{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Repo: MoonshotAI/Kimi-K3","description":"Moonshot AI (Kimi) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b113d7a6-9cf3-4a4f-9d7b-01737b17402d","json_url":"https://onlylabs.fyi/signals/b113d7a6-9cf3-4a4f-9d7b-01737b17402d/signal.json","generated_at":"2026-07-28T17:52:51.866Z","evidence_latest_fetched_at":"2026-07-28T07:01:58.792283+00:00","signal_first_seen_at":"2026-07-28T07:00:38.301447+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b113d7a6-9cf3-4a4f-9d7b-01737b17402d","signal_json":"https://onlylabs.fyi/signals/b113d7a6-9cf3-4a4f-9d7b-01737b17402d/signal.json","source":"https://github.com/MoonshotAI/Kimi-K3","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Moonshot AI (Kimi) published MoonshotAI/Kimi-K3. 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Model Introduction Kimi K3 is an open-weight, native multimodal agentic model and our most capable model to date. It is a 2.8T-parameter model built on Kimi Delta Attention (KDA) and Attention Residuals (AttnRes), with native vision capabilities and a 1-million-token context window. It is the world's first open 3T-class model, designed for frontier intelligence across long-horizon coding, knowledge work, and reasoning. Key Features - **New Architecture**: Kimi K3 is built on Kimi Delta Attention (KDA) and Attention Residuals (AttnRes), and scales up MoE sparsity with a Stable LatentMoE framework that activates 16 out of 896 experts — yielding an approximate 2.5× improvement in overall scaling efficiency over Kimi K2. - **Long-Horizon Coding**: Operating with minimal human oversight, Kimi K3 sustains long engineering sessions, navigates massive repositories, and orchestrates terminal tools — from GPU kernel optimization and..."},"evidence_pages":[],"related_signals":[{"id":"c5ccf75e-5619-4fa7-997a-c856e9d087d0","url":"https://onlylabs.fyi/signals/c5ccf75e-5619-4fa7-997a-c856e9d087d0","source_url":"https://github.com/MoonshotAI/MoonEP","title":"MoonshotAI/MoonEP","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-07-24T09:07:21+00:00","first_seen_at":"2026-07-28T07:00:38.301447+00:00","date_source":"source"},{"id":"eb56f490-4a65-4da0-accb-f06c109427c6","url":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6","source_url":"https://github.com/MoonshotAI/minitriton","title":"MoonshotAI/minitriton","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-07-23T07:39:34+00:00","first_seen_at":"2026-07-28T07:00:38.301447+00:00","date_source":"source"},{"id":"a8f04f49-b789-4931-967a-b4f6f6e1398f","url":"https://onlylabs.fyi/signals/a8f04f49-b789-4931-967a-b4f6f6e1398f","source_url":"https://github.com/MoonshotAI/nano-kpu","title":"MoonshotAI/nano-kpu","context":"Verilog","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-07-23T07:39:09+00:00","first_seen_at":"2026-07-24T07:00:38.579526+00:00","date_source":"source"},{"id":"fa9a7dce-5ee6-440d-92fd-2687351e5d60","url":"https://onlylabs.fyi/signals/fa9a7dce-5ee6-440d-92fd-2687351e5d60","source_url":"https://github.com/MoonshotAI/PerceptionBench","title":"MoonshotAI/PerceptionBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-07-23T07:36:15+00:00","first_seen_at":"2026-07-28T07:00:38.301447+00:00","date_source":"source"},{"id":"79251662-bd6e-416b-a102-fa2c0094a732","url":"https://onlylabs.fyi/signals/79251662-bd6e-416b-a102-fa2c0094a732","source_url":"https://github.com/MoonshotAI/kimi-code","title":"MoonshotAI/kimi-code","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-05-22T08:02:03+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","source_url":"https://github.com/MoonshotAI/FlashKDA","title":"MoonshotAI/FlashKDA","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-04-20T12:59:46+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"}]}