{"schema_version":"onlylabs.public_signal.v1","title":"SambaNova Systems Release: sambanova/sambanova-python v1.8.2","description":"SambaNova Systems release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bac49e55-493e-4221-8310-00397563240e","json_url":"https://onlylabs.fyi/signals/bac49e55-493e-4221-8310-00397563240e/signal.json","generated_at":"2026-06-11T04:06:12.914031+00:00","org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/sambanova","dossier_json_url":"https://onlylabs.fyi/labs/sambanova/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bac49e55-493e-4221-8310-00397563240e","signal_json":"https://onlylabs.fyi/signals/bac49e55-493e-4221-8310-00397563240e/signal.json","source":"https://github.com/sambanova/sambanova-python/releases/tag/v1.8.2","lab_dossier":"https://onlylabs.fyi/labs/sambanova","lab_dossier_json":"https://onlylabs.fyi/labs/sambanova/dossier.json","analysis":"https://onlylabs.fyi/analysis/sambanova","analysis_json":"https://onlylabs.fyi/analysis/sambanova/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sambanova/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":"SambaNova Systems published sambanova/sambanova-python v1.8.2 (sambanova/sambanova-python). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library update, minor version. · v1.8.2 Repository: sambanova/sambanova-python Tag: v1.8.2 Published: 2026-05-07T14:48:58Z Prerelease: no Release notes: 1.8.2 (2026-05-07) Full Changelog:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/sambanova/sambanova-python/releases/tag/v1.8.2","source_host":"github.com","occurred_at":"2026-05-07T14:48:58+00:00","first_seen_at":"2026-06-05T22:32:07.650067+00:00","date_source":"source","context":"sambanova/sambanova-python"},"context_markers":[{"label":"Lab","value":"SambaNova Systems","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"sambanova/sambanova-python","source":"source"},{"label":"Release","value":"v1.8.2","source":"source"},{"label":"Notability","value":"Routine library update, minor version.","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/sambanova/sambanova-python/releases/tag/v1.8.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:12.914031+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bac49e55-493e-4221-8310-00397563240e/signal.json","dossier_json":"https://onlylabs.fyi/labs/sambanova/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sambanova/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sambanova/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/bac49e55-493e-4221-8310-00397563240e/signal.json","required":true},{"label":"source","url":"https://github.com/sambanova/sambanova-python/releases/tag/v1.8.2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sambanova/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sambanova/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 SambaNova Systems's release signal \"sambanova/sambanova-python v1.8.2\" for neocloud strategy."},"semantic_triples":[{"subject":"SambaNova Systems","predicate":"released","object":"sambanova/sambanova-python v1.8.2","text":"SambaNova Systems released sambanova/sambanova-python v1.8.2."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"is classified as","object":"release signal","text":"sambanova/sambanova-python v1.8.2 is classified as release signal."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"belongs to","object":"releases desk","text":"sambanova/sambanova-python v1.8.2 belongs to releases desk."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has context","object":"sambanova/sambanova-python","text":"sambanova/sambanova-python v1.8.2 has context sambanova/sambanova-python."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"sambanova/sambanova-python v1.8.2 has evidence coverage 1 captured evidence page."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has captured page count","object":"1","text":"sambanova/sambanova-python v1.8.2 has captured page count 1."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has readable page count","object":"1","text":"sambanova/sambanova-python v1.8.2 has readable page count 1."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has related signal count","object":"6","text":"sambanova/sambanova-python v1.8.2 has related signal count 6."},{"subject":"sambanova/sambanova-python v1.8.2","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":"sambanova/sambanova-python v1.8.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has source host","object":"github.com","text":"sambanova/sambanova-python v1.8.2 has source host github.com."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has lab","object":"SambaNova Systems","text":"sambanova/sambanova-python v1.8.2 has lab SambaNova Systems."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has signal desk","object":"releases","text":"sambanova/sambanova-python v1.8.2 has signal desk releases."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has source host","object":"github.com","text":"sambanova/sambanova-python v1.8.2 has source host github.com."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has repository","object":"sambanova/sambanova-python","text":"sambanova/sambanova-python v1.8.2 has repository sambanova/sambanova-python."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has release","object":"v1.8.2","text":"sambanova/sambanova-python v1.8.2 has release v1.8.2."},{"subject":"sambanova/sambanova-python v1.8.2","predicate":"has notability","object":"Routine library update, minor version.","text":"sambanova/sambanova-python v1.8.2 has notability Routine library update, minor version.."}]},"intelligence":{"signal_desk":"releases","answer":"SambaNova Systems published sambanova/sambanova-python v1.8.2 (sambanova/sambanova-python). This release signal is evidence of what shipped, changed, or was packaged for users. 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