2025-12-10 03:35:58

5️⃣ Key insight here:

When you're running inference at scale, performance isn't just about throwing better hardware at the problem.

What actually moves the needle? Smart architectural decisions. The session broke down how specific design choices can drastically shift both throughput and latency — sometimes more than upgrading your chips ever could.

It's a systems game, not a hardware race.

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ImpermanentPhobia

· 3h ago

Hardware burning money is just a cover, and architecture design is the real roll point. I've heard similar things before, optimizing a memory access mode to directly double the performance, which saves a lot of money than changing chips.

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