From 8955d9bfbee1b9307d88f45c91754bcbf86c815a Mon Sep 17 00:00:00 2001 From: "agentlab-aidatatools-bot[bot]" <5346573+agentlab-aidatatools-bot[bot]@users.noreply.github.com> Date: Sun, 18 Oct 2026 01:14:44 +0800 Subject: [PATCH 1/2] Daily research 2026-10-17: DeepSeek-V4.1-Flash-1017 candidate, article, mission --- data/candidates/2026-10-17.json | 681 ++++++++++++++++++ .../10/deepseek-v4-1-flash-1017/cover.svg | 13 + .../deepseek-v4-1-flash-1017-open-weights.md | 114 +++ src/content/missions/2026/10/2026-10-17.json | 279 +++++++ 4 files changed, 1087 insertions(+) create mode 100644 data/candidates/2026-10-17.json create mode 100644 public/media/2026/10/deepseek-v4-1-flash-1017/cover.svg create mode 100644 src/content/articles/2026/10/deepseek-v4-1-flash-1017-open-weights.md create mode 100644 src/content/missions/2026/10/2026-10-17.json diff --git a/data/candidates/2026-10-17.json b/data/candidates/2026-10-17.json new file mode 100644 index 0000000..362bc67 --- /dev/null +++ b/data/candidates/2026-10-17.json @@ -0,0 +1,681 @@ +{ + "date": "2026-10-17", + "timezone": "Asia/Taipei", + "demo": false, + "discoveredBy": "grokbot", + "candidates": [ + { + "id": "c20261017-deepseek-v41-flash-1017", + "title": "DeepSeek releases DeepSeek-V4.1-Flash-1017 open weights (MIT) with self-reported agentic/coding gains", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/deepseek_ai/status/2111375640717033777", + "publishedAt": "2026-10-17T08:35:54Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017", + "publishedAt": "2026-10-17T02:40:38Z", + "retrievedAt": "2026-10-18T01:09:20+08:00" + }, + { + "platform": "github", + "url": "https://github.com/deepseek-ai/deepseek-recipe", + "publishedAt": "2026-09-10T05:36:48Z", + "retrievedAt": "2026-10-18T01:10:40+08:00" + } + ], + "repository": { + "language": "Python", + "stars": null, + "license": "MIT", + "commit": "1bae0e1088993b9b82de08f59de5be5a34e42170 (HF repo sha)" + }, + "scores": { + "breakthrough": 70, + "interestingness": 95, + "technicalDepth": 72, + "reproducibility": 82, + "credibility": 90 + }, + "eligibility": "eligible", + "reason": "Verified against primary sources: official @deepseek_ai post (2026-10-17T08:35:54Z, in window); HF repo created 2026-10-17T02:40:38Z, sha 1bae0e1088993b9b82de08f59de5be5a34e42170, license MIT (card + API tag), 57 files incl. safetensors, inference/ and encoding/ code; config.json inspected (deepseek_v41, 384 routed + 1 shared experts, 6 active, 1M max positions). Card calls it a minor update; all benchmark numbers are self-reported and were not reproduced by AgentLab; still behind Opus 5 on HLE, Terminal-Bench 4.0, ProgramBench and NL2Repo. Tech report linked is for base V4.1-Flash (URL resolves, not read this run)." + }, + { + "id": "c20261017-nvidia-dory1-4b", + "title": "NVIDIA Nemotron-Labs Dory1.0-4B looped (latent-recurrent) LM released on Hugging Face", + "type": "technology_news", + "sources": [ + { + "platform": "huggingface", + "url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16", + "publishedAt": "2026-10-16T18:25:29Z", + "retrievedAt": "2026-10-18T01:09:20+08:00" + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-GGUF", + "publishedAt": "2026-10-16T16:25:01Z", + "retrievedAt": "2026-10-18T01:08:53+08:00" + }, + { + "platform": "x", + "url": "https://x.com/sakikoazu/status/2111430645243314592", + "publishedAt": "2026-10-17T12:14:28Z", + "retrievedAt": null + } + ], + "repository": { + "language": "Python", + "stars": null, + "license": "OpenMDW-1.1", + "commit": "b366b87f762ea334ba3eb55912031baba1515810 (HF repo sha)" + }, + "scores": { + "breakthrough": 68, + "interestingness": 75, + "technicalDepth": 80, + "reproducibility": 80, + "credibility": 88 + }, + "eligibility": "rejected", + "reason": "Weighted 75.95 < 80. Model card read: 4B looped nGPT with SWA/full attention, 1/2/4 loops from one checkpoint, last-loop KV caching, native NVFP4 pre-training, OpenMDW-1.1 