{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Release: amazon-science/foundcause v1.0","description":"Amazon (Nova) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399","json_url":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399/signal.json","generated_at":"2026-06-27T00:50:22.596Z","evidence_latest_fetched_at":"2026-06-17T07:02:55.235355+00:00","signal_first_seen_at":"2026-06-17T07:01:21.192218+00:00","org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/amazon","dossier_json_url":"https://onlylabs.fyi/labs/amazon/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399","signal_json":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399/signal.json","source":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","lab_dossier":"https://onlylabs.fyi/labs/amazon","lab_dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Amazon (Nova) published amazon-science/foundcause v1.0 (amazon-science/foundcause). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: A causal inference library from Amazon Science for discovering cause-and-effect relationships. · FoundCause v1.0 Repository: amazon-science/foundcause Tag: v1.0 Published: 2026-06-17T01:35:34Z Prerelease: no Release notes: Pretrained FoundCause weights (~1.6 GB,.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","source_host":"github.com","occurred_at":"2026-06-17T01:35:34+00:00","first_seen_at":"2026-06-17T07:01:21.192218+00:00","date_source":"source","context":"amazon-science/foundcause"},"context_markers":[{"label":"Lab","value":"Amazon (Nova)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"amazon-science/foundcause","source":"source"},{"label":"Release","value":"FoundCause v1.0","source":"source"},{"label":"Context","value":"A causal inference library from Amazon Science for discovering cause-and-effect relationships.","source":"signal"},{"label":"Notability","value":"Solid version 1.0 release, lacking traction evidence.","source":"signal"},{"label":"Watch 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hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399/signal.json","required":true},{"label":"source","url":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/amazon/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/amazon/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Amazon (Nova)'s release signal \"amazon-science/foundcause v1.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/foundcause v1.0","text":"Amazon (Nova) released amazon-science/foundcause v1.0."},{"subject":"amazon-science/foundcause v1.0","predicate":"is classified as","object":"release signal","text":"amazon-science/foundcause v1.0 is classified as release signal."},{"subject":"amazon-science/foundcause v1.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/foundcause v1.0 belongs to releases desk."},{"subject":"amazon-science/foundcause v1.0","predicate":"has context","object":"amazon-science/foundcause","text":"amazon-science/foundcause v1.0 has context amazon-science/foundcause."},{"subject":"amazon-science/foundcause v1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/foundcause v1.0 has evidence coverage 1 captured evidence page."},{"subject":"amazon-science/foundcause v1.0","predicate":"has captured page count","object":"1","text":"amazon-science/foundcause v1.0 has captured page count 1."},{"subject":"amazon-science/foundcause v1.0","predicate":"has readable page count","object":"1","text":"amazon-science/foundcause v1.0 has readable page count 1."},{"subject":"amazon-science/foundcause v1.0","predicate":"has related signal count","object":"6","text":"amazon-science/foundcause v1.0 has related signal count 6."},{"subject":"amazon-science/foundcause v1.0","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":"amazon-science/foundcause v1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"amazon-science/foundcause v1.0","predicate":"has source host","object":"github.com","text":"amazon-science/foundcause v1.0 has source host github.com."},{"subject":"amazon-science/foundcause v1.0","predicate":"has lab","object":"Amazon (Nova)","text":"amazon-science/foundcause v1.0 has lab Amazon (Nova)."},{"subject":"amazon-science/foundcause v1.0","predicate":"has signal desk","object":"releases","text":"amazon-science/foundcause v1.0 has signal desk releases."},{"subject":"amazon-science/foundcause v1.0","predicate":"has source host","object":"github.com","text":"amazon-science/foundcause v1.0 has source host github.com."},{"subject":"amazon-science/foundcause v1.0","predicate":"has repository","object":"amazon-science/foundcause","text":"amazon-science/foundcause v1.0 has repository amazon-science/foundcause."},{"subject":"amazon-science/foundcause v1.0","predicate":"has release","object":"FoundCause v1.0","text":"amazon-science/foundcause v1.0 has release FoundCause v1.0."