EvoClass
PolyU COMP5511 • Lab 11
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.
Open Colab Notebook
Session
Lab 11
Date
2026-03-30
Instructor
Ran Cheng
Duration
60 Mins
