Article Family

Research to Product Operator Brief

Landing page for recurring operator briefs that connect research signals to product and execution decisions.

This is the broadest proof-led franchise. It should connect topic, paper, benchmark, and live Trends signals into one operator-facing narrative that always links back to the underlying proof surfaces.

Every cs.AI paper on arXiv. Every claim signed. Free, today.

Open Proof Layer Operator Cycle Open Build Loop

Summarize the operating implications of current research signals.

Anchor every recommendation in public proof surfaces.

Route readers into Build Loop, Signal Canvas, or developer install paths.

Audience

Built for operators and founders

This wrapper is not the underlying product. It packages the live surface into a stable acquisition and distribution page, then routes readers into the canonical proof, developer, and execution flows.

Supporting surfaces

Example paper page

Stable evidence receipt, viability score, citations, and execution handoffs on one public example URL.

Topic proof layer

Durable research-area page with paper counts, trend direction, authors, and top questions.

Public dataset

Machine-readable export surface for papers, scores, tags, and canonical identifiers.