Papers

From the lab.

Research artifacts from KoldOps' active directions. Drafts are marked as such; nothing here is peer-reviewed unless the header says so.

R/01 · Context infrastructure Draft v0.2

Lost in the Upgrade

A Case Study of Correction-Rate Regression on Frontier-Model Rollout in a Production Industrial RAG Deployment

A 5.4x correction-rate regression on a production industrial RAG deployment following a frontier-model upgrade from Claude Opus 4.7 to Opus 5. The v0.2 revision reports a negative result on offline-replay attribution across four experimental variants and two independent scoring instruments, and proposes a production-mode shadow-replay canary as the working design.

Read the draft →

Research directions

R/01 Context infrastructure 1 draft

R/02 Protocol servers for physical operations In preparation

R/03 Agentic operations In preparation

R/04 Substrate audit methodology In preparation