Claude 4 is out and I couldn't resist to push it for judging and critically review our new developed open benchmark for Deep Search Multi-Hop systems . Here's the outcome, uncut: Based on my analysis of the SynthLink GitHub repository and research on Google Natural Questions and FRAMES, here's a comprehensive comparison of these three datasets: SynthLink SynthLink is a collection of complex, multi-hop questions designed for testing deep search / deep research systems, split into categories like Historical Impact Analysis, Economic and Industrial Shifts, Environmental and Ecological Consequences, Scientific and Technological Evolution, Policy and Social Movements, and STEM and Future Tech. Key Features: Uses a scoring system that measures answer accuracy, source relevance, reasoning quality, fact-checking, and search efficiency Five evaluation metrics: F1 Score (answer accuracy), Precision@5 (source relevance), Reasoning Quality Score (RQS), Fact-Checking Score (FCS), and It...
Hey, I'm Alex. I founded X-Warp, Infinimesh, Infinite Devices, Scalytics and worked with Cloudera, E.On, Google, Evariant, and had the incredible luck to build products with outstanding people in my life, across the globe.