{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/perception_test","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/317689e0-feda-4f43-bc74-c76d7eafd879","json_url":"https://onlylabs.fyi/signals/317689e0-feda-4f43-bc74-c76d7eafd879/signal.json","generated_at":"2026-06-27T00:50:42.458Z","evidence_latest_fetched_at":"2026-06-20T07:04:53.665434+00:00","signal_first_seen_at":"2026-06-20T07:00:15.312552+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/317689e0-feda-4f43-bc74-c76d7eafd879","signal_json":"https://onlylabs.fyi/signals/317689e0-feda-4f43-bc74-c76d7eafd879/signal.json","source":"https://github.com/google-deepmind/perception_test","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/perception_test (Jupyter Notebook). 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/perception_test · language Jupyter Notebook · Solid new perception repo from DeepMind, moderate stars.. 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/perception_test","source_host":"github.com","occurred_at":"2022-10-06T15:55:15+00:00","first_seen_at":"2026-06-20T07:00:15.312552+00:00","date_source":"source","context":"Jupyter Notebook"},"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/perception_test","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"250","source":"traction"},{"label":"Notability","value":"Solid new perception repo from DeepMind, moderate stars.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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/perception_test"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-20T07:04:53.665434+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/317689e0-feda-4f43-bc74-c76d7eafd879/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/317689e0-feda-4f43-bc74-c76d7eafd879/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/perception_test","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/perception_test\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/perception_test","text":"Google (DeepMind / Gemini) published repo google-deepmind/perception_test."},{"subject":"google-deepmind/perception_test","predicate":"is classified as","object":"repo signal","text":"google-deepmind/perception_test is classified as repo signal."},{"subject":"google-deepmind/perception_test","predicate":"belongs to","object":"repos desk","text":"google-deepmind/perception_test belongs to repos desk."},{"subject":"google-deepmind/perception_test","predicate":"has context","object":"Jupyter Notebook","text":"google-deepmind/perception_test has context Jupyter Notebook."},{"subject":"google-deepmind/perception_test","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/perception_test has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/perception_test","predicate":"has captured page count","object":"1","text":"google-deepmind/perception_test has captured page count 1."},{"subject":"google-deepmind/perception_test","predicate":"has readable page count","object":"1","text":"google-deepmind/perception_test has readable page count 1."},{"subject":"google-deepmind/perception_test","predicate":"has related signal count","object":"6","text":"google-deepmind/perception_test has related signal count 6."},{"subject":"google-deepmind/perception_test","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/perception_test 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/perception_test","predicate":"has source host","object":"github.com","text":"google-deepmind/perception_test has source host github.com."},{"subject":"google-deepmind/perception_test","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/perception_test has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/perception_test","predicate":"has signal desk","object":"repos","text":"google-deepmind/perception_test has signal desk repos."},{"subject":"google-deepmind/perception_test","predicate":"has source host","object":"github.com","text":"google-deepmind/perception_test has source host github.com."},{"subject":"google-deepmind/perception_test","predicate":"has repository","object":"google-deepmind/perception_test","text":"google-deepmind/perception_test has repository google-deepmind/perception_test."},{"subject":"google-deepmind/perception_test","predicate":"has language","object":"Jupyter Notebook","text":"google-deepmind/perception_test has language Jupyter Notebook."},{"subject":"google-deepmind/perception_test","predicate":"has stars","object":"250","text":"google-deepmind/perception_test has stars 250."},{"subject":"google-deepmind/perception_test","predicate":"has notability","object":"Solid new perception repo from DeepMind, moderate stars.","text":"google-deepmind/perception_test has notability Solid new perception repo from DeepMind, moderate stars.."},{"subject":"google-deepmind/perception_test","predicate":"has watch term","object":"Eval methodology","text":"google-deepmind/perception_test has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/perception_test (Jupyter Notebook). 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/perception_test · language Jupyter Notebook · Solid new perception repo from DeepMind, moderate stars.. 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/perception_test","text":"Google (DeepMind / Gemini) published repo google-deepmind/perception_test."},{"subject":"google-deepmind/perception_test","predicate":"is classified as","object":"repo signal","text":"google-deepmind/perception_test is classified as repo signal."},{"subject":"google-deepmind/perception_test","predicate":"belongs to","object":"repos desk","text":"google-deepmind/perception_test belongs to repos desk."},{"subject":"google-deepmind/perception_test","predicate":"has context","object":"Jupyter Notebook","text":"google-deepmind/perception_test has context Jupyter Notebook."},{"subject":"google-deepmind/perception_test","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/perception_test has evidence coverage 1 captured evidence page."}]},"signal":{"id":"317689e0-feda-4f43-bc74-c76d7eafd879","url":"https://onlylabs.fyi/signals/317689e0-feda-4f43-bc74-c76d7eafd879","json_url":"https://onlylabs.fyi/signals/317689e0-feda-4f43-bc74-c76d7eafd879/signal.json","source_url":"https://github.com/google-deepmind/perception_test","title":"google-deepmind/perception_test","summary":"Google (DeepMind / Gemini) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2022-10-06T15:55:15+00:00","first_seen_at":"2026-06-20T07:00:15.312552+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/perception_test"]},"facets":{"repo":"google-deepmind/perception_test","language":"Jupyter Notebook"},"traction":{"github_stars":250,"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/google-deepmind/perception_test","final_url":"https://github.com/google-deepmind/perception_test","title":"google-deepmind/perception_test repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-20T07:04:53.665434+00:00","bytes":36399,"raw_path":"a23e72e9cdd124f059d946c4b7781748e82ecdc1bec3f71aa98572e1cf059647.json","content_hash":"226e5ef47cc22da5bc01ec521d48a412a531da2f4fc4d1a95940fb86bf989987","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/perception_test Language: Jupyter Notebook License: Apache-2.0 Stars: 250 Forks: 14 Open issues: 3 Created: 2022-10-06T15:55:15Z Pushed: 2026-06-19T13:09:02Z Default branch: main Fork: no Archived: no README: Perception Test: A Diagnostic Benchmark for Multimodal Video Models News The Fourth Perception Test Challenge will be organised as an ECCV2026 workshop, challenge website [here](https://perception-test-challenge.github.io/). Overview | | | |-----|----| |Quickstart visualisation notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/deepmind/perception_test/blob/main/data_visualisation.ipynb) | | Dataset Explorer | [Dataset Explorer](https://ptchallenge-workshop.github.io/explore.html) | | Download data | [Download section here](https://github.com/deepmind/perception_test#download-the-data-and-annotations) | | Evaluation scripts (including data loader, dummy baseline, evaluation metrics) | [multiple-choice video QA](https://github.com/deepmind/perception_test/blob/main/baselines/mc_vqa.ipynb), [object tracking](https://github.com/deepmind/perception_test/blob/main/baselines/single_object_tracking.ipynb),..."},"evidence_pages":[],"related_signals":[{"id":"4cf1e0bb-20a4-44f2-b74e-3e47bc6e8c00","url":"https://onlylabs.fyi/signals/4cf1e0bb-20a4-44f2-b74e-3e47bc6e8c00","source_url":"https://github.com/google-deepmind/1h-videoqa","title":"google-deepmind/1h-videoqa","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-15T17:32:38+00:00","first_seen_at":"2026-06-16T07:00:16.437544+00:00","date_source":"source"},{"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"}]}