{"schema_version":"onlylabs.public_signal.v1","title":"Groq Release: groq/siderolabs-talos v1.9.5-groq5","description":"Groq release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789","json_url":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789/signal.json","generated_at":"2026-06-11T04:06:15.46528+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/7656ad23-e95f-4793-b494-ea9589d04789","signal_json":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789/signal.json","source":"https://github.com/groq/siderolabs-talos/releases/tag/v1.9.5-groq5","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/siderolabs-talos v1.9.5-groq5 (groq/siderolabs-talos). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release for Talos OS. · v1.9.5-groq5 Repository: groq/siderolabs-talos Tag: v1.9.5-groq5 Published: 2026-03-26T07:58:36Z Prerelease: no Release notes: Groq Talos v1.9.5-groq5 boot assets.... 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/siderolabs-talos/releases/tag/v1.9.5-groq5","source_host":"github.com","occurred_at":"2026-03-26T07:58:36+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","context":"groq/siderolabs-talos"},"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/siderolabs-talos","source":"source"},{"label":"Release","value":"v1.9.5-groq5","source":"source"},{"label":"Notability","value":"Routine patch release for Talos OS.","source":"signal"}],"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/siderolabs-talos/releases/tag/v1.9.5-groq5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:15.46528+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789/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/7656ad23-e95f-4793-b494-ea9589d04789/signal.json","required":true},{"label":"source","url":"https://github.com/groq/siderolabs-talos/releases/tag/v1.9.5-groq5","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/siderolabs-talos v1.9.5-groq5\" for neocloud strategy."},"semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/siderolabs-talos v1.9.5-groq5","text":"Groq released groq/siderolabs-talos v1.9.5-groq5."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"is classified as","object":"release signal","text":"groq/siderolabs-talos v1.9.5-groq5 is classified as release signal."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"belongs to","object":"releases desk","text":"groq/siderolabs-talos v1.9.5-groq5 belongs to releases desk."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has context","object":"groq/siderolabs-talos","text":"groq/siderolabs-talos v1.9.5-groq5 has context groq/siderolabs-talos."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/siderolabs-talos v1.9.5-groq5 has evidence coverage 1 captured evidence page."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has captured page count","object":"1","text":"groq/siderolabs-talos v1.9.5-groq5 has captured page count 1."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has readable page count","object":"1","text":"groq/siderolabs-talos v1.9.5-groq5 has readable page count 1."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has related signal count","object":"6","text":"groq/siderolabs-talos v1.9.5-groq5 has related signal count 6."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","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/siderolabs-talos v1.9.5-groq5 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has source host","object":"github.com","text":"groq/siderolabs-talos v1.9.5-groq5 has source host github.com."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has lab","object":"Groq","text":"groq/siderolabs-talos v1.9.5-groq5 has lab Groq."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has signal desk","object":"releases","text":"groq/siderolabs-talos v1.9.5-groq5 has signal desk releases."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has source host","object":"github.com","text":"groq/siderolabs-talos v1.9.5-groq5 has source host github.com."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has repository","object":"groq/siderolabs-talos","text":"groq/siderolabs-talos v1.9.5-groq5 has repository groq/siderolabs-talos."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has release","object":"v1.9.5-groq5","text":"groq/siderolabs-talos v1.9.5-groq5 has release v1.9.5-groq5."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has notability","object":"Routine patch release for Talos OS.","text":"groq/siderolabs-talos v1.9.5-groq5 has notability Routine patch release for Talos OS.."}]},"intelligence":{"signal_desk":"releases","answer":"Groq published groq/siderolabs-talos v1.9.5-groq5 (groq/siderolabs-talos). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release for Talos OS. · v1.9.5-groq5 Repository: groq/siderolabs-talos Tag: v1.9.5-groq5 Published: 2026-03-26T07:58:36Z Prerelease: no Release notes: Groq Talos v1.9.5-groq5 boot assets.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/siderolabs-talos v1.9.5-groq5","text":"Groq released groq/siderolabs-talos v1.9.5-groq5."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"is classified as","object":"release signal","text":"groq/siderolabs-talos v1.9.5-groq5 is classified as release signal."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"belongs to","object":"releases desk","text":"groq/siderolabs-talos v1.9.5-groq5 belongs to releases desk."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has context","object":"groq/siderolabs-talos","text":"groq/siderolabs-talos v1.9.5-groq5 has context groq/siderolabs-talos."},{"subject":"groq/siderolabs-talos v1.9.5-groq5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/siderolabs-talos v1.9.5-groq5 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7656ad23-e95f-4793-b494-ea9589d04789","url":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789","json_url":"https://onlylabs.fyi/signals/7656ad23-e95f-4793-b494-ea9589d04789/signal.json","source_url":"https://github.com/groq/siderolabs-talos/releases/tag/v1.9.5-groq5","title":"groq/siderolabs-talos v1.9.5-groq5","summary":"Groq published release notes. onlylabs watches releases for what actually shipped.","context":"groq/siderolabs-talos","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2026-03-26T07:58:36+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","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/siderolabs-talos/releases/tag/v1.9.5-groq5"]},"facets":{"repo":"groq/siderolabs-talos"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/groq/siderolabs-talos/releases/tag/v1.9.5-groq5","final_url":"https://github.com/groq/siderolabs-talos/releases/tag/v1.9.5-groq5","title":"groq/siderolabs-talos 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v1.9.5-groq5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:06:15.46528+00:00","bytes":6152,"raw_path":"e757dbae3b47b8ad0e82bdd268ce6a129e2faa739af2d5c7bf067cd4d80f3dcd.json","content_hash":"4f462525b60206e3161de5f26947ed7c83a1cb4cb95002332289cd74ca41e810","excerpt_chars":1200,"truncated":false,"excerpt":"v1.9.5-groq5 Repository: groq/siderolabs-talos Tag: v1.9.5-groq5 Published: 2026-03-26T07:58:36Z Prerelease: no Release notes: Groq Talos v1.9.5-groq5 boot assets (vmlinuz + initramfs.xz) extracted from installer image for PXE boot."}],"related_signals":[{"id":"33dd8c45-71c0-42cf-87fb-de389d8512b5","url":"https://onlylabs.fyi/signals/33dd8c45-71c0-42cf-87fb-de389d8512b5","source_url":"https://github.com/groq/groq-typescript/releases/tag/v1.2.1","title":"groq/groq-typescript v1.2.1","context":"groq/groq-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2026-05-28T06:20:41+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"e8203269-b5dd-477a-a6a3-ceae75c7f608","url":"https://onlylabs.fyi/signals/e8203269-b5dd-477a-a6a3-ceae75c7f608","source_url":"https://github.com/groq/groq-python/releases/tag/v1.4.0","title":"groq/groq-python v1.4.0","context":"groq/groq-python","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2026-05-28T03:11:31+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"0c6ef883-74fb-4299-971c-fdcf3c963be5","url":"https://onlylabs.fyi/signals/0c6ef883-74fb-4299-971c-fdcf3c963be5","source_url":"https://github.com/groq/siderolabs-talos/releases/tag/v1.13.2-groq-ramdisk","title":"groq/siderolabs-talos 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v1.3.0","context":"groq/groq-python","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2026-05-11T08:03:39+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"59d382c4-8b4b-4c89-a1fe-b289a57a8b03","url":"https://onlylabs.fyi/signals/59d382c4-8b4b-4c89-a1fe-b289a57a8b03","source_url":"https://github.com/groq/groq-python/releases/tag/v1.2.0","title":"groq/groq-python v1.2.0","context":"groq/groq-python","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2026-04-18T10:43:36+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"}]}