{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Release: amazon-science/ammo v1.0.0","description":"Amazon (Nova) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea","json_url":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea/signal.json","generated_at":"2026-08-28T16:47:14.079Z","evidence_latest_fetched_at":"2026-08-28T07:02:42.066707+00:00","signal_first_seen_at":"2026-08-28T07:00:36.884606+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/da00fa8d-4460-4763-92f6-75f843c9bdea","signal_json":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea/signal.json","source":"https://github.com/amazon-science/ammo/releases/tag/v1.0.0","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/ammo v1.0.0 (amazon-science/ammo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.0.0 — paper release + ablation supplement Repository: amazon-science/ammo Tag: v1.0.0 Published: 2026-08-20T15:36:28Z Prerelease: no Release notes: Ablation.... 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/ammo/releases/tag/v1.0.0","source_host":"github.com","occurred_at":"2026-08-20T15:36:28+00:00","first_seen_at":"2026-08-28T07:00:36.884606+00:00","date_source":"source","context":"amazon-science/ammo"},"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/ammo","source":"source"},{"label":"Release","value":"v1.0.0 — paper release + ablation supplement","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/ammo/releases/tag/v1.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-28T07:02:42.066707+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea/signal.json","dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the 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/da00fa8d-4460-4763-92f6-75f843c9bdea/signal.json","required":true},{"label":"source","url":"https://github.com/amazon-science/ammo/releases/tag/v1.0.0","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/ammo v1.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/ammo v1.0.0","text":"Amazon (Nova) released amazon-science/ammo v1.0.0."},{"subject":"amazon-science/ammo v1.0.0","predicate":"is classified as","object":"release signal","text":"amazon-science/ammo v1.0.0 is classified as release signal."},{"subject":"amazon-science/ammo v1.0.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/ammo v1.0.0 belongs to releases desk."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has context","object":"amazon-science/ammo","text":"amazon-science/ammo v1.0.0 has context amazon-science/ammo."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/ammo v1.0.0 has evidence coverage 1 captured evidence page."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has captured page count","object":"1","text":"amazon-science/ammo v1.0.0 has captured page count 1."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has readable page count","object":"1","text":"amazon-science/ammo v1.0.0 has readable page count 1."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has related signal count","object":"6","text":"amazon-science/ammo v1.0.0 has related signal count 6."},{"subject":"amazon-science/ammo v1.0.0","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/ammo v1.0.0 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/ammo v1.0.0","predicate":"has source host","object":"github.com","text":"amazon-science/ammo v1.0.0 has source host github.com."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has lab","object":"Amazon (Nova)","text":"amazon-science/ammo v1.0.0 has lab Amazon (Nova)."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has signal desk","object":"releases","text":"amazon-science/ammo v1.0.0 has signal desk releases."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has source host","object":"github.com","text":"amazon-science/ammo v1.0.0 has source host github.com."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has repository","object":"amazon-science/ammo","text":"amazon-science/ammo v1.0.0 has repository amazon-science/ammo."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has release","object":"v1.0.0 — paper release + ablation supplement","text":"amazon-science/ammo v1.0.0 has release v1.0.0 — paper release + ablation supplement."}]},"intelligence":{"signal_desk":"releases","answer":"Amazon (Nova) published amazon-science/ammo v1.0.0 (amazon-science/ammo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.0.0 — paper release + ablation supplement Repository: amazon-science/ammo Tag: v1.0.0 Published: 2026-08-20T15:36:28Z Prerelease: no Release notes: Ablation.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/ammo v1.0.0","text":"Amazon (Nova) released amazon-science/ammo v1.0.0."},{"subject":"amazon-science/ammo v1.0.0","predicate":"is classified as","object":"release signal","text":"amazon-science/ammo v1.0.0 is classified as release signal."},{"subject":"amazon-science/ammo v1.0.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/ammo v1.0.0 belongs to releases desk."