Field notes

Writing on multi-model AI, governance, and the regulated buyer.

Short pieces from the people building Backplain — for the buyer who has to defend the decision, not just sign the PO.

Multi-model · Article 01

The Tokyo Test, in one paragraph

Ask ten frontier models the population of Tokyo and you get two clusters of answers, both defensible. The variance is not noise — it is the most useful signal you're not yet looking at, and the reason single-model workflows quietly under-perform on the work that matters.

5 min read · Coming soon
Architecture · Article 02

What an AI Firewall is, in plain English

Not a regex layer. Not an API gateway. A stateful substitution-and-reconstitution system that lets a model do real work on real documents without ever seeing the parts it isn't allowed to keep. Three modes, one boundary, complete log.

5 min read · Coming soon
Legal · Article 03

Harvey is good. It is not for you.

Harvey is built for Cravath — $1,000/seat, 20-seat floor, $288K/yr to start. If you are a three-person in-house team or a 45-attorney firm, the right answer is not a smaller Harvey. It is a different category of tool.

5 min read · Coming soon
Governance · Article 04

The shadow-AI audit, version 1

A two-page interview script for the in-house GC who needs to know what their team is actually doing in ChatGPT. Six questions, three follow-ups, and a one-page summary the CEO can read.

5 min read · Coming soon
Deployment · Article 05

BYO cloud vs SaaS vs bare metal

When each deployment shape is the right answer, when it isn't, and the surprisingly small set of organizations for which the question is even worth asking. With a decision tree.

5 min read · Coming soon
Sovereign · Article 06

Why we own the rack in our private San Diego data center

Most AI vendors rent compute. We don't, for the workloads where renting forecloses the answer the customer actually needs. A short essay on physical sovereignty, Tier 3 colos, and what it means for ITAR, CUI, and pre-disclosure biotech IP.

5 min read · Coming soon