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2 years ago in Base Papers By Vineet

What kind of questions can I expect in a PhD interview for a Computer Science program focused on Artificial Intelligence?

I have an interview next week. I've reviewed my proposal, but I'm nervous about the unexpected. Are they going to grill me on advanced math, or focus more on my research vision and problem-solving approach?

ArtificialIntelligence InterviewPreparation

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By Bharat Answered 1 year ago

From my experience on both sides of the table, expect a three-layer interview. First, they’ll test your fundamental understanding—be ready to intuitively explain core concepts like overfitting, gradient descent, or attention mechanisms. Second, they’ll dive into your proposal’s weakest point; prepare to defend your methodology choice and limitations. Third, and most crucial, they’ll assess research maturity with open-ended puzzles or recent paper critiques. I recommend practicing aloud: “How would you improve this SOTA model?” Your goal isn’t perfect answers, but demonstrating a curious, analytical, and resilient mindset fit for PhD-level struggles.

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