Journal
Reading on the territory we work in.
A running journal of writing about the questions, fields, and patterns that keep showing up in the work. Adjacent reading, not the findings themselves — for those, see the live causes and the public audit feed.
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2 articles
- ·7 min read·Artificial intelligence applications
The AI Maintenance Tax That Breaks Startup Unit Economics
Post-launch AI features trigger continuous calibration costs that drain margins faster than models generate value. This guide maps the exact mechanics of drift, evaluation debt, and compliance overhead. Build an automated observation pipeline to protect unit economics before accuracy decay compounds.
#artificial intelligence#unit economics#ai maintenance#model drift - ·8 min read·artificial intelligence applications
The Editor Is the Algorithm's Bottleneck: Eliminating Human Gatekeeping
Traditional human review protects institutional liability but throttles urgent public-interest disclosures. This piece details how zero-editing pipelines paired with cryptographic audit trails replace subjective friction with verifiable, community-funded intelligence.
#artificial intelligence applications#investigative journalism#public interest research#open-source intelligence