{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Writing: Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","description":"Cohere writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7","json_url":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7/signal.json","generated_at":"2026-10-25T18:27:21.170Z","evidence_latest_fetched_at":"2026-10-14T20:02:29.292431+00:00","signal_first_seen_at":"2026-10-14T20:00:49.535494+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7","signal_json":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7/signal.json","source":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Cohere published Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Cohere research post on multi-agent inference scaling · Scaling Inference-Time Compute with Teams of Coding Agents Skip to content Introducing North 2: AI without compromises Learn more about the updates Products Solutions.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","source_host":"cohere.com","occurred_at":"2026-10-12T00:00:00.000Z","first_seen_at":"2026-10-14T20:00:49.535494+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"cohere.com","source":"source"},{"label":"Notability","value":"Cohere research post on multi-agent inference scaling","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"inference","source":"radar"},{"label":"Matched term","value":"scaling","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-14T20:02:29.292431+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["inference","scaling"],"score":15,"reason":"Cohere has a writing signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7/signal.json","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7/signal.json","required":true},{"label":"source","url":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Cohere's writing signal \"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Cohere","predicate":"published","object":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","text":"Cohere published Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"is classified as","object":"writing signal","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 is classified as writing signal."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"belongs to","object":"talking desk","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 belongs to talking desk."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has evidence coverage 1 captured evidence page."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"matches data-business lanes","object":"Infrastructure","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 matches data-business lanes Infrastructure."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has captured page count","object":"1","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has captured page count 1."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has readable page count","object":"1","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has readable page count 1."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has related signal count","object":"6","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has related signal count 6."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has source host","object":"cohere.com","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has source host cohere.com."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has lab","object":"Cohere","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has lab Cohere."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has signal desk","object":"talking","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has signal desk talking."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has source host","object":"cohere.com","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has source host cohere.com."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has notability","object":"Cohere research post on multi-agent inference scaling","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has notability Cohere research post on multi-agent inference scaling."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has radar lane","object":"Infrastructure","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has radar lane Infrastructure."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has matched term","object":"inference","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has matched term inference."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has matched term","object":"scaling","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has matched term scaling."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has watch term","object":"Eval methodology","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"talking","answer":"Cohere published Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Cohere research post on multi-agent inference scaling · Scaling Inference-Time Compute with Teams of Coding Agents Skip to content Introducing North 2: AI without compromises Learn more about the updates Products Solutions.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Cohere","predicate":"published","object":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","text":"Cohere published Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"is classified as","object":"writing signal","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 is classified as writing signal."