$NVIDIA(NVDA)$ It's getting attention again after reports about Blackwell optimizations and significant efficiency gains in model performance.
Not trying to overhype it, just reacting to what's being discussed.
What stands out:
Blackwell optimization reportedly boosts DeepSeek V4 performance by about 5x.
Token costs cut to roughly 20% of prior levels.
Improvements are driven by software and system stack, not just hardware.
CUDA and networking layers are improving GPU utilization.
More value is being extracted after deployment.
Why this matters:
The narrative is shifting from just "faster chips" to "system-level efficiency." That changes how people think about long-term demand, because each deployed GPU can potentially do more work over time.
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