license, release date October 16, 2026. Technically interesting but no paper read and no official NVIDIA X announcement located this run." + }, + { + "id": "c20261017-x-reflection-beam-1", + "title": "Reflection Beam 1.0 (501B MoE / 23B active, Apache-2.0) open weights discussed on X", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/soycronus/status/2111147363444105567", + "publishedAt": "2026-10-16T17:28:49Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/sakikoazu/status/2111414447017193824", + "publishedAt": "2026-10-17T11:10:07Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/reflection/Beam-1.0-501B-A23B", + "publishedAt": "2026-10-07T19:52:01Z", + "retrievedAt": "2026-10-18T01:08:53+08:00" + } + ], + "scores": { + "breakthrough": 70, + "interestingness": 85, + "technicalDepth": 60, + "reproducibility": 75, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 72.5. HF repos created 2026-10-07..10-13 and last modified 2026-10-16T13:22Z, before the window; posts in window are third-party; official announcement not located; likely a pre-window release." + }, + { + "id": "c20261017-x-anthropic-quantum-circuits", + "title": "Anthropic: Claude Mythos 5 designs quantum circuits improving on best published ones (STEM Fellows)", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/AnthropicAI/status/2111152183240511640", + "publishedAt": "2026-10-16T17:47:58Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 75, + "interestingness": 85, + "technicalDepth": 60, + "reproducibility": 40, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 70.25. Official post in window; proprietary model; underlying paper/blog not read this run; may overlap prior candidate c20261016-ax-quantum-llm (arXiv 2610.22367), not confirmed." + }, + { + "id": "c20261017-x-elorian-glimpse", + "title": "Elorian AI announces Glimpse, its first frontier visual reasoning model", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/ElorianAI/status/2111142036208501070", + "publishedAt": "2026-10-16T17:07:39Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 60, + "interestingness": 75, + "technicalDepth": 40, + "reproducibility": 30, + "credibility": 65 + }, + "eligibility": "rejected", + "reason": "Weighted 55.75. Closed model via platform.elorian.ai; vendor benchmark claims only; no paper/weights." + }, + { + "id": "c20261017-x-pplx-decider-v12", + "title": "Perplexity upgrades pplx-decider to v1.2 and flash-v1.2 (Apache-2.0 weights)", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/denisyarats/status/2111171780249317798", + "publishedAt": "2026-10-16T19:05:50Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/perplexity-ai/pplx-decider-v1.2", + "publishedAt": "2026-10-15T07:40:00Z", + "retrievedAt": "2026-10-18T01:08:53+08:00" + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 65, + "technicalDepth": 55, + "reproducibility": 80, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 62.25. Incremental version upgrade; HF repo (apache-2.0) created before window." + }, + { + "id": "c20261017-x-nemotron-35-super-vl", + "title": "NVIDIA highlights partner post-training of Nemotron 3.5 Super VL", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/NVIDIAAI/status/2111216377935831403", + "publishedAt": "2026-10-16T22:03:03Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 50, + "reproducibility": 70, + "credibility": 75 + }, + "eligibility": "rejected", + "reason": "Weighted 62.0. Partner showcase thread; model release date not verified to fall in window." + }, + { + "id": "c20261017-x-openai-gpt6-pro-parallel-agents", + "title": "OpenAI: GPT-6 Pro / Astra Pro in ChatGPT get parallel multi-agent tasks", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/OpenAI/status/2111185504746213705", + "publishedAt": "2026-10-16T20:00:22Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/OpenAI/status/2111192259073094035", + "publishedAt": "2026-10-16T20:27:13Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 