Why Smart Engineers Fail NVIDIA NCP-AAI (Experience ≠ Exam Success)

Smart engineers don’t fail because they lack skill.
They fail because exams test specific patterns — not experience.

What you’ll learn

• Why NVIDIA platform questions silently cost 7–10%
• Why LangGraph implementation knowledge matters
• The 5 repeat mistakes that cause a 65% score

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