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AI Interview Series #4: Explain KV Caching

Question: Youโ€™re deploying an LLM in production. Here's what you need to know.

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Sunday, December 21, 2025 ๐Ÿ“– 1 min read
AI Interview Series #4: Explain KV Caching
Image: MarkTechPost

Whatโ€™s Happening

Alright so Question: Youโ€™re deploying an LLM in production.

Generating the first few tokens is fast, but as the sequence grows, each additional token takes progressively longer to generateโ€”even though the model architecture and hardware remain the same. (wild, right?)

If compute isnโ€™t the primary bottleneck, what inefficiency is causing this slowdown, and how would you redesign the inference [] The post AI Interview Series #4: Explain KV Caching appeared first on MarkTechPost.

Why This Matters

The AI space continues to evolve at a wild pace, with developments like this becoming more common.

As AI capabilities expand, weโ€™re seeing more announcements like this reshape the industry.

The Bottom Line

This story is still developing, and weโ€™ll keep you updated as more info drops.

Are you here for this or nah?

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Originally reported by MarkTechPost

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