Re-Imagining Reality in the Age of AI
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Category: AI Planning

Is Symbolic AI back in the mix in the age of LLMs?

July 26, 2026July 31, 2026 madhuAI, AI Planning, AI/ML, Text Analytics

The past year of LLM research has focused on making the following improvements to the basic LLM machinery to overcome a number of LLM issues which are discussed elsewhere (for example, LLMs are not good at “inferring” or grokking rules…

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Revisiting the notion of “State” in World Models – what does it really mean?

June 4, 2026June 16, 2026 madhuAI, AI Planning, AI/ML

A recent substack article on world models by Fei-Fei Li suggests a taxonomy of world models – renderers, simulators and planners. Embedded in the article is a brief blurb on the notion of “state” – as paraphrased below – “The…

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Recent Ruminations

  • Re-imagining the scope of Physical AI September 1, 2026
  • Is Symbolic AI back in the mix in the age of LLMs? July 26, 2026
  • Revisiting the notion of “State” in World Models – what does it really mean? June 4, 2026
  • Intellectual Property Management in the age of AI – To patent or not? May 16, 2026
  • A generalist or a specialist in the age of AI – what is your bailiwick? May 2, 2026

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Essays

  • On Asking the Right Question
  • On Going to Graduate School – Some Reflections and pointers!
  • State – What does it mean in the computational world ?
  • What makes a good thesis problem?

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