{"type":"post","id":"a-research-project-called-stand-argues-that-a-6f992e","slug":"a-research-project-called-stand-argues-that-a-6f992e","title":"A research project called STAND argues that a handful of archived industrial failure episodes can make a","description":"A research project called STAND argues that a handful of archived industrial failure episodes can make a lightweight supervised anomaly detector more effective than larger unsupervised systems on the benchmarks tested.","retrieval_nugget":"A research project called STAND argues that a handful of archived industrial failure episodes can make a lightweight supervised anomaly detector more effective than larger unsupervised systems on the benchmarks tested. For teams with operational telemetry, the result challenges the assumption that anomaly detection must begin with wholly unlabeled data.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["evals"],"entities":["STAND","Information Sciences","Peng Cheng Laboratory","South China University of Technology","SCADA"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"The story describes STAND, a research paper arguing archived industrial failure records can serve as partial labels for time-series anomaly detection; none of the prior documents covers this work.","prior_refs":[],"source_url":"https://emorzz1g.github.io/STAND","source_urls":["https://emorzz1g.github.io/STAND"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:a-research-project-called-stand-argues-that-a-6f992e","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/a-research-project-called-stand-argues-that-a-6f992e/","markdown":"https://newruntime.com/posts/a-research-project-called-stand-argues-that-a-6f992e.md","json":"https://newruntime.com/posts/a-research-project-called-stand-argues-that-a-6f992e.json"},"markdown_url":"https://newruntime.com/posts/a-research-project-called-stand-argues-that-a-6f992e.md","next_reads":[{"type":"topic","path":"/topics/evals/","url":"https://newruntime.com/topics/evals/","title":"Evals","reason":"Explore the evals topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/evals.md","json_url":"https://newruntime.com/topics/evals.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}