{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/alphafold","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/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d","json_url":"https://onlylabs.fyi/signals/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d/signal.json","generated_at":"2026-06-11T03:56:56.990382+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/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d","signal_json":"https://onlylabs.fyi/signals/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d/signal.json","source":"https://github.com/google-deepmind/alphafold","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/alphafold (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/alphafold · language Python. 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/alphafold","source_host":"github.com","occurred_at":"2021-06-17T14:06:06+00:00","first_seen_at":"2026-06-06T01:49:33.266296+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/alphafold","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"14,655","source":"traction"},{"label":"Watch term","value":"Infrastructure","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/alphafold"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:56:56.990382+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d/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/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/alphafold","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/alphafold\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/alphafold","text":"Google (DeepMind / Gemini) published repo google-deepmind/alphafold."},{"subject":"google-deepmind/alphafold","predicate":"is classified as","object":"repo signal","text":"google-deepmind/alphafold is classified as repo signal."},{"subject":"google-deepmind/alphafold","predicate":"belongs to","object":"repos desk","text":"google-deepmind/alphafold belongs to repos desk."},{"subject":"google-deepmind/alphafold","predicate":"has context","object":"Python","text":"google-deepmind/alphafold has context Python."},{"subject":"google-deepmind/alphafold","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/alphafold has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/alphafold","predicate":"has captured page count","object":"1","text":"google-deepmind/alphafold has captured page count 1."},{"subject":"google-deepmind/alphafold","predicate":"has readable page count","object":"1","text":"google-deepmind/alphafold has readable page count 1."},{"subject":"google-deepmind/alphafold","predicate":"has related signal count","object":"6","text":"google-deepmind/alphafold has related signal count 6."},{"subject":"google-deepmind/alphafold","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/alphafold 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/alphafold","predicate":"has source host","object":"github.com","text":"google-deepmind/alphafold has source host github.com."},{"subject":"google-deepmind/alphafold","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/alphafold has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/alphafold","predicate":"has signal desk","object":"repos","text":"google-deepmind/alphafold has signal desk repos."},{"subject":"google-deepmind/alphafold","predicate":"has source host","object":"github.com","text":"google-deepmind/alphafold has source host github.com."},{"subject":"google-deepmind/alphafold","predicate":"has repository","object":"google-deepmind/alphafold","text":"google-deepmind/alphafold has repository google-deepmind/alphafold."},{"subject":"google-deepmind/alphafold","predicate":"has language","object":"Python","text":"google-deepmind/alphafold has language Python."},{"subject":"google-deepmind/alphafold","predicate":"has stars","object":"14,655","text":"google-deepmind/alphafold has stars 14,655."},{"subject":"google-deepmind/alphafold","predicate":"has watch term","object":"Infrastructure","text":"google-deepmind/alphafold has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/alphafold (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/alphafold · language Python. 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/alphafold","text":"Google (DeepMind / Gemini) published repo google-deepmind/alphafold."},{"subject":"google-deepmind/alphafold","predicate":"is classified as","object":"repo signal","text":"google-deepmind/alphafold is classified as repo signal."},{"subject":"google-deepmind/alphafold","predicate":"belongs to","object":"repos desk","text":"google-deepmind/alphafold belongs to repos desk."},{"subject":"google-deepmind/alphafold","predicate":"has context","object":"Python","text":"google-deepmind/alphafold has context Python."},{"subject":"google-deepmind/alphafold","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/alphafold has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d","url":"https://onlylabs.fyi/signals/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d","json_url":"https://onlylabs.fyi/signals/5d6e6bfc-c477-4fdd-8f2d-a3b3609b000d/signal.json","source_url":"https://github.com/google-deepmind/alphafold","title":"google-deepmind/alphafold","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":"2021-06-17T14:06:06+00:00","first_seen_at":"2026-06-06T01:49:33.266296+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/alphafold"]},"facets":{"repo":"google-deepmind/alphafold","language":"Python"},"traction":{"github_stars":14655,"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/alphafold","final_url":"https://github.com/google-deepmind/alphafold","title":"google-deepmind/alphafold repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:56.990382+00:00","bytes":42347,"raw_path":"cb860951c4385e173bf321ff4135b3f1845d34a44e2dab7490c207a47cd39e2e.json","content_hash":"3ddb676b264b75d069a680b9aa81651a5cb936e5f14443de243657b7fc782801","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/alphafold Description: Open source code for AlphaFold 2. Language: Python License: Apache-2.0 Stars: 14656 Forks: 2626 Open issues: 307 Created: 2021-06-17T14:06:06Z Pushed: 2026-04-22T17:58:21Z Default branch: main Fork: no Archived: no README: ![header](imgs/header.jpg) AlphaFold This package provides an implementation of the inference pipeline of AlphaFold v2. For simplicity, we refer to this model as AlphaFold throughout the rest of this document. We also provide: 1. An implementation of AlphaFold-Multimer. This represents a work in progress and AlphaFold-Multimer isn't expected to be as stable as our monomer AlphaFold system. [Read the guide](#updating-existing-installation) for how to upgrade and update code. 2. The [technical note](docs/technical_note_v2.3.0.md) containing the models and inference procedure for an updated AlphaFold v2.3.0. 3. A [CASP15 baseline](docs/casp15_predictions.zip) set of predictions along with documentation of any manual interventions performed. Any publication that discloses findings arising from using this source code or the model parameters should [cite](#citing-this-work) the [AlphaFold..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/alphafold","final_url":"https://github.com/google-deepmind/alphafold","title":"google-deepmind/alphafold repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:56.990382+00:00","bytes":42347,"raw_path":"cb860951c4385e173bf321ff4135b3f1845d34a44e2dab7490c207a47cd39e2e.json","content_hash":"3ddb676b264b75d069a680b9aa81651a5cb936e5f14443de243657b7fc782801","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/alphafold Description: Open source code for AlphaFold 2. Language: Python License: Apache-2.0 Stars: 14656 Forks: 2626 Open issues: 307 Created: 2021-06-17T14:06:06Z Pushed: 2026-04-22T17:58:21Z Default branch: main Fork: no Archived: no README: ![header](imgs/header.jpg) AlphaFold This package provides an implementation of the inference pipeline of AlphaFold v2. For simplicity, we refer to this model as AlphaFold throughout the rest of this document. We also provide: 1. An implementation of AlphaFold-Multimer. This represents a work in progress and AlphaFold-Multimer isn't expected to be as stable as our monomer AlphaFold system. [Read the guide](#updating-existing-installation) for how to upgrade and update code. 2. The [technical note](docs/technical_note_v2.3.0.md) containing the models and inference procedure for an updated AlphaFold v2.3.0. 3. A [CASP15 baseline](docs/casp15_predictions.zip) set of predictions along with documentation of any manual interventions performed. Any publication that discloses findings arising from using this source code or the model parameters should [cite](#citing-this-work) the [AlphaFold..."}],"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"}]}