{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/alphageometry2","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6","json_url":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6/signal.json","generated_at":"2026-06-11T04:00:29.412798+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6","signal_json":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6/signal.json","source":"https://github.com/google-deepmind/alphageometry2","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google-deepmind/alphageometry2 (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/alphageometry2 · language Python · Notable follow-up, low initial traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/google-deepmind/alphageometry2","source_host":"github.com","occurred_at":"2025-05-07T20:28:03+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Google (DeepMind / Gemini)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"google-deepmind/alphageometry2","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"77","source":"traction"},{"label":"Notability","value":"Notable follow-up, low initial traction.","source":"signal"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"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/google-deepmind/alphageometry2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:00:29.412798+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6/signal.json","dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/alphageometry2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 Google (DeepMind / Gemini)'s repo signal \"google-deepmind/alphageometry2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/alphageometry2","text":"Google (DeepMind / Gemini) published repo google-deepmind/alphageometry2."},{"subject":"google-deepmind/alphageometry2","predicate":"is classified as","object":"repo signal","text":"google-deepmind/alphageometry2 is classified as repo signal."},{"subject":"google-deepmind/alphageometry2","predicate":"belongs to","object":"repos desk","text":"google-deepmind/alphageometry2 belongs to repos desk."},{"subject":"google-deepmind/alphageometry2","predicate":"has context","object":"Python","text":"google-deepmind/alphageometry2 has context Python."},{"subject":"google-deepmind/alphageometry2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/alphageometry2 has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/alphageometry2","predicate":"has captured page count","object":"1","text":"google-deepmind/alphageometry2 has captured page count 1."},{"subject":"google-deepmind/alphageometry2","predicate":"has readable page count","object":"1","text":"google-deepmind/alphageometry2 has readable page count 1."},{"subject":"google-deepmind/alphageometry2","predicate":"has related signal count","object":"6","text":"google-deepmind/alphageometry2 has related signal count 6."},{"subject":"google-deepmind/alphageometry2","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"google-deepmind/alphageometry2 has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"google-deepmind/alphageometry2","predicate":"has source host","object":"github.com","text":"google-deepmind/alphageometry2 has source host github.com."},{"subject":"google-deepmind/alphageometry2","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/alphageometry2 has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/alphageometry2","predicate":"has signal desk","object":"repos","text":"google-deepmind/alphageometry2 has signal desk repos."},{"subject":"google-deepmind/alphageometry2","predicate":"has source host","object":"github.com","text":"google-deepmind/alphageometry2 has source host github.com."},{"subject":"google-deepmind/alphageometry2","predicate":"has repository","object":"google-deepmind/alphageometry2","text":"google-deepmind/alphageometry2 has repository google-deepmind/alphageometry2."},{"subject":"google-deepmind/alphageometry2","predicate":"has language","object":"Python","text":"google-deepmind/alphageometry2 has language Python."},{"subject":"google-deepmind/alphageometry2","predicate":"has stars","object":"77","text":"google-deepmind/alphageometry2 has stars 77."},{"subject":"google-deepmind/alphageometry2","predicate":"has notability","object":"Notable follow-up, low initial traction.","text":"google-deepmind/alphageometry2 has notability Notable follow-up, low initial traction.."},{"subject":"google-deepmind/alphageometry2","predicate":"has watch term","object":"Safety and alignment","text":"google-deepmind/alphageometry2 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/alphageometry2 (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/alphageometry2 · language Python · Notable follow-up, low initial traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/alphageometry2","text":"Google (DeepMind / Gemini) published repo google-deepmind/alphageometry2."},{"subject":"google-deepmind/alphageometry2","predicate":"is classified as","object":"repo signal","text":"google-deepmind/alphageometry2 is classified as repo signal."},{"subject":"google-deepmind/alphageometry2","predicate":"belongs to","object":"repos desk","text":"google-deepmind/alphageometry2 belongs to repos desk."},{"subject":"google-deepmind/alphageometry2","predicate":"has context","object":"Python","text":"google-deepmind/alphageometry2 has context Python."