· 2026-W34

Now archive: 2026-W34

An immutable weekly snapshot of the focus published on the current Now page.

This week

Closing the GPU + LLM pair

Where the kernel atlas meets the runtime atlas. I'm reading CUDA memory traffic patterns and pairing them with vLLM PagedAttention so the next GPU atlas chapter lands with the right model context, not in isolation.

  • GPU memory bandwidth
  • PagedAttention
  • KV cache
  • Atlas cross-references

This month

Atlas as a learning loop

Converting the public atlas map from a flat directory into the learning system you now see on the homepage — a study order, three parallel tracks (hardware, serving, training), and a converge step. The /now page is the next piece of that loop.

  • Learning system
  • Guiding questions
  • Investment bar
  • Evidence flow

Long-term focus

Industrial AI that operators trust

The through-line from mechanical engineering to AI engineering is "decisions a real person has to act on". Every atlas and every notebook is an attempt to make industrial intelligence legible, reviewable, and operable — not just accurate.

  • Traceability
  • Human review
  • Deployment constraints
  • Operator-first

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