# AI's Symbolic Interpretation

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**Category:** Beginners\
**Created:** [January 31, 2024, 7:55am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fais-symbolic-interpretation%2F71293 "2024-01-31T07:55:53Z")\
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**Author:** ![BeauAlexander](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/beaualexander/32/37984_2.png) [@BeauAlexander](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FBeauAlexander)%5C
**Post date:** [January 31, 2024, 7:55am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fais-symbolic-interpretation%2F71293%2F1 "2024-01-31T07:55:53Z")

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What are some prominent examples of how AI systems interpret and manipulate symbolic representations, and what are the implications for the future of AI research and applications for [backwards 3](https://backwards3.info/backwards-3/)?