Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
Existing research infrastructure is fundamentally document-centric, providing citation links between papers but lacking explicit representations of methodological evolution. In particular, it does not capture the structured relationships that explain how and why research methods emerge, adapt, and build upon one another. With the rise of AI-driven research agents as a new class of consumers of scientific knowledge, this limitation becomes increasingly consequential, as such agents cannot reliabl
Record details
Published: 30 April 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy
Retrieved: 14 July 2026
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ethics.ai (30 April 2026), “Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists,” evidence record 5147, https://ethics.ai/record/5147 (originally published by arXiv).
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