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The Analytics Acceleration Blog
Featured Articles


APU vs. LPU vs. TPU vs. GPU vs. CPU: When to Use Each One
Not every workload belongs on a GPU. From CPUs to APUs, TPUs, and LPUs - five processors, five jobs, and a clear guide to picking the right one for AI, analytics, and inference at scale.

Daniela Sztulwark
3 days ago6 min read


APU vs. LPU vs. TPU vs. GPU vs. CPU: When to Use Each One
Not every workload belongs on a GPU. From CPUs to APUs, TPUs, and LPUs - five processors, five jobs, and a clear guide to picking the right one for AI, analytics, and inference at scale.

Daniela Sztulwark
3 days ago6 min read


Embedding AI in Chip Development: Challenges and Opportunities
RTL is crown-jewel IP, hardware assigns concurrently not sequentially, and most enterprise GenAI pilots are failing. The software AI playbook doesn't transfer to chip design — the training data isn't there, the semantics don't map. Here's what it actually takes to embed AI into chip development workflows.

Adi Fuchs
Mar 66 min read
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