Danyar Group

GENESIS transforms academic research papers into interactive, runnable prototypes in under 60 seconds. The problem: researchers publish thousands of papers weekly, but almost none include working code. Understanding a paper means manually decoding equations and rewriting algorithms from scratch — a process that takes days or weeks. GENESIS solves this with a single URL input. Users paste an arXiv link, and Claude Opus 4.7 extracts the paper's "Paper DNA" — title, classification, core equations, tunable parameters, and optimal visualization type. Then a second-stage high-effort prompt generates the actual algorithm as pure JavaScript. The code runs instantly in a sandboxed Sandpack executor with interactive parameter sliders that update the visualization in real-time. We also built an AuditWorker using Anthropic's Managed Agents that automatically verifies the paper's numerical claims against the generated code, plus a Debate mode where two Opus 4.7 instances evaluate code fidelity.