{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Release: amazon-science/uniqsketch v1.3.0","description":"Amazon (Nova) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0","json_url":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0/signal.json","generated_at":"2026-06-13T16:49:09.634Z","evidence_latest_fetched_at":"2026-06-12T07:03:54.286164+00:00","signal_first_seen_at":"2026-06-12T07:00:21.202629+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/89b0c3de-b08f-4773-9645-a6dbf2737cc0","signal_json":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0/signal.json","source":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.3.0","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/uniqsketch v1.3.0 (amazon-science/uniqsketch). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release from Amazon Science repo. · UniqSketch 1.3.0 Repository: amazon-science/uniqsketch Tag: v1.3.0 Published: 2026-06-11T19:35:57Z Prerelease: no Release notes: Features * `comparesketch`: added.... 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/uniqsketch/releases/tag/v1.3.0","source_host":"github.com","occurred_at":"2026-06-11T19:35:57+00:00","first_seen_at":"2026-06-12T07:00:21.202629+00:00","date_source":"source","context":"amazon-science/uniqsketch"},"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/uniqsketch","source":"source"},{"label":"Release","value":"UniqSketch 1.3.0","source":"source"},{"label":"Notability","value":"Routine version release from Amazon Science repo.","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/amazon-science/uniqsketch/releases/tag/v1.3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-12T07:03:54.286164+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0/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/89b0c3de-b08f-4773-9645-a6dbf2737cc0/signal.json","required":true},{"label":"source","url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.3.0","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/uniqsketch v1.3.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/uniqsketch v1.3.0","text":"Amazon (Nova) released amazon-science/uniqsketch v1.3.0."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"is classified as","object":"release signal","text":"amazon-science/uniqsketch v1.3.0 is classified as release signal."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/uniqsketch v1.3.0 belongs to releases desk."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has context","object":"amazon-science/uniqsketch","text":"amazon-science/uniqsketch v1.3.0 has context amazon-science/uniqsketch."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/uniqsketch v1.3.0 has 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v1.3.0","predicate":"has source host","object":"github.com","text":"amazon-science/uniqsketch v1.3.0 has source host github.com."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has lab","object":"Amazon (Nova)","text":"amazon-science/uniqsketch v1.3.0 has lab Amazon (Nova)."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has signal desk","object":"releases","text":"amazon-science/uniqsketch v1.3.0 has signal desk releases."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has source host","object":"github.com","text":"amazon-science/uniqsketch v1.3.0 has source host github.com."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has repository","object":"amazon-science/uniqsketch","text":"amazon-science/uniqsketch v1.3.0 has repository amazon-science/uniqsketch."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has release","object":"UniqSketch 1.3.0","text":"amazon-science/uniqsketch v1.3.0 has release UniqSketch 1.3.0."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has notability","object":"Routine version release from Amazon Science repo.","text":"amazon-science/uniqsketch v1.3.0 has notability Routine version release from Amazon Science repo.."}]},"intelligence":{"signal_desk":"releases","answer":"Amazon (Nova) published amazon-science/uniqsketch v1.3.0 (amazon-science/uniqsketch). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release from Amazon Science repo. · UniqSketch 1.3.0 Repository: amazon-science/uniqsketch Tag: v1.3.0 Published: 2026-06-11T19:35:57Z Prerelease: no Release notes: Features * `comparesketch`: added.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Amazon (Nova)","predicate":"released","object":"amazon-science/uniqsketch v1.3.0","text":"Amazon (Nova) released amazon-science/uniqsketch v1.3.0."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"is classified as","object":"release signal","text":"amazon-science/uniqsketch v1.3.0 is classified as release signal."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"belongs to","object":"releases desk","text":"amazon-science/uniqsketch v1.3.0 belongs to releases desk."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has context","object":"amazon-science/uniqsketch","text":"amazon-science/uniqsketch v1.3.0 has context amazon-science/uniqsketch."},{"subject":"amazon-science/uniqsketch v1.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon-science/uniqsketch v1.3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"89b0c3de-b08f-4773-9645-a6dbf2737cc0","url":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0","json_url":"https://onlylabs.fyi/signals/89b0c3de-b08f-4773-9645-a6dbf2737cc0/signal.json","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.3.0","title":"amazon-science/uniqsketch v1.3.0","summary":"Amazon (Nova) published release notes. onlylabs watches releases for what actually shipped.","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","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/uniqsketch/releases/tag/v1.3.0"]},"facets":{"repo":"amazon-science/uniqsketch"},"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/uniqsketch/releases/tag/v1.3.0","final_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.3.0","title":"amazon-science/uniqsketch v1.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-12T07:03:54.286164+00:00","bytes":2926,"raw_path":"c11344109c95f42742e6866421853cf1f9c553b772806e961cc4da7f83c54eb6.json","content_hash":"8dd66f0423a0a9441f061bb5bc7021133af5b8327bde71e4f3bf805789443d65","excerpt_chars":1200,"truncated":false,"excerpt":"UniqSketch 1.3.0 Repository: amazon-science/uniqsketch Tag: v1.3.0 Published: 2026-06-11T19:35:57Z Prerelease: no Release notes: Features * `comparesketch`: added `--auto` to size the Bloom filter from an ntCard cardinality estimate of the reference set, fixing the load factor (bits per distinct k-mer) so the false-positive rate is the design value regardless of genome size. * `comparesketch`: added `--auto-gsize` to size the Bloom filter from the largest input genome (`estimateMaxGenomeSize`), removing the need to set `--gsize` manually. * `comparesketch`: added `--fpr=F` to set bits-per-element for a target Bloom-filter false-positive rate (e.g. `--fpr 0.001` selects 29 bits/element). * The comparesketch false-positive rate can now be controlled precisely; the default (`--gsize`-based sizing) behavior is unchanged."},"evidence_pages":[],"related_signals":[{"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"},{"id":"ea1a9158-32c6-4058-ae2a-7de8a659751d","url":"https://onlylabs.fyi/signals/ea1a9158-32c6-4058-ae2a-7de8a659751d","source_url":"https://github.com/amazon-science/uniqsketch/releases/tag/v1.2.1","title":"amazon-science/uniqsketch v1.2.1","context":"amazon-science/uniqsketch","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-04-06T16:09:09+00:00","first_seen_at":"2026-06-06T01:49:32.065372+00:00","date_source":"source"},{"id":"bdebc990-63a9-42ae-9f23-696688262a98","url":"https://onlylabs.fyi/signals/bdebc990-63a9-42ae-9f23-696688262a98","source_url":"https://github.com/amazon-science/azcausal/releases/tag/v0.2.4.3","title":"amazon-science/azcausal v0.2.4.3","context":"amazon-science/azcausal","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-04-02T21:01:34+00:00","first_seen_at":"2026-06-06T01:49:32.065372+00:00","date_source":"source"},{"id":"b53ac8cd-fff1-440e-9037-db231bccd48a","url":"https://onlylabs.fyi/signals/b53ac8cd-fff1-440e-9037-db231bccd48a","source_url":"https://github.com/amazon-science/concurry/releases/tag/v0.13.0","title":"amazon-science/concurry v0.13.0","context":"amazon-science/concurry","kind":{"key":"release","label":"Release"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-11T10:59:12+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"}]}