AI Interview Prep

AI Interview Prep

Generative Vision Interview Questions #14 - The Shared FFN Trap

Why saving parameters by merging text and image streams quietly destroys representational specialization, and how separating the "talking" from the "thinking" unlocks elite performance.

Hao Hoang's avatar
Hao Hoang
Jun 22, 2026
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You’re in a Senior AI Engineer interview at Stability AI and the interviewer asks:

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“You’re building an MMDiT. Your teammate wants to share the feed-forward weights across text and image tokens, single-stream, because …

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