{"schema_version":"onlylabs.public_signals.v1","title":"onlylabs Neo data talking signals export","description":"What are frontier labs talking about publicly? Writing and public discussion surface research themes, product framing, model-launch context, and external traction around the labs.","url":"https://onlylabs.fyi/topics/talking?category=neodata","json_url":"https://onlylabs.fyi/topics/talking/signals.json?category=neodata","generated_at":"2026-06-11T14:02:52.178Z","scope":{"category":"neodata","label":"Neo data"},"topic":{"slug":"talking","title":"Talking signals","question":"What are frontier labs talking about publicly?","kinds":["post_published"]},"analysis_guide":{"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?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions."},"brief":{"headline":"No loaded talking signals for neo data yet","answer":"Neo data talking has no loaded signals yet. onlylabs is monitoring 0 tracked orgs for writing signals.","summary":"0 orgs are in scope. The ledger will populate when the scraper captures writing signals.","semantic_triples":[{"subject":"Neo data talking desk","predicate":"monitors","object":"0 tracked orgs","text":"Neo data talking desk monitors 0 tracked orgs."},{"subject":"Neo data talking desk","predicate":"has loaded","object":"0 signals","text":"Neo data talking desk has loaded 0 signals."}],"facts":[{"label":"Loaded signals","value":"0"},{"label":"Active orgs","value":"0 / 0"}],"leaders":[],"watch":[{"label":"research themes","value":"waiting for signal"},{"label":"launch framing","value":"waiting for signal"},{"label":"traction","value":"waiting for signal"},{"label":"policy notes","value":"waiting for signal"},{"label":"product direction","value":"waiting for signal"}],"agent_handoff":{"objective":"Inspect Neo data talking signals for public research themes, launch framing, traction, policy posture, and product direction.","next_questions":["Which themes are labs choosing to explain publicly?","Which posts have traction or reframe a recent release, model, hiring wave, or policy stance?","Which writing mentions data, evals, infrastructure, safety, or deployment workflows?"],"required_sources":["post title","source URL","captured page text","HN traction","publication date"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"urls":{"topic":"https://onlylabs.fyi/topics/talking?category=neodata","topic_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neodata","topic_rss":"https://onlylabs.fyi/topics/talking/feed.xml?category=neodata","filtered_signals":"https://onlylabs.fyi/signals?category=neodata&kind=post_published","agents_json":"https://onlylabs.fyi/agents.json?category=neodata","data_radar_json":null,"opportunities_json":null}}},"answer_pack":{"answer":"Talking signals has 0 loaded signals: 0 hiring, 0 forks, 0 releases or model cards, 0 talking, and 0 repos. No organization leads this feed yet. No newest signal is loaded yet. Data-business radar is currently scoped to frontier labs, so this category does not expose radar lanes. No agent triage target is currently loaded.","signal_desks":{"hiring":0,"forks":0,"releases":0,"talking":0,"repos":0},"leaders":[],"data_business":{"matches":0,"lanes":[]},"latest_signal":null,"agent_triage":[],"agent_handoff":{"objective":"Route Talking signals as a signal-level triage desk for Neo data. Inspect 0 ranked targets across hiring (0), forks (0), releases (0), talking (0), and repos (0). No ranked target is currently loaded. Use the signal detail playbooks to evaluate category-specific evidence, source gaps, and analysis refresh needs.","recommended_action":"inspect_topic_signal_triage","command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neodata --limit 5 --web-limit 10","dry_run_command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neodata --limit 5 --web-limit 10 --dry-run","next_questions":["Which signal should become the first inspection target?","Which signal details should be inspected for category-specific strategy, source gaps, or analysis refresh needs?","Which source pages or analysis evidence are missing before the standing agent analysis can be refreshed?"],"required_sources":["signal feed JSON","signal detail JSON for each triage target","signal detail analysis_playbook","lab dossier JSON for each target org","analysis evidence JSON for each target org","agent operations JSON","category intelligence JSON","category signal feed JSON"],"output_fields":["feed_title","triage_target_ids","priority_scores","next_actions","source_urls","evidence_coverage","agent_refresh_command","recommended_next_action"],"urls":{"feed":"https://onlylabs.fyi/topics/talking?category=neodata","feed_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neodata","agents_json":"https://onlylabs.fyi/agents.json?category=neodata","category":"https://onlylabs.fyi/neodata","category_json":"https://onlylabs.fyi/neodata.json","category_signals_json":"https://onlylabs.fyi/signals.json?category=neodata","topic_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neodata","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neodata","data_radar_json":null,"opportunities_json":null},"triage_targets":[]},"semantic_triples":[{"subject":"Talking signals","predicate":"has loaded signal count","object":"0","text":"Talking signals has loaded signal count 0."},{"subject":"Talking signals","predicate":"has hiring signal count","object":"0","text":"Talking signals has hiring signal count 0."},{"subject":"Talking signals","predicate":"has fork signal count","object":"0","text":"Talking signals has fork signal count 0."},{"subject":"Talking signals","predicate":"has release signal count","object":"0","text":"Talking signals has release signal count 0."},{"subject":"Talking signals","predicate":"has talking signal count","object":"0","text":"Talking signals has talking signal count 0."}]},"count":0,"signals":[]}