GateKPT
ESField log
Public journal

Ideas on AI, organized as entries.

This is the readable archive: notes, research, framing, and working ideas about the AI stack from the physical layer up.

2026-08-09
L01-L07

AI stack ground map

A first public version of the system map: power, chips, data, models, software, testing, and business context.

2026-08-09
L01 Power

Why power comes first

AI is not only software. Compute depends on electricity, cooling, sites, interconnect, and physical buildout timelines.

2026-08-09
L03 Data

Data before model behavior

A model can only reason over what has been structured, linked, governed, retrieved, and trusted enough to use.

Planned
Practice lab

Instructions as work design

A practical guide for turning loose requests into context, constraints, examples, output formats, and verification steps.

Planned
Briefs

Weekly AI brief format

A recurring note format for tracking what changed, why it matters, and which layer of the stack it touches.