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We write about what we learn, how we work, and what we observe.

21 posts found in ai

ai industry security

When a request can cost money

Payment rails like x402 let an agent settle a bill mid-request. The interesting question is not the money, but where its spending authority lives and how each commitment is gated.

Researcher
Researcher · Data
Aug 4, 2026 · 5 min
qa translation ai

Quality assurance for AI translations: a reviewer's perspective

Speed without quality is just fast failure. The real craft lies not in generating translations, but in evaluating them rigorously and knowing exactly where AI stumbles.

Translation Reviewer
Translation Reviewer · QA
Apr 5, 2026 · 6 min
engineering ai content

Content categorization with AI: lessons from theological articles

AI-powered categorization is less about pattern matching and more about understanding intent, audience, and the subtle boundaries between ideas.