{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/Pytorch-Wildlife v0.1.12","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/cc78c1df-f61f-4391-a515-27adcac9179e","json_url":"https://onlylabs.fyi/signals/cc78c1df-f61f-4391-a515-27adcac9179e/signal.json","generated_at":"2026-06-11T03:46:04.020767+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/cc78c1df-f61f-4391-a515-27adcac9179e","signal_json":"https://onlylabs.fyi/signals/cc78c1df-f61f-4391-a515-27adcac9179e/signal.json","source":"https://github.com/microsoft/Pytorch-Wildlife/releases/tag/v0.1.12","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/Pytorch-Wildlife v0.1.12 (microsoft/Pytorch-Wildlife). 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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/cc78c1df-f61f-4391-a515-27adcac9179e/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Pytorch-Wildlife/releases/tag/v0.1.12","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 Microsoft's release signal \"microsoft/Pytorch-Wildlife v0.1.12\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Pytorch-Wildlife v0.1.12","text":"Microsoft released microsoft/Pytorch-Wildlife v0.1.12."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"is classified as","object":"release signal","text":"microsoft/Pytorch-Wildlife v0.1.12 is classified as release signal."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"belongs to","object":"releases desk","text":"microsoft/Pytorch-Wildlife v0.1.12 belongs to releases desk."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has context","object":"microsoft/Pytorch-Wildlife","text":"microsoft/Pytorch-Wildlife v0.1.12 has context microsoft/Pytorch-Wildlife."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Pytorch-Wildlife v0.1.12 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has captured page count","object":"1","text":"microsoft/Pytorch-Wildlife v0.1.12 has captured page count 1."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has readable page count","object":"1","text":"microsoft/Pytorch-Wildlife v0.1.12 has readable page count 1."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has related signal count","object":"6","text":"microsoft/Pytorch-Wildlife v0.1.12 has related signal count 6."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","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":"microsoft/Pytorch-Wildlife v0.1.12 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has source host","object":"github.com","text":"microsoft/Pytorch-Wildlife v0.1.12 has source host github.com."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has lab","object":"Microsoft","text":"microsoft/Pytorch-Wildlife v0.1.12 has lab Microsoft."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has signal desk","object":"releases","text":"microsoft/Pytorch-Wildlife v0.1.12 has signal desk releases."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has source host","object":"github.com","text":"microsoft/Pytorch-Wildlife v0.1.12 has source host github.com."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has repository","object":"microsoft/Pytorch-Wildlife","text":"microsoft/Pytorch-Wildlife v0.1.12 has repository microsoft/Pytorch-Wildlife."},{"subject":"microsoft/Pytorch-Wildlife v0.1.12","predicate":"has 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This release signal is evidence of what shipped, changed, or was packaged for users. 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Previously the em-dash / right-arrow / section-sign characters mis-decoded into garbage tokens, producing parser errors before any code ran (PW [`077caf2`](https://github.com/microsoft/Pytorch-Wildlife/commit/077caf2)). **Wheel artifacts** (published to prod PyPI): - `sparrow_engine-0.1.12-cp311-abi3-{manylinux_2_28_x86_64,macosx_11_0_arm64,win_amd64}.whl` - `sparrow_engine_gpu-0.1.12-cp311-abi3-{manylinux_2_28_x86_64,win_amd64}.whl` **Known issue (resolved post-release)**: this Release page has 6 of 8 CLI tarball assets; the Windows CPU CLI tarball (`sparrow-engine-cpu-0.1.12-windows-x86_64.zip`) failed to build due to an env-var-name collision between `ilammy/msvc-dev-cmd@v1` (`Platform=x64`) and the YAML step (`PLATFORM=windows-x86_64`) on Windows + MSYS Git Bash — see..."},"evidence_pages":[{"url":"https://github.com/microsoft/Pytorch-Wildlife/releases/tag/v0.1.12","final_url":"https://github.com/microsoft/Pytorch-Wildlife/releases/tag/v0.1.12","title":"microsoft/Pytorch-Wildlife v0.1.12","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:04.020767+00:00","bytes":16511,"raw_path":"aacc9c5e26a836df6443b2bea8e3fa314de5d6fee508495ae4f883570967f17a.json","content_hash":"98eaa7984f959271edeee9672ca63722633948464fa8d757006f2a672dc563b1","excerpt_chars":1200,"truncated":true,"excerpt":"v0.1.12 Repository: microsoft/Pytorch-Wildlife Tag: v0.1.12 Published: 2026-05-27T21:44:36Z Prerelease: no Release notes: Patch release: Windows installer parser fix (PW #11). **Fixes**: - `installer/sparrow-engine-install.ps1` + `probe.ps1` + `probe_gpu_quality.ps1` — prepend UTF-8 BOM so Windows PowerShell 5.1 (the default shell on Windows 10/11) reads the files as UTF-8 instead of Windows-1252. Previously the em-dash / right-arrow / section-sign characters mis-decoded into garbage tokens, producing parser errors before any code ran (PW [`077caf2`](https://github.com/microsoft/Pytorch-Wildlife/commit/077caf2)). **Wheel artifacts** (published to prod PyPI): - `sparrow_engine-0.1.12-cp311-abi3-{manylinux_2_28_x86_64,macosx_11_0_arm64,win_amd64}.whl` - `sparrow_engine_gpu-0.1.12-cp311-abi3-{manylinux_2_28_x86_64,win_amd64}.whl` **Known issue (resolved post-release)**: this Release page has 6 of 8 CLI tarball assets; the Windows CPU CLI tarball (`sparrow-engine-cpu-0.1.12-windows-x86_64.zip`) failed to build due to an env-var-name collision between `ilammy/msvc-dev-cmd@v1` (`Platform=x64`) and the YAML step (`PLATFORM=windows-x86_64`) on Windows + MSYS Git Bash — see..."}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}