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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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Level1Techs — other — Clarity Today

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Level1Techs

Independent reviewer cited for a Llama 3.3 70B measurement of 5.4 tok/s end-to-end in NVFP4 on TensorRT-LLM.

Current clusters

build1 distinct publisher

Mac Studio M5 Ultra vs DGX Spark: capacity says what fits, bandwidth says what you wait for

The bandwidth gap is 4.4x and the capacity gap is 4x, which is why these two boxes are not really competing. One decides whether a model fits; the other decides whether it is usable.

Publishers:dev.to

Reality

Evidence38
Adoption32
Hype gap+25
Incentives42

Confidence35