Proof
Finished work you can inspect.
Inspect finished artifacts and public proof cases with the result, source trail, dates, and accessions visible.Live page
A live page
Shows the current state, what drives it, and why the page says what it says right now.Proof case
A tested question
Shows the question, the bad answer or failure, and the evidence-backed answer that replaced it.Behind the scenes
How the page got made
Sometimes we publish a short blog post about how Cairn turned a real request into a public page.Live Pages
Live pages that stay current and show their method.
These pages show the current state, the thresholds behind it, and the public method that produced the page.Live page
Resin Procurement Watch
A public resin-cost page built from three public inputs, a 3% trigger, and a utilization gate. The current state is visible, including why the call is suppressed.Open pageLive page
DealCharts
Live structured-finance pages built from SEC EDGAR filings, with every metric linked back to its source filing and update date.Visit DealChartsProof Cases
Proof cases that show the question, the failure, and the grounded answer.
These are not generic thought pieces. They show the prompt, the bad answer, the corrected answer, and the evidence behind it.Dated eval
February 2026 AI Model Test
Five leading models were asked a basic question about a live CMBS deal on February 20, 2026. The post shows what they returned, where they failed, and how the answer is recovered from SEC filings.Read evalCase study
DealCharts: Structured Finance Made Explainable
How DealCharts turns public SEC filing data into current, explainable deal metrics instead of unverifiable model output.Read case studyBehind the Scenes
Blog posts about how Cairn turned a real request into published work.
Cairn is how CMD+RVL brings together AI, catalog context, and purpose-built tools at the start of a piece of work. When a project is worth publishing, we sometimes write up what happened on the blog.Next step