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"belongs to","object":"talking desk","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 belongs to talking desk."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 has evidence coverage 1 captured evidence page."},{"subject":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","predicate":"matches data-business lanes","object":"Infrastructure","text":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12 matches data-business lanes Infrastructure."}]},"signal":{"id":"6104b8d3-468a-4a6c-b408-fb52bbdac4d7","url":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7","json_url":"https://onlylabs.fyi/signals/6104b8d3-468a-4a6c-b408-fb52bbdac4d7/signal.json","source_url":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","title":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","summary":"Cohere 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":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-12T00:00:00.000Z","first_seen_at":"2026-10-14T20:00:49.535494+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://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":15,"matched_terms":["inference","scaling"],"reason":"Cohere has a writing signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","final_url":"https://cohere.com/research/papers/scaling-inference-time-compute-with-teams-of-coding-agents-2026-10-12","title":"Scaling Inference Time Compute With Teams Of Coding Agents 2026 10 12","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-10-14T20:02:29.292431+00:00","bytes":292591,"raw_path":"076bed791038149e7f4782aa86e1005beaf44656c434d62edba9c128b3cfc0bd.html","content_hash":"66f098361a80fb95701b7fcbe57afe0128bd983ee29101dcc2723478204ffebe","excerpt_chars":1200,"truncated":true,"excerpt":"Scaling Inference-Time Compute with Teams of Coding Agents Skip to content Introducing North 2: AI without compromises Learn more about the updates Products Solutions Resources Blog Research Company Sign in Request a demo Platform North Enterprise-ready AI for business Compass Intelligent search and discovery Models Command Generative language models Transcribe New Speech recognition model North Small Translate NEW Machine translation model Parse New Document parsing model Embed Semantic representation model Rerank Retrieval optimization model Models Overview Product Products Overview Total Cost of AI Ownership Pricing Featured North 2: Cohere's latest platform update — with 15+ new features Deploy Model Vault Dedicated model inference platform Private Deployments On-prem or isolated VPCs Security Protect your data at every stage See deployment options By Industry Financial Services Public Sector Technology Telecommunications Energy and Utilities Healthcare Manufacturing Featured Model Vault provides fully-isolated, performant inference with Saas simplicity Insights Customer Stories For Developers Developers Models Overview Docs Discord LLM University Connect Partners Events..."},"evidence_pages":[],"related_signals":[{"id":"6f798328-5363-487f-bbb8-8292ce7fbfda","url":"https://onlylabs.fyi/signals/6f798328-5363-487f-bbb8-8292ce7fbfda","source_url":"https://cohere.com/blog/introducing-confidential-computing-on-cohere-model-vault","title":"Introducing Confidential Computing On Cohere Model Vault","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T00:00:00.000Z","first_seen_at":"2026-10-24T00:00:49.670298+00:00","date_source":"page.visible_date"},{"id":"e3a7d174-d86f-41a6-a55e-b5823c5e538b","url":"https://onlylabs.fyi/signals/e3a7d174-d86f-41a6-a55e-b5823c5e538b","source_url":"https://cohere.com/blog/can-ai-understand-culture","title":"Can Ai Understand Culture","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T00:00:00+00:00","first_seen_at":"2026-10-24T00:00:49.670298+00:00","date_source":"sitemap.lastmod"},{"id":"45a53fe6-dd7f-41ad-9275-e18dcb67a18f","url":"https://onlylabs.fyi/signals/45a53fe6-dd7f-41ad-9275-e18dcb67a18f","source_url":"https://cohere.com/research/papers/culturalriddles-2026-10-22","title":"Culturalriddles 2026 10 22","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T00:00:00+00:00","first_seen_at":"2026-10-24T00:00:49.670298+00:00","date_source":"sitemap.lastmod"},{"id":"ab33ddc1-30cb-4e38-8422-a110123608ff","url":"https://onlylabs.fyi/signals/ab33ddc1-30cb-4e38-8422-a110123608ff","source_url":"https://cohere.com/blog/inside-cohere-model-vault-building-verifiable-confidential-ai-inference","title":"Inside Cohere Model Vault Building Verifiable Confidential Ai Inference","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T00:00:00+00:00","first_seen_at":"2026-10-24T00:00:49.670298+00:00","date_source":"sitemap.lastmod"},{"id":"f3e7794f-d029-48bd-b9e1-e743ee24395d","url":"https://onlylabs.fyi/signals/f3e7794f-d029-48bd-b9e1-e743ee24395d","source_url":"https://cohere.com/blog/rerank-5","title":"Rerank 5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-21T00:00:00+00:00","first_seen_at":"2026-10-24T00:00:49.670298+00:00","date_source":"sitemap.lastmod"},{"id":"4a81f395-7701-451c-b3ec-465e21732538","url":"https://onlylabs.fyi/signals/4a81f395-7701-451c-b3ec-465e21732538","source_url":"https://cohere.com/blog/cohere-and-aisle-sign-letter-of-intent-to-advance-cyber-resilient-sovereign-ai","title":"Cohere And Aisle Sign Letter Of Intent To Advance Cyber Resilient Sovereign Ai","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-15T00:00:00.000Z","first_seen_at":"2026-10-15T20:00:50.02041+00:00","date_source":"page.visible_date"}]}