{"schema_version":"onlylabs.public_signal.v1","title":"Groq Release: groq/openbench v0.5.3","description":"Groq release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72","json_url":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72/signal.json","generated_at":"2026-06-11T04:06:33.910121+00:00","org":{"slug":"groq","name":"Groq","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/groq","dossier_json_url":"https://onlylabs.fyi/labs/groq/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72","signal_json":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72/signal.json","source":"https://github.com/groq/openbench/releases/tag/v0.5.3","lab_dossier":"https://onlylabs.fyi/labs/groq","lab_dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis":"https://onlylabs.fyi/analysis/groq","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Groq published groq/openbench v0.5.3 (groq/openbench). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version release of benchmarking tool · v0.5.3 Repository: groq/openbench Tag: v0.5.3 Published: 2025-12-09T00:50:23Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/groq/openbench/releases/tag/v0.5.3","source_host":"github.com","occurred_at":"2025-12-09T00:50:23+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","context":"groq/openbench"},"context_markers":[{"label":"Lab","value":"Groq","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"groq/openbench","source":"source"},{"label":"Release","value":"v0.5.3","source":"source"},{"label":"Notability","value":"Minor version release of benchmarking tool","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/groq/openbench/releases/tag/v0.5.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:33.910121+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72/signal.json","dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72/signal.json","required":true},{"label":"source","url":"https://github.com/groq/openbench/releases/tag/v0.5.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/groq/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/groq/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Groq's release signal \"groq/openbench v0.5.3\" for neocloud strategy."},"semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/openbench v0.5.3","text":"Groq released groq/openbench v0.5.3."},{"subject":"groq/openbench v0.5.3","predicate":"is classified as","object":"release signal","text":"groq/openbench v0.5.3 is classified as release signal."},{"subject":"groq/openbench v0.5.3","predicate":"belongs to","object":"releases desk","text":"groq/openbench v0.5.3 belongs to releases desk."},{"subject":"groq/openbench v0.5.3","predicate":"has context","object":"groq/openbench","text":"groq/openbench v0.5.3 has context groq/openbench."},{"subject":"groq/openbench v0.5.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/openbench v0.5.3 has evidence coverage 1 captured evidence page."},{"subject":"groq/openbench v0.5.3","predicate":"has captured page count","object":"1","text":"groq/openbench v0.5.3 has captured page count 1."},{"subject":"groq/openbench v0.5.3","predicate":"has readable page count","object":"1","text":"groq/openbench v0.5.3 has readable page count 1."},{"subject":"groq/openbench v0.5.3","predicate":"has related signal count","object":"6","text":"groq/openbench v0.5.3 has related signal count 6."},{"subject":"groq/openbench v0.5.3","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"groq/openbench v0.5.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"groq/openbench v0.5.3","predicate":"has source host","object":"github.com","text":"groq/openbench v0.5.3 has source host github.com."},{"subject":"groq/openbench v0.5.3","predicate":"has lab","object":"Groq","text":"groq/openbench v0.5.3 has lab Groq."},{"subject":"groq/openbench v0.5.3","predicate":"has signal desk","object":"releases","text":"groq/openbench v0.5.3 has signal desk releases."},{"subject":"groq/openbench v0.5.3","predicate":"has source host","object":"github.com","text":"groq/openbench v0.5.3 has source host github.com."},{"subject":"groq/openbench v0.5.3","predicate":"has repository","object":"groq/openbench","text":"groq/openbench v0.5.3 has repository groq/openbench."},{"subject":"groq/openbench v0.5.3","predicate":"has release","object":"v0.5.3","text":"groq/openbench v0.5.3 has release v0.5.3."},{"subject":"groq/openbench v0.5.3","predicate":"has notability","object":"Minor version release of benchmarking tool","text":"groq/openbench v0.5.3 has notability Minor version release of benchmarking tool."},{"subject":"groq/openbench v0.5.3","predicate":"has watch term","object":"Eval methodology","text":"groq/openbench v0.5.3 has watch term Eval methodology."},{"subject":"groq/openbench v0.5.3","predicate":"has watch term","object":"Data pipeline","text":"groq/openbench v0.5.3 has watch term Data pipeline."}]},"intelligence":{"signal_desk":"releases","answer":"Groq published groq/openbench v0.5.3 (groq/openbench). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version release of benchmarking tool · v0.5.3 Repository: groq/openbench Tag: v0.5.3 Published: 2025-12-09T00:50:23Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/openbench v0.5.3","text":"Groq released groq/openbench v0.5.3."},{"subject":"groq/openbench v0.5.3","predicate":"is classified as","object":"release signal","text":"groq/openbench v0.5.3 is classified as release signal."},{"subject":"groq/openbench v0.5.3","predicate":"belongs to","object":"releases desk","text":"groq/openbench v0.5.3 belongs to releases desk."},{"subject":"groq/openbench v0.5.3","predicate":"has context","object":"groq/openbench","text":"groq/openbench v0.5.3 has context groq/openbench."},{"subject":"groq/openbench v0.5.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/openbench v0.5.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"accbc5f8-a4e0-45b2-9b57-5043f04e9a72","url":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72","json_url":"https://onlylabs.fyi/signals/accbc5f8-a4e0-45b2-9b57-5043f04e9a72/signal.json","source_url":"https://github.com/groq/openbench/releases/tag/v0.5.3","title":"groq/openbench v0.5.3","summary":"Groq published release notes. onlylabs watches releases for what actually 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