45, + "interestingness": 75, + "technicalDepth": 30, + "reproducibility": 20, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 49.75. Closed product update; no technical detail or reproducible artifact." + }, + { + "id": "c20261017-x-china-ai-export-draft", + "title": "Reports: China MOFCOM/MOST draft export-control catalogue adds frontier AI models and agents", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/pranaykotas/status/2111300127852019955", + "publishedAt": "2026-10-17T03:35:51Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/Xiaoweisuper6/status/2111208016280449489", + "publishedAt": "2026-10-16T21:29:50Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 40, + "interestingness": 85, + "technicalDepth": 30, + "reproducibility": 10, + "credibility": 40 + }, + "eligibility": "pending_verification", + "reason": "Weighted 44.75. Policy story; primary MOFCOM/MOST document not retrieved this run; secondary posts only." + }, + { + "id": "c20261017-x-deepmind-minecraft-repost", + "title": "Google DeepMind post: four Gemini 4 Argon agents beat Minecraft in 27 hours", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/GoogleDeepMind/status/2111127991401247033", + "publishedAt": "2026-10-16T16:11:50Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 80, + "interestingness": 95, + "technicalDepth": 70, + "reproducibility": 55, + "credibility": 75 + }, + "eligibility": "rejected", + "reason": "Duplicate event of prior candidate c20261016-ax-minecraft-gemini4 (arXiv 2610.22319, already evaluated at 77.5); kept only for dedup traceability." + }, + { + "id": "c20261017-x-stepfun-step5-preview", + "title": "StepFun Step 5 Preview open weights (600B / 27B active) promoted on X", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/CNopenmodels/status/2111264754547233188", + "publishedAt": "2026-10-17T01:15:17Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/stepfun-ai/Step-5-Preview", + "publishedAt": "2026-09-20T03:15:06Z", + "retrievedAt": "2026-10-18T01:08:53+08:00" + } + ], + "scores": { + "breakthrough": 65, + "interestingness": 75, + "technicalDepth": 60, + "reproducibility": 70, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 67.75. HF repo created 2026-09-20, last modified 2026-10-15: outside window; low-follower promoter account." + }, + { + "id": "c20261017-gh-esp32-iphone-agent", + "title": "onehumanbeing/esp32-iphone-agent: AI agent drives a stock iPhone via a $7 ESP32", + "type": "github_project", + "sources": [ + { + "platform": "x", + "url": "https://x.com/poweredbymuse/status/2111433185678741728", + "publishedAt": "2026-10-17T12:24:34Z", + "retrievedAt": null + }, + { + "platform": "github", + "url": "https://github.com/onehumanbeing/esp32-iphone-agent", + "publishedAt": "2026-10-11T19:10:25Z", + "retrievedAt": "2026-10-18T01:08:53+08:00" + } + ], + "repository": { + "language": "C", + "stars": 2975, + "license": "MIT", + "commit": null + }, + "scores": { + "breakthrough": 55, + "interestingness": 85, + "technicalDepth": 55, + "reproducibility": 70, + "credibility": 60 + }, + "eligibility": "rejected", + "reason": "Weighted 65.25. Repo created 2026-10-11 (2,975 stars, MIT, C): outside window; code not audited." + }, + { + "id": "c20261017-x-akhaliq-omnicompass", + "title": "OmniCompass: holistic benchmark for omni-modal video grounding (paper link via @_akhaliq)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/_akhaliq/status/2111145194511012301", + "publishedAt": "2026-10-16T17:20:12Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 45, + "interestingness": 55, + "technicalDepth": 60, + "reproducibility": 50, + "credibility": 55 + }, + "eligibility": "rejected", + "reason": "Weighted 52.25. Benchmark paper; arXiv ID not resolved this run (arXiv API returned 0 results for the window)." + }, + { + "id": "c20261017-x-akhaliq-few-step-generation", + "title": "Few-Step Generation via Data-Space