Module
Capabilities, limits and hallucinations
Explains what LLMs do well, where they fail, and why confident answers can still be wrong.
3 lessons • 410 XP available
This block's action items in the Playbook →Lessons
1
What LLMs are great at (and what they are not)
+130 XPIdentify tasks LLMs handle well and tasks they handle poorly.
2
Hallucinations: why confident answers can be wrong
+150 XPUnderstand why models invent confident but false information.
3
What a model actually does: prediction, not understanding
+130 XPGrasp that models predict likely text rather than truly understand it.