{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Writing: Glm 52 Fast Available On Baseten","description":"Baseten writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a","json_url":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a/signal.json","generated_at":"2026-07-26T20:40:08.820Z","evidence_latest_fetched_at":"2026-07-23T20:02:03.376715+00:00","signal_first_seen_at":"2026-07-23T20:00:52.856312+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a","signal_json":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a/signal.json","source":"https://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Baseten published Glm 52 Fast Available On Baseten. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GLM 5.2 Fast available on Baseten Announcing our Series F . Learn more changelog / post GLM 5.2 Fast available on Baseten Jul 23, 2026 Go back GLM 5.2 Fast is the first.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","source_host":"baseten.co","occurred_at":"2026-07-23T19:42:33+00:00","first_seen_at":"2026-07-23T20:00:52.856312+00:00","date_source":"sitemap.lastmod","context":null},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"baseten.co","source":"source"},{"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://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-23T20:02:03.376715+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a/signal.json","required":true},{"label":"source","url":"https://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","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 Baseten's writing signal \"Glm 52 Fast Available On Baseten\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published","object":"Glm 52 Fast Available On Baseten","text":"Baseten published Glm 52 Fast Available On Baseten."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"is classified as","object":"writing signal","text":"Glm 52 Fast Available On Baseten is classified as writing signal."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"belongs to","object":"talking desk","text":"Glm 52 Fast Available On Baseten belongs to talking desk."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Glm 52 Fast Available On Baseten has evidence coverage 1 captured evidence page."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has captured page count","object":"1","text":"Glm 52 Fast Available On Baseten has captured page count 1."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has readable page count","object":"1","text":"Glm 52 Fast Available On Baseten has readable page count 1."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has related signal count","object":"6","text":"Glm 52 Fast Available On Baseten has related signal count 6."},{"subject":"Glm 52 Fast Available On Baseten","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":"Glm 52 Fast Available On Baseten 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":"Glm 52 Fast Available On Baseten","predicate":"has source host","object":"baseten.co","text":"Glm 52 Fast Available On Baseten has source host baseten.co."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has lab","object":"Baseten","text":"Glm 52 Fast Available On Baseten has lab Baseten."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has signal desk","object":"talking","text":"Glm 52 Fast Available On Baseten has signal desk talking."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has source host","object":"baseten.co","text":"Glm 52 Fast Available On Baseten has source host baseten.co."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has watch term","object":"Infrastructure","text":"Glm 52 Fast Available On Baseten has watch term Infrastructure."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has watch term","object":"Agents and tool use","text":"Glm 52 Fast Available On Baseten has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Baseten published Glm 52 Fast Available On Baseten. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GLM 5.2 Fast available on Baseten Announcing our Series F . Learn more changelog / post GLM 5.2 Fast available on Baseten Jul 23, 2026 Go back GLM 5.2 Fast is the first.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Baseten","predicate":"published","object":"Glm 52 Fast Available On Baseten","text":"Baseten published Glm 52 Fast Available On Baseten."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"is classified as","object":"writing signal","text":"Glm 52 Fast Available On Baseten is classified as writing signal."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"belongs to","object":"talking desk","text":"Glm 52 Fast Available On Baseten belongs to talking desk."},{"subject":"Glm 52 Fast Available On Baseten","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Glm 52 Fast Available On Baseten has evidence coverage 1 captured evidence page."