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Puneet Jindal · @puneetjindal

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Explaining And Trusting Model Decisions

From linkedin.com/in/puneetjindalisb

New AI visual‑explanation tools can now explain why it classifies an image as a cat or a dog, addressing the long‑standing demand for visual feature‑based justification.

Now your AI can also explain why its a cat or dog!!!

I am exploring whether Symbolic AI can supply the missing logical reasoning and explainability that neural networks lack, especially for high‑stakes AI use cases.

Can Symbolic AI fill in the explainability and related gaps in neural networks?