MiroThinker- Open-Source AI Research Agent

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MiroThinker is an openâsource, searchâcentric AI research agent focused on toolâaugmented reasoning and what it calls âinteractive scaling,â aimed at making models behave more like human researchers who iteratively form hypotheses, gather evidence, and refine their conclusions over many steps. The website presents it as a modular ecosystem rather than a single model, combining models, orchestration, datasets, and training tools to support complex, knowledgeâintensive workflows such as research automation, technical due diligence, and evidenceâbased decision support. Core concept: interactive scaling Instead of only scaling model parameters or context length, MiroThinker emphasizes interactive scaling, meaning the agent repeatedly uses tools (like search or other APIs) within a long reasoning process. The idea is that the agent can propose hypotheses, call tools to check them, revise plans, and iterate until its reasoning converges, allowing strong performance without relying solely on extremely large monolithic models.
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