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Ai Infrastructure

CRASHTECH / DISCOVERY

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Audio waveforms move through a tuned accelerator and a lightweight runtime into a transcription pipeline.
Ai Infrastructure4 min

Deepgram's Trainium Port Shows Why Inference Cost Depends on the Whole Stack

Deepgram and AWS report 11–70% more offline transcription per dollar on one Trainium2 setup. The kernels, runtime and workload explain the narrow result.

A prompt-processing node and a token-generation node exchange cached context over a fast interconnect.
Ai Infrastructure4 min

Why LLM Serving Teams Are Turning KV Cache Transfer Into a First-Class Design Choice

Two new vLLM transfer techniques target first-token latency by overlapping movement and reusing multi-turn context. See where each helps and what it costs.

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Inference4Kv Cache2Latency2Speech Recognition2Vllm2

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How many Ai Infrastructure articles has Crashtech published?

2 articles on this beat, the most recent published October 20, 2026 and the earliest October 20, 2026. 6 questions have a dedicated answer page with an authored direct answer.