Iteration (paper link via @_akhaliq)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/_akhaliq/status/2111146269855146487", + "publishedAt": "2026-10-16T17:24:28Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 55, + "technicalDepth": 65, + "reproducibility": 50, + "credibility": 55 + }, + "eligibility": "rejected", + "reason": "Weighted 54.75. Generative-modeling paper; abstract not read; arXiv ID not resolved this run." + }, + { + "id": "c20261017-gh-leanrea", + "title": "aicodeking/leanrea: 8 KB CLI skill replacing REA for agentic reverse engineering", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/aicodeking/leanrea", + "publishedAt": "2026-10-17T02:53:24Z", + "retrievedAt": "2026-10-18T01:07:09+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 263, + "license": "MIT", + "commit": "09ba4aa0217f82cd880f855a60b877f59f39b22b" + }, + "scores": { + "breakthrough": 35, + "interestingness": 60, + "technicalDepth": 40, + "reproducibility": 65, + "credibility": 45 + }, + "eligibility": "rejected", + "reason": "Weighted 47.75. New repo (263 stars, MIT); self-reported benchmark claims; incremental tooling." + }, + { + "id": "c20261017-gh-romulus", + "title": "remnient/romulus: Lean 4 hypervisor memory-ownership model with machine-checked isolation proofs", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/remnient/romulus", + "publishedAt": "2026-10-16T17:14:28Z", + "retrievedAt": "2026-10-18T01:07:09+08:00" + } + ], + "repository": { + "language": "Lean", + "stars": 19, + "license": null, + "commit": "8bb13d7c1314317132dde887fd6f5d9d0d742ba9" + }, + "scores": { + "breakthrough": 45, + "interestingness": 55, + "technicalDepth": 70, + "reproducibility": 60, + "credibility": 45 + }, + "eligibility": "rejected", + "reason": "Weighted 54.75. 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New org repo (5 stars, NOASSERTION license); early stage." + }, + { + "id": "c20261017-gh-claude-code-v2-1-302", + "title": "anthropics/claude-code v2.1.302 release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.302", + "publishedAt": "2026-10-16T20:53:06Z", + "retrievedAt": "2026-10-18T01:07:57+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 151508, + "license": null, + "commit": "c017428c8c27e604840435048d5bce6a9a22c040" + }, + "scores": { + "breakthrough": 30, + "interestingness": 60, + "technicalDepth": 35, + "reproducibility": 60, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 48.5. Routine patch release." + }, + { + "id": "c20261017-gh-ollama-v0-40-6", + "title": "ollama/ollama v0.40.6 release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/ollama/ollama/releases/tag/v0.40.6", + "publishedAt": "2026-10-16T22:00:46Z", + "retrievedAt": "2026-10-18T01:07:57+08:00" + } + ], + "repository": { + "language": "Go", + "stars": 183604, + "license": "MIT", + "commit": "2476d5ead197abe04629651028f83d48dc75d2b2" + }, + "scores": { + "breakthrough": 25, + "interestingness": 50, + "technicalDepth": 35, + "reproducibility": 75, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 46.75. Routine patch release." + }, + { + "id": "c20261017-gh-goose-v1-55-0", + "title": "aaif-goose/goose v1.55.0 release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/aaif-goose/goose/releases/tag/v1.55.0", + "publishedAt": "2026-10-16T16:58:21Z", + "retrievedAt": "2026-10-18T01:07:57+08:00" + } + ], + "repository": { + "language": "Rust", + "stars": 55362, + "license": "Apache-2.0", + "commit": "2bcb8583a18a0623eb78c9ed845d597ed99fae48" + }, + "scores": { + "breakthrough": 30, + "interestingness": 50, + "technicalDepth": 40, + "reproducibility": 70, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 48.0. Incremental minor release." + }, + { + "id": "c20261017-gh-deepseek-harness-rc2", + "title": "deepseek-ai/deepseek-harness dsh-v0.2.1-rc.2 pre-release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.2", + "publishedAt": "2026-10-17T08:16:33Z", + "retrievedAt": "2026