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has context","object":"amazon-science/ammo","text":"amazon-science/ammo v1.0.0 has context amazon-science/ammo."},{"subject":"amazon-science/ammo v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/ammo v1.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"da00fa8d-4460-4763-92f6-75f843c9bdea","url":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea","json_url":"https://onlylabs.fyi/signals/da00fa8d-4460-4763-92f6-75f843c9bdea/signal.json","source_url":"https://github.com/amazon-science/ammo/releases/tag/v1.0.0","title":"amazon-science/ammo v1.0.0","summary":"Amazon (Nova) published release notes. onlylabs watches releases for what actually shipped.","context":"amazon-science/ammo","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-08-20T15:36:28+00:00","first_seen_at":"2026-08-28T07:00:36.884606+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/ammo/releases/tag/v1.0.0"]},"facets":{"repo":"amazon-science/ammo"},"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/ammo/releases/tag/v1.0.0","final_url":"https://github.com/amazon-science/ammo/releases/tag/v1.0.0","title":"amazon-science/ammo v1.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-28T07:02:42.066707+00:00","bytes":5227,"raw_path":"a9a4f4ccf1797acda3c7238b6f501af0c9d64b7c78d9f8385a0905a3e6e1eebd.json","content_hash":"3791b478603d40c2cb9f1beb9c1714cc42adb3a777121692f02480fb31deb30c","excerpt_chars":1200,"truncated":true,"excerpt":"v1.0.0 — paper release + ablation supplement Repository: amazon-science/ammo Tag: v1.0.0 Published: 2026-08-20T15:36:28Z Prerelease: no Release notes: Ablation supplement for the AMMO paper. `ammo-ablation-supplement-public.tar.zst` is the read-only archive of machine artifacts behind the paper's controlled ablation (Appendix D) and guardrail-yield findings: the canonical per-cell ledger and per-ship audit tally, each cell's five-gate artifacts and reconciled verdict, dispatch-proof traces with distilled kernel tables for gate-passing ships, session transcripts for ships and audit-cited cells, summary tiers for the two follow-up studies, and the monitor-cost and validator investigation reports. The archive's top-level README gives a fifteen-minute verification path and discloses every known confound and omission. **SHA-256:** `3fde621578ff4a6793783e8ffe5599a2b5b2bf6f26d5503d63f5590557019206` **Size:** 430 MB (zstd compressed), 2.55 GB extracted, 9,292 files + `SHA256SUMS` Note: the code in this repository is the system's current revision and postdates these studies; it adds an audit gate after each stage and defaults to newer models. The study-time configuration is documented..."},"evidence_pages":[],"related_signals":[{"id":"b6bc49ac-81f0-43a7-bd57-3a1e7174fd66","url":"https://onlylabs.fyi/signals/b6bc49ac-81f0-43a7-bd57-3a1e7174fd66","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.6.0","title":"amazon-science/uniqsketch v1.6.0","context":"amazon-science/uniqsketch","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-08-21T18:51:08+00:00","first_seen_at":"2026-08-22T07:00:35.830895+00:00","date_source":"source"},{"id":"8e9facf7-7ed5-4499-a2dc-e1a85b56b63e","url":"https://onlylabs.fyi/signals/8e9facf7-7ed5-4499-a2dc-e1a85b56b63e","source_url":"https://github.com/amazon-science/muss/releases/tag/v1.0.0","title":"amazon-science/muss v1.0.0","context":"amazon-science/muss","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-08-04T01:08:54+00:00","first_seen_at":"2026-08-04T07:00:36.792717+00:00","date_source":"source"},{"id":"b2604853-97c5-44f9-917b-45150ba3ff75","url":"https://onlylabs.fyi/signals/b2604853-97c5-44f9-917b-45150ba3ff75","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.5.0","title":"amazon-science/uniqsketch v1.5.0","context":"amazon-science/uniqsketch","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-07-17T17:37:48+00:00","first_seen_at":"2026-07-18T07:00:36.328741+00:00","date_source":"source"},{"id":"311fd127-a4d3-4f3c-8eef-78aa28899a59","url":"https://onlylabs.fyi/signals/311fd127-a4d3-4f3c-8eef-78aa28899a59","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.4.0","title":"amazon-science/uniqsketch v1.4.0","context":"amazon-science/uniqsketch","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-07-16T18:50:14+00:00","first_seen_at":"2026-07-17T07:00:37.018162+00:00","date_source":"source"},{"id":"91e73b91-32bc-477d-b5b5-4f0e6397e494","url":"https://onlylabs.fyi/signals/91e73b91-32bc-477d-b5b5-4f0e6397e494","source_url":"https://github.com/amazon-science/chronos-forecasting/releases/tag/v2.3.1","title":"amazon-science/chronos-forecasting v2.3.1","context":"amazon-science/chronos-forecasting","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-07-02T08:22:33+00:00","first_seen_at":"2026-07-03T07:00:37.468278+00:00","date_source":"source"},{"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"}]}