Title: SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning

Source: http://arxiv.org/abs/2605.01489v1

Summary:

Introduces a novel paradigm for automated data construction to scale agentic reasoning, achieving state-of-the-art results with an 8B foundation model. It bridges the gap in frontier science by synthesizing conceptual and computational tasks grounded in academic evidence.