The Future Path (Neuro-Symbolic & Agents) - The Weather Advisor

Review - The Limits of Deep Learning

• In Assignment 2, we saw how powerful Large Language Models (LLMs) are.
• However, LLMs have a major weakness: they are locked in a box.
• They only know what they were trained on (knowledge cutoff).
• They cannot browse the live internet, check the weather, or use a calculator.

The AI is disconnected from the real world.