understand what's going on. Even finding specific neurons and their function has been a herculean task that requires manual inspection.
💡 OpenAI tried to use GPT-4 to create an automated process that could explain the previous models' behavior by using natural language explanations to pick through patterns more efficiently.
👎 Despite most of the explanations not working out as expected, the experiment showed that it is possible to use AI technology to explain itself.
🌐 Nevertheless, the system as it exists is not as good as humans at explaining behavior, and part of the problem is that the AI may use concepts and mechanisms that humans don't have a name for or don't understand completely.
👨💻 As AI technology advances, researchers hope to find better ways of understanding the behavior of AI systems while addressing the challenges faced.
#AIbehavior #Interpretability #Insights
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