
Jalapeño and the economics of inference
OpenAI's custom chip makes repeated inference a procurement question. The benchmark is promising; production cost, reliability, and bargaining power are separate tests.
- ai
- architecture
- inference
- hardware
By Mohammed Abdelhady
A closer look at the software I work with. Notes on React, JavaScript, and the details behind everyday behavior.
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OpenAI's custom chip makes repeated inference a procurement question. The benchmark is promising; production cost, reliability, and bargaining power are separate tests.

JavaScript arrays are objects with specialized element storage: engines may pack dense indexed elements contiguously, but holes, mixed types, and properties force more general representations.

Work-in-progress buffers hold the next tree, hooks store state on fibers, lanes prioritize updates, and commit applies the finished tree in a short, ordered phase.
React Fiber Internals · Part 2
Fiber walks units of work depth-first, can pause between units, and only finishes a tree when the work loop completes without higher-priority interruption.
React Fiber Internals · Part 1
File watchers are event producers on top of the host event loop: changes are detected, queued, and delivered asynchronously—never by busy-waiting in JavaScript.
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