},{"subject":"google-deepmind/alphageometry2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/alphageometry2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ad3231f4-b903-406d-9294-69f2bf87fca6","url":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6","json_url":"https://onlylabs.fyi/signals/ad3231f4-b903-406d-9294-69f2bf87fca6/signal.json","source_url":"https://github.com/google-deepmind/alphageometry2","title":"google-deepmind/alphageometry2","summary":"Google (DeepMind / Gemini) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2025-05-07T20:28:03+00:00","first_seen_at":"2026-06-05T05:42:58.453363+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/google-deepmind/alphageometry2"]},"facets":{"repo":"google-deepmind/alphageometry2","language":"Python"},"traction":{"github_stars":77,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/google-deepmind/alphageometry2","final_url":"https://github.com/google-deepmind/alphageometry2","title":"google-deepmind/alphageometry2 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:29.412798+00:00","bytes":12377,"raw_path":"128faada8f3817b79f1e58eed5d459de5da6d1c60a4b7c5022fff750315fef89.json","content_hash":"9f4d05ec10522c46f95b9d06543d14579a51657ccbdaa02f02772c942e5e988e","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/alphageometry2 Description: AlphaGeometry2 symbolic engine (DDAR) with examples Language: Python License: Apache-2.0 Stars: 79 Forks: 16 Open issues: 2 Created: 2025-05-07T20:28:03Z Pushed: 2026-01-07T22:35:16Z Default branch: main Fork: no Archived: no README: Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 We present AlphaGeometry2, a significantly improved version of AlphaGeometry introduced in [Trinh et al. (2024)](https://www.nature.com/articles/s41586-023-06747-5), which has now surpassed an average gold medalist in solving Olympiad geometry problems. **Update (Jan 2026):** The AG2 paper is published in [JMLR](https://www.jmlr.org/papers/v26/25-1654.html). This repository contains code necessary to reproduce solving some olympiad geometry problems (for example, IMO 2005 P1, IMO 2008 P6, IMO 2013 P3 and others). This is done by running the symbolic part of AlphaGeometry2 system called DDAR. DDAR runs on problems formalized into the AlphaGeometry2 language and supplemented by the point coordinates. Some problems can be solved by DDAR alone and others require auxiliary points provided by a language model. Installation Installation is..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/alphageometry2","final_url":"https://github.com/google-deepmind/alphageometry2","title":"google-deepmind/alphageometry2 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:29.412798+00:00","bytes":12377,"raw_path":"128faada8f3817b79f1e58eed5d459de5da6d1c60a4b7c5022fff750315fef89.json","content_hash":"9f4d05ec10522c46f95b9d06543d14579a51657ccbdaa02f02772c942e5e988e","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/alphageometry2 Description: AlphaGeometry2 symbolic engine (DDAR) with examples Language: Python License: Apache-2.0 Stars: 79 Forks: 16 Open issues: 2 Created: 2025-05-07T20:28:03Z Pushed: 2026-01-07T22:35:16Z Default branch: main Fork: no Archived: no README: Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 We present AlphaGeometry2, a significantly improved version of AlphaGeometry introduced in [Trinh et al. (2024)](https://www.nature.com/articles/s41586-023-06747-5), which has now surpassed an average gold medalist in solving Olympiad geometry problems. **Update (Jan 2026):** The AG2 paper is published in [JMLR](https://www.jmlr.org/papers/v26/25-1654.html). This repository contains code necessary to reproduce solving some olympiad geometry problems (for example, IMO 2005 P1, IMO 2008 P6, IMO 2013 P3 and others). This is done by running the symbolic part of AlphaGeometry2 system called DDAR. DDAR runs on problems formalized into the AlphaGeometry2 language and supplemented by the point coordinates. Some problems can be solved by DDAR alone and others require auxiliary points provided by a language model. Installation Installation is..."}],"related_signals":[{"id":"02f8701d-7bfd-41b5-aabe-1ad72a880dfb","url":"https://onlylabs.fyi/signals/02f8701d-7bfd-41b5-aabe-1ad72a880dfb","source_url":"https://github.com/google-deepmind/unpic","title":"google-deepmind/unpic","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T14:37:24+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"35320cac-ddbe-4f25-a3b5-384a0ca0030b","url":"https://onlylabs.fyi/signals/35320cac-ddbe-4f25-a3b5-384a0ca0030b","source_url":"https://github.com/google-deepmind/seeing_without_pixels","title":"google-deepmind/seeing_without_pixels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-03T04:04:52+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","url":"https://onlylabs.fyi/signals/62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","source_url":"https://github.com/google-deepmind/nested","title":"google-deepmind/nested","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-18T16:16:42+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"e67b1d5f-ef62-4574-80df-a72a4bded705","url":"https://onlylabs.fyi/signals/e67b1d5f-ef62-4574-80df-a72a4bded705","source_url":"https://github.com/google-deepmind/science-skills","title":"google-deepmind/science-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T16:17:41+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"7b714793-a56e-495b-8d57-85fd2850555a","url":"https://onlylabs.fyi/signals/7b714793-a56e-495b-8d57-85fd2850555a","source_url":"https://github.com/google-deepmind/alphaproof-nexus-results","title":"google-deepmind/alphaproof-nexus-results","context":"Lean","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T09:59:21+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"dab748d2-53d6-4972-a594-eb6bfbf727ea","url":"https://onlylabs.fyi/signals/dab748d2-53d6-4972-a594-eb6bfbf727ea","source_url":"https://github.com/google-deepmind/tecci","title":"google-deepmind/tecci","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-05T12:22:40+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"}]}