}]},"signal":{"id":"45fb4517-c6cb-4bab-9b99-a7189c15de4a","url":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a","json_url":"https://onlylabs.fyi/signals/45fb4517-c6cb-4bab-9b99-a7189c15de4a/signal.json","source_url":"https://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","title":"Glm 52 Fast Available On Baseten","summary":"Baseten 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":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-23T19:42:33+00:00","first_seen_at":"2026-07-23T20:00:52.856312+00:00","date_source":"sitemap.lastmod","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://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/"]},"facets":{},"traction":{"github_stars":null,"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://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","final_url":"https://www.baseten.co/resources/changelog/glm-52-fast-available-on-baseten/","title":"Glm 52 Fast Available On Baseten","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-07-23T20:02:03.376715+00:00","bytes":207683,"raw_path":"bb0b0403a48d2ae7425cb3a0cc47c1867bcd3bd90bd5db929e0a8b2c6391d217.html","content_hash":"f693452b5c1543e6e2d25284f87775840f95c90661bd5fc8ca247c899503ec04","excerpt_chars":1200,"truncated":true,"excerpt":"GLM 5.2 Fast available on Baseten Announcing our Series F . Learn more changelog / post GLM 5.2 Fast available on Baseten Jul 23, 2026 Go back GLM 5.2 Fast is the first model in our new Fast tier on Model APIs: the same GLM 5.2 model weights served on dedicated capacity engineered for higher sustained per-user throughput, built for agentic coding and real-time conversational applications. It ships as its own model slug with its own pricing and rate limits, behind the same OpenAI-compatible API, so switching is a one-line change. If Fast capacity is temporarily saturated, requests keep serving on standard GLM 5.2 capacity: slower, not failed. curl https://inference.baseten.co/v1/chat/completions \\ -H \"Authorization: Bearer $BASETEN_API_KEY \" \\ -H \"Content-Type: application/json\" \\ -d '{ \"model\": \"zai-org/GLM-5.2-Fast\", \"messages\": [{\"role\": \"user\", \"content\": \"What makes an inference stack fast?\"}] }' For more information, see our docs . Explore Baseten today Start deploying Talk to an engineer Popular models GLM-5.2 Fast Inkling GLM-5.2 Kimi K2.7 Code Whisper Large V3 NVIDIA Nemotron 3 Ultra Explore all Popular models GLM-5.2 Fast Inkling GLM-5.2 Kimi K2.7 Code Whisper..."},"evidence_pages":[],"related_signals":[{"id":"eeba17cb-81d1-4b1d-8947-d1ea51e8ecd3","url":"https://onlylabs.fyi/signals/eeba17cb-81d1-4b1d-8947-d1ea51e8ecd3","source_url":"https://www.baseten.co/blog/how-we-built-the-new-fastest-api-for-glm-52/","title":"How We Built The New Fastest Api For Glm 52","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-26T02:47:03+00:00","first_seen_at":"2026-07-26T04:00:50.760097+00:00","date_source":"sitemap.lastmod"},{"id":"1761f1d3-f0a1-4265-9b92-b80878abe063","url":"https://onlylabs.fyi/signals/1761f1d3-f0a1-4265-9b92-b80878abe063","source_url":"https://www.baseten.co/resources/changelog/health-check-metrics/","title":"Health Check Metrics","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-24T05:01:54+00:00","first_seen_at":"2026-07-24T08:00:52.178883+00:00","date_source":"sitemap.lastmod"},{"id":"a7cdba8a-28c3-42b4-a7a3-ace8f5110d5c","url":"https://onlylabs.fyi/signals/a7cdba8a-28c3-42b4-a7a3-ace8f5110d5c","source_url":"https://www.baseten.co/resources/changelog/api-key-management-keys/","title":"Api Key Management Keys","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-23T19:23:54+00:00","first_seen_at":"2026-07-23T20:00:52.856312+00:00","date_source":"sitemap.lastmod"},{"id":"23397e10-1b50-4b6e-aa57-3b9e09ae2c70","url":"https://onlylabs.fyi/signals/23397e10-1b50-4b6e-aa57-3b9e09ae2c70","source_url":"https://www.baseten.co/blog/introducing-glm-52-fast/","title":"Introducing Glm 52 Fast","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-23T18:10:12+00:00","first_seen_at":"2026-07-23T20:00:52.856312+00:00","date_source":"sitemap.lastmod"},{"id":"cd7aae33-2de5-421d-afaa-5a6de1ff3e51","url":"https://onlylabs.fyi/signals/cd7aae33-2de5-421d-afaa-5a6de1ff3e51","source_url":"https://www.baseten.co/blog/how-to-choose-a-model-lessons-from-notion-and-gamma/","title":"How To Choose A Model Lessons From Notion And Gamma","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-23T00:28:23+00:00","first_seen_at":"2026-07-23T04:01:45.827635+00:00","date_source":"sitemap.lastmod"},{"id":"97d0b547-3c07-4677-b917-79eb6486033d","url":"https://onlylabs.fyi/signals/97d0b547-3c07-4677-b917-79eb6486033d","source_url":"https://www.baseten.co/blog/how-to-optimize-llm-inference-speed-and-reduce-costs-in-production/","title":"How To Optimize Llm Inference Speed And Reduce Costs In Production","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-23T00:05:36+00:00","first_seen_at":"2026-07-23T04:01:45.827635+00:00","date_source":"sitemap.lastmod"}]}