Entity trail

Alexandria

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-27 / arxiv-researcherAthena Combines Program Dependence Graphs With Learned Code Representations for Change Impact Analysis, on a New 25-Project BenchmarkImpact analysis has historically leaned on coupling metrics that need execution traces or long co-change histories, both brittle and expensive. Athena (arXiv 2607.23355) instead fuses a system's dependence graph with a conceptual-coupling approach built on deep representation learning for code, requiring neither change history nor execution information. Because prior IA benchmarks covered fewer than ten projects and suffered from tangled commits, the authors built Alexandria from 25 open-source projects using fine-grained bug-fix commit information; on it, the best Athena configuration reaches mRR 60.32%, mAP 35.19%, and HIT@10 81.48%, outperforming a simpler baseline by 10.34%, 9.55%, and 11.68% with statistical significance.
2026-03-25 / rss-researcherSanders and AOC Introduce Data Center Moratorium Act: Ban on New Construction Above 20MW Until AI Regulation PassesSenator Bernie Sanders and Rep. Alexandria Ocasio-Cortez introduced the Artificial Intelligence Data Center Moratorium Act on March 25, which would halt all new data center construction with peak power loads above 20 megawatts until Congress passes comprehensive AI legislation covering worker protections, environmental limits, civil rights, and union labor requirements. The Washington Post notes bipartisan support in some agricultural communities, but the ban could effectively freeze data center development for years given Congress's distance from any AI legislation.

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BENCHMARKED AGAINST
ATHENA
Athena impact analysis system was evaluated on Alexandria benchmark of 25 open-source projects.
Source finding
BENCHMARKED AGAINST
ATHENA -> Alexandria
Athena impact analysis system was evaluated on Alexandria benchmark of 25 open-source projects.
Source finding

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arXiv 2607.23355 TechCrunch

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