{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Writing: Train Past The Frontier Training Api Now Generally Available","description":"Fireworks AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5d395091-4c4d-4bd8-8232-1006bc447544","json_url":"https://onlylabs.fyi/signals/5d395091-4c4d-4bd8-8232-1006bc447544/signal.json","generated_at":"2026-09-09T21:08:19.718Z","evidence_latest_fetched_at":"2026-08-31T16:02:56.642419+00:00","signal_first_seen_at":"2026-08-31T16:01:46.73436+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5d395091-4c4d-4bd8-8232-1006bc447544","signal_json":"https://onlylabs.fyi/signals/5d395091-4c4d-4bd8-8232-1006bc447544/signal.json","source":"https://fireworks.ai/blog/train-past-the-frontier-training-api-now-generally-available","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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":"Fireworks AI published Train Past The Frontier Training Api Now Generally Available. 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The most ambitious companies are training models with the capabilities that underpin differentiated products and operations, across coding, chip design, cybersecurity, and beyond: • Harvey post-trained Kimi K3 for long-horizon legal work using asynchronous RL. Harvey Tenet scored 19.7% all-pass on LAB against 11.5% for Claude Fable 5, while running at roughly a third of the cost per task. • Vercel used RFT and speculative decoding to fine-tune an open model for v0's auto-fixer, reaching a 93%..."},"evidence_pages":[],"related_signals":[{"id":"dce3a886-d57a-4160-b1fc-9a408f10b1bd","url":"https://onlylabs.fyi/signals/dce3a886-d57a-4160-b1fc-9a408f10b1bd","source_url":"https://fireworks.ai/blog/making-the-leap-to-specialized-intelligence","title":"Making The Leap To Specialized Intelligence","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-09T19:49:25+00:00","first_seen_at":"2026-09-09T20:00:52.047962+00:00","date_source":"sitemap.lastmod"},{"id":"4e5c9e3b-cf4f-4747-9472-5a94e641af38","url":"https://onlylabs.fyi/signals/4e5c9e3b-cf4f-4747-9472-5a94e641af38","source_url":"https://fireworks.ai/blog/nvidia-nemotron-nano2vl","title":"Nvidia Nemotron Nano2vl","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-04T04:52:49+00:00","first_seen_at":"2026-08-12T00:01:46.637763+00:00","date_source":"sitemap.lastmod"},{"id":"3efbb58d-46e4-460a-850b-b0da44522929","url":"https://onlylabs.fyi/signals/3efbb58d-46e4-460a-850b-b0da44522929","source_url":"https://fireworks.ai/blog/post-training-kimi-k3-with-harvey-for-long-horizon-legal-work","title":"Post Training Kimi K3 With Harvey For Long Horizon Legal Work","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-08-26T17:27:11+00:00","first_seen_at":"2026-08-26T20:00:52.203847+00:00","date_source":"sitemap.lastmod"},{"id":"527ae75f-a577-4874-be52-89ed21ed840f","url":"https://onlylabs.fyi/signals/527ae75f-a577-4874-be52-89ed21ed840f","source_url":"https://fireworks.ai/blog/DeepSeek-V4-Pro-Security","title":"DeepSeek V4 Pro Security","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-08-26T01:34:28+00:00","first_seen_at":"2026-08-26T04:00:50.525635+00:00","date_source":"sitemap.lastmod"},{"id":"e09a5e61-cce6-4d6b-a81c-1abe3872ff7a","url":"https://onlylabs.fyi/signals/e09a5e61-cce6-4d6b-a81c-1abe3872ff7a","source_url":"https://fireworks.ai/blog/DeepSeekV4Pro-Fable5","title":"DeepSeekV4Pro Fable5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-08-26T01:33:11+00:00","first_seen_at":"2026-08-26T04:00:50.525635+00:00","date_source":"sitemap.lastmod"},{"id":"5d37a318-dc2b-48ec-b954-c40c55a8efa9","url":"https://onlylabs.fyi/signals/5d37a318-dc2b-48ec-b954-c40c55a8efa9","source_url":"https://fireworks.ai/blog/best-open-source-llms","title":"Best Open Source Llms","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-02-12T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:30.663004+00:00","date_source":"page.visible_date"}]}