Frontier pilots

Paper Stress-Testing Agent helps researchers turn a paper’s claims and assumptions into reviewable evidence. Users upload paper text, inspect extracted claims and source quotes, and run supported experiments through a domain-specific harness. Results—including baselines, stress levels, metrics, and reproduction status—can be stored locally or in FalkorDB, then explored through reports and GraphRAG chat. The current prototype supports deep-learning optimizer experiments and synthetic signal-processing tests. It does not automatically reproduce arbitrary papers or generate experiment harnesses.