},{"subject":"amazon-science/foundcause v1.0","predicate":"has 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: A causal inference library from Amazon Science for discovering cause-and-effect relationships. · FoundCause v1.0 Repository: amazon-science/foundcause Tag: v1.0 Published: 2026-06-17T01:35:34Z Prerelease: no Release notes: Pretrained FoundCause weights (~1.6 GB,.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/foundcause v1.0","text":"Amazon (Nova) released amazon-science/foundcause v1.0."},{"subject":"amazon-science/foundcause v1.0","predicate":"is classified as","object":"release signal","text":"amazon-science/foundcause v1.0 is classified as release signal."},{"subject":"amazon-science/foundcause v1.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/foundcause v1.0 belongs to releases desk."},{"subject":"amazon-science/foundcause v1.0","predicate":"has context","object":"amazon-science/foundcause","text":"amazon-science/foundcause v1.0 has context amazon-science/foundcause."},{"subject":"amazon-science/foundcause v1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/foundcause v1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3a828c2a-3793-49a1-90b0-d95ae11ff399","url":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399","json_url":"https://onlylabs.fyi/signals/3a828c2a-3793-49a1-90b0-d95ae11ff399/signal.json","source_url":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","title":"amazon-science/foundcause v1.0","summary":"Amazon (Nova) published release notes. onlylabs watches releases for what actually shipped.","context":"amazon-science/foundcause","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-17T01:35:34+00:00","first_seen_at":"2026-06-17T07:01:21.192218+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/amazon-science/foundcause/releases/tag/v1.0"]},"facets":{"repo":"amazon-science/foundcause"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","final_url":"https://github.com/amazon-science/foundcause/releases/tag/v1.0","title":"amazon-science/foundcause v1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-17T07:02:55.235355+00:00","bytes":4176,"raw_path":"423a5c64590bb46b7067047ff8cc1019d9f77fb7cb86bb632d568d4ea6115306.json","content_hash":"8f8c6b87d8e6f3aee0dcdc96ed735f2633db7dc08958804abbfcf8af8b0989a1","excerpt_chars":1200,"truncated":false,"excerpt":"FoundCause v1.0 Repository: amazon-science/foundcause Tag: v1.0 Published: 2026-06-17T01:35:34Z Prerelease: no Release notes: Pretrained FoundCause weights (~1.6 GB, ~139M parameters). Download `checkpoint.pt` and place it in the repository directory. See README.md for usage."},"evidence_pages":[],"related_signals":[{"id":"82db920f-fbf9-47f8-bca8-9da403ccca84","url":"https://onlylabs.fyi/signals/82db920f-fbf9-47f8-bca8-9da403ccca84","source_url":"https://github.com/amazon-science/StaminaBench/releases/tag/v0.1.0","title":"amazon-science/StaminaBench v0.1.0","context":"amazon-science/StaminaBench","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-19T12:48:41+00:00","first_seen_at":"2026-06-20T07:00:24.771019+00:00","date_source":"source"},{"id":"022dbd0b-b185-4364-be11-63d0de763388","url":"https://onlylabs.fyi/signals/022dbd0b-b185-4364-be11-63d0de763388","source_url":"https://github.com/amazon-science/chronos-forecasting/releases/tag/v2.3.0","title":"amazon-science/chronos-forecasting v2.3.0","context":"amazon-science/chronos-forecasting","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-18T11:30:31+00:00","first_seen_at":"2026-06-19T07:01:15.929727+00:00","date_source":"source"},{"id":"89b0c3de-b08f-4773-9645-a6dbf2737cc0","url":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.3.0","title":"amazon-science/uniqsketch v1.3.0","context":"amazon-science/uniqsketch","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-11T19:35:57+00:00","first_seen_at":"2026-06-12T07:00:21.202629+00:00","date_source":"source"},{"id":"48b07581-1baa-451f-a141-2e3d7a984fcf","url":"https://onlylabs.fyi/signals/48b07581-1baa-451f-a141-2e3d7a984fcf","source_url":"https://github.com/amazon-science/concurry/releases/tag/v0.13.2","title":"amazon-science/concurry v0.13.2","context":"amazon-science/concurry","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-21T12:25:34+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"8d82442b-99a9-48ca-a544-ce326351d487","url":"https://onlylabs.fyi/signals/8d82442b-99a9-48ca-a544-ce326351d487","source_url":"https://github.com/amazon-science/concurry/releases/tag/v0.13.1","title":"amazon-science/concurry v0.13.1","context":"amazon-science/concurry","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-21T11:48:18+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"8470f354-8d69-4dbf-905a-d1a59df46142","url":"https://onlylabs.fyi/signals/8470f354-8d69-4dbf-905a-d1a59df46142","source_url":"https://github.com/amazon-science/azcausal/releases/tag/v0.2.5","title":"amazon-science/azcausal v0.2.5","context":"amazon-science/azcausal","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-04-30T18:25:05+00:00","first_seen_at":"2026-06-06T01:49:32.065372+00:00","date_source":"source"}]}