{"schema_version":"onlylabs.public_signal.v1","title":"Reka AI Writing: Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","description":"Reka AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d","json_url":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d/signal.json","generated_at":"2026-06-28T03:33:09.075Z","evidence_latest_fetched_at":"2026-06-27T04:01:05.540008+00:00","signal_first_seen_at":"2026-06-26T20:26:31.184778+00:00","org":{"slug":"reka","name":"Reka AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/reka","dossier_json_url":"https://onlylabs.fyi/labs/reka/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d","signal_json":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d/signal.json","source":"https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset","lab_dossier":"https://onlylabs.fyi/labs/reka","lab_dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis":"https://onlylabs.fyi/analysis/reka","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Reka AI published Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset ← Back to Blog ')\" data-framer-background-image-wrapper=\"true\"> Jun 24, 2026 CS2-10k: A Large-Scale Egocentric.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset","source_host":"reka.ai","occurred_at":"2026-06-24T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.184778+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Reka AI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"reka.ai","source":"source"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-27T04:01:05.540008+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d/signal.json","dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset ← Back to Blog ')\" data-framer-background-image-wrapper=\"true\"> Jun 24, 2026 CS2-10k: A Large-Scale Egocentric.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Reka AI","predicate":"published","object":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","text":"Reka AI published Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset."},{"subject":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","predicate":"is classified as","object":"writing signal","text":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset is classified as writing signal."},{"subject":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","predicate":"belongs to","object":"talking desk","text":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset belongs to talking desk."},{"subject":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9ecd2eae-e88a-46f0-91b9-863bff4d4d8d","url":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d","json_url":"https://onlylabs.fyi/signals/9ecd2eae-e88a-46f0-91b9-863bff4d4d8d/signal.json","source_url":"https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset","title":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","summary":"Reka AI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-06-24T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.184778+00:00","date_source":"page.visible_date","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://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset"]},"facets":{},"traction":{"github_stars":null,"hn_points":2,"hn_comments":0,"hn_story_id":"48680890","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset","final_url":"https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset","title":"Cs2 10k A Large Scale Egocentric Counter Strike 2 Dataset","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-27T04:01:05.540008+00:00","bytes":341468,"raw_path":"01fe0502e5a0acd6a93d7ca53917f86322ff20497817292a047f555fba3b9dce.html","content_hash":"da441814842833da331c3f906def0880f90bcd378d4343fb4be889f9eb118eaf","excerpt_chars":1200,"truncated":true,"excerpt":"CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset ← Back to Blog ')\" data-framer-background-image-wrapper=\"true\"> Jun 24, 2026 CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset Training interactive world models requires data that is notoriously hard to find: ego-centric video sequences with densely aligned action signals (keyboard inputs, camera motion, and ego state) all synchronized to the visual stream. Real-world embodied data is costly to collect, while synthetic data often lacks the visual richness or behavioral diversity needed for generalization. Counter-Strike 2 demos offer a compelling middle ground: because matches are recorded as deterministic replays, we can reconstruct clean first-person video at any point in a match, extracting the precise control inputs that drove each visual change. For these reasons, Counter-Strike is fast becoming a popular substrate for embodied AI and world-model research, with recent efforts such as EgoCS-400k reflecting a growing community interest in it as a rich source of egocentric training data. Today we release CS2-10k , a large-scale egocentric gameplay..."},"evidence_pages":[],"related_signals":[{"id":"fb063843-18fc-4913-83b1-fa3ee04c7f69","url":"https://onlylabs.fyi/signals/fb063843-18fc-4913-83b1-fa3ee04c7f69","source_url":"https://reka.ai/news/your-archive-is-a-revenue-engine.-most-broadcasters-are-still-treating-it-like-a-hard-drive","title":"Your Archive Is A Revenue Engine. 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