{"type":"post","id":"google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6","slug":"google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6","title":"Google Research introduced Agile Deliberation, a VLM framework for building classifiers on subjective concepts.","description":"Google Research has introduced Agile Deliberation, a framework for creating image classifiers for subjective categories through iterative human feedback.","retrieval_nugget":"Google Research has introduced Agile Deliberation, a framework for creating image classifiers for subjective categories through iterative human feedback. Rather than treating labels as fixed, it helps users define positive scope, exclusions, and edge cases while refining a classifier—a useful research direction for teams whose policies cannot be reduced to an obvious label.","published_at":"2026-11-05","updated_at":"2026-11-07","record_date":"2026-11-05","date_kind":"published_at","topics":["google"],"entities":["Google Research","Agile Deliberation","Otilia Stretcu","Leijie Wang"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Google Research’s Agile Deliberation framework for classifying subjective concepts is not covered by the archive documents.","prior_refs":[],"source_url":"https://research.google/blog/agile-deliberation-how-ai-helps-humans-define-the-gray-areas","source_urls":["https://research.google/blog/agile-deliberation-how-ai-helps-humans-define-the-gray-areas"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6","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/google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6/","markdown":"https://newruntime.com/posts/google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6.md","json":"https://newruntime.com/posts/google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6.json"},"markdown_url":"https://newruntime.com/posts/google-research-introduced-agile-deliberation-a-vlm-framework-18d5e6.md","next_reads":[{"type":"topic","path":"/topics/google/","url":"https://newruntime.com/topics/google/","title":"Google","reason":"Explore the google topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/google.md","json_url":"https://newruntime.com/topics/google.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"}]}