{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/game_arena","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/f0db69fb-f3cc-45b7-8b08-f9808acb4c08","json_url":"https://onlylabs.fyi/signals/f0db69fb-f3cc-45b7-8b08-f9808acb4c08/signal.json","generated_at":"2026-06-11T04:00:13.437153+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/f0db69fb-f3cc-45b7-8b08-f9808acb4c08","signal_json":"https://onlylabs.fyi/signals/f0db69fb-f3cc-45b7-8b08-f9808acb4c08/signal.json","source":"https://github.com/google-deepmind/game_arena","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/game_arena (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/game_arena · language Python · New repo from DeepMind, low stars, routine release. 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/game_arena","source_host":"github.com","occurred_at":"2025-07-29T17:20:45+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/game_arena","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"108","source":"traction"},{"label":"Notability","value":"New repo from DeepMind, low stars, routine release","source":"signal"},{"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/game_arena"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:00:13.437153+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f0db69fb-f3cc-45b7-8b08-f9808acb4c08/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/f0db69fb-f3cc-45b7-8b08-f9808acb4c08/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/game_arena","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/game_arena\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/game_arena","text":"Google (DeepMind / Gemini) published repo google-deepmind/game_arena."},{"subject":"google-deepmind/game_arena","predicate":"is classified as","object":"repo signal","text":"google-deepmind/game_arena is classified as repo signal."},{"subject":"google-deepmind/game_arena","predicate":"belongs to","object":"repos desk","text":"google-deepmind/game_arena belongs to repos desk."},{"subject":"google-deepmind/game_arena","predicate":"has context","object":"Python","text":"google-deepmind/game_arena has context Python."},{"subject":"google-deepmind/game_arena","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/game_arena has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/game_arena","predicate":"has captured page count","object":"1","text":"google-deepmind/game_arena has captured page count 1."},{"subject":"google-deepmind/game_arena","predicate":"has readable page count","object":"1","text":"google-deepmind/game_arena has readable page count 1."},{"subject":"google-deepmind/game_arena","predicate":"has related signal count","object":"6","text":"google-deepmind/game_arena has related signal count 6."},{"subject":"google-deepmind/game_arena","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/game_arena 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/game_arena","predicate":"has source host","object":"github.com","text":"google-deepmind/game_arena has source host github.com."},{"subject":"google-deepmind/game_arena","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/game_arena has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/game_arena","predicate":"has signal desk","object":"repos","text":"google-deepmind/game_arena has signal desk repos."},{"subject":"google-deepmind/game_arena","predicate":"has source host","object":"github.com","text":"google-deepmind/game_arena has source host github.com."},{"subject":"google-deepmind/game_arena","predicate":"has repository","object":"google-deepmind/game_arena","text":"google-deepmind/game_arena has repository google-deepmind/game_arena."},{"subject":"google-deepmind/game_arena","predicate":"has language","object":"Python","text":"google-deepmind/game_arena has language Python."},{"subject":"google-deepmind/game_arena","predicate":"has stars","object":"108","text":"google-deepmind/game_arena has stars 108."},{"subject":"google-deepmind/game_arena","predicate":"has notability","object":"New repo from DeepMind, low stars, routine release","text":"google-deepmind/game_arena has notability New repo from DeepMind, low stars, routine release."},{"subject":"google-deepmind/game_arena","predicate":"has watch term","object":"Infrastructure","text":"google-deepmind/game_arena has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/game_arena (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/game_arena · language Python · New repo from DeepMind, low stars, routine release. 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/game_arena","text":"Google (DeepMind / Gemini) published repo google-deepmind/game_arena."},{"subject":"google-deepmind/game_arena","predicate":"is classified as","object":"repo signal","text":"google-deepmind/game_arena is classified as repo signal."},{"subject":"google-deepmind/game_arena","predicate":"belongs to","object":"repos desk","text":"google-deepmind/game_arena belongs to repos desk."},{"subject":"google-deepmind/game_arena","predicate":"has context","object":"Python","text":"google-deepmind/game_arena has context Python."},{"subject":"google-deepmind/game_arena","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/game_arena has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f0db69fb-f3cc-45b7-8b08-f9808acb4c08","url":"https://onlylabs.fyi/signals/f0db69fb-f3cc-45b7-8b08-f9808acb4c08","json_url":"https://onlylabs.fyi/signals/f0db69fb-f3cc-45b7-8b08-f9808acb4c08/signal.json","source_url":"https://github.com/google-deepmind/game_arena","title":"google-deepmind/game_arena","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":"2025-07-29T17:20:45+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/game_arena"]},"facets":{"repo":"google-deepmind/game_arena","language":"Python"},"traction":{"github_stars":108,"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/game_arena","final_url":"https://github.com/google-deepmind/game_arena","title":"google-deepmind/game_arena repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:13.437153+00:00","bytes":13858,"raw_path":"ab1dbb3f1b5c3935797931fd615a916fd8226b25cd6409a9ac544585a16563f0.json","content_hash":"c3e99529a3b25c7c4e0e173fcd2b47db65d17c4b9601441234a830f31e79c42c","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/game_arena Language: Python License: Apache-2.0 Stars: 108 Forks: 22 Open issues: 4 Created: 2025-07-29T17:20:45Z Pushed: 2026-02-02T19:04:41Z Default branch: main Fork: no Archived: no README: Game Arena This GitHub repository contains the harness developed by Google DeepMind for Game Arena, a Kaggle-hosted platform where LLMs compete in games against each other. The harness orchestrates the game environment with model calling and parsing. Quick start Welcome! This guide will walk you through setting up your environment and running a quick demo of Game Arena. 1. Prepare Your Environment ```bash Create a new virtual environment python3 -m venv ~/game_arena_venv Activate your virtual environment source ~/game_arena_venv/bin/activate ``` 2. Install Game Arena From GitHub in local development mode: ```bash git clone https://github.com/google-deepmind/game_arena.git python3 -m pip install --editable game_arena ``` From PyPI: ```bash python3 -m pip install game_arena ``` 3. Run a Demo Chess Game A chess-only demo of the harness components is in `harness/harness_demo.py`. First, ensure your virtual environment is still active, then install `termcolor` for better output..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/game_arena","final_url":"https://github.com/google-deepmind/game_arena","title":"google-deepmind/game_arena repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:13.437153+00:00","bytes":13858,"raw_path":"ab1dbb3f1b5c3935797931fd615a916fd8226b25cd6409a9ac544585a16563f0.json","content_hash":"c3e99529a3b25c7c4e0e173fcd2b47db65d17c4b9601441234a830f31e79c42c","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/game_arena Language: Python License: Apache-2.0 Stars: 108 Forks: 22 Open issues: 4 Created: 2025-07-29T17:20:45Z Pushed: 2026-02-02T19:04:41Z Default branch: main Fork: no Archived: no README: Game Arena This GitHub repository contains the harness developed by Google DeepMind for Game Arena, a Kaggle-hosted platform where LLMs compete in games against each other. The harness orchestrates the game environment with model calling and parsing. Quick start Welcome! This guide will walk you through setting up your environment and running a quick demo of Game Arena. 1. Prepare Your Environment ```bash Create a new virtual environment python3 -m venv ~/game_arena_venv Activate your virtual environment source ~/game_arena_venv/bin/activate ``` 2. Install Game Arena From GitHub in local development mode: ```bash git clone https://github.com/google-deepmind/game_arena.git python3 -m pip install --editable game_arena ``` From PyPI: ```bash python3 -m pip install game_arena ``` 3. Run a Demo Chess Game A chess-only demo of the harness components is in `harness/harness_demo.py`. First, ensure your virtual environment is still active, then install `termcolor` for better output..."}],"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"}]}