General Purpose FTW

You can’t guess the next model, computing was never only matmul, and the expensive parts have to stay busy. Computing has never concentrated on one workload — the thing that needs justifying isn’t generality, it’s specialization.

August 28, 2026 · 15 min · Shibo Chen

Verification Is an Architect's Love Language

Two years ago I turned down verification without a second thought. Now it’s one of the things I talk about most. AI can explore a design space — but only once someone has drawn the boundary, and verification is the only executable way an architect gets design intent across.

August 24, 2026 · 4 min · Shibo Chen

It's Not Rocket Science: Designing an AI Computer That Scales

The hardest part of chip architecture was never mastering some arcane secret — it’s deciding what to do and what not to do under real constraints. The question is how to design a computer that can actually be used at scale, not a machine that only works with the most advanced process node, the deepest pockets, and the most specialized team.

August 14, 2026 · 33 min · Shibo Chen

Hooding and Notes from Work

Parents in town for hooding and travel—notes from my first real break after work on why shipping silicon is largely a management problem, slow feedback loops in hardware, the mindset behind heavy AI use, and why we need a better AI computer, not a faster niche accelerator.

April 29, 2026 · 5 min · Shibo Chen

ARM, RISC-V, and AI

Three questions on the ARM vs. RISC-V battle — what RISC-V actually has going for it in the AI era, why ARM is now making its own SoC, and where RISC-V still has ground to cover.

March 24, 2026 · 6 min · Shibo Chen

Computer Architecture Is Entering a Golden Era

AI-native workloads, edge fragmentation, and faster experimentation are pushing architecture back to the center of hardware value creation.

March 21, 2026 · 2 min · Shibo Chen

Semiconductor Development Cycles Will Shrink Faster Than Expected

As prototyping, validation, and silicon feedback loops shrink from months to days, chip development will start to move at a cadence much closer to software.

March 21, 2026 · 2 min · Shibo Chen