the daily rail · Sun · Jun 7, 2026 · Issue #157← prevnext →
Weighted: 40% technical · 30% commercial · 20% market · 10% team
ScienceToStartup ingests every new AI paper on arXiv, scores it for commercial viability, and surfaces the strongest candidates as fundable startup ideas. Founders, investors, and operators use it to spot research worth building before it trends elsewhere.
Signal Canvas for citation-first research synthesis; the Daily Dashboard for today's top papers; Build Loop for build/watch/verify decisions; Foresight for verifiable predictions; Talent for finding builders; Buildability for reproducibility receipts; Trends for narratives; and a public MCP server for agents.
Drawing from last 7 days · no papers published today
arXiv ingestion runs daily at 20:05 UTC; enrichment + scoring at 20:30 UTC; publish at 21:00 UTC. New papers appear on the dashboard within a few hours of being posted to arXiv. GitHub star velocity refreshes daily. Topic narratives regenerate weekly.
A single quiet-canvas page at `/dashboard` showing today's highest-Signal-Fusion papers, the Today Rail of must-read items, recent prediction-market activity, GitHub velocity changes, and the action rail for what to do next. Refreshed every morning after ingestion completes.
A 0-10 rating of how commercially viable an AI paper is. It evaluates whether code is public, whether a demo exists, whether a dataset is released, the author's track record, the market timing, and the competitive landscape. Higher scores mean a clearer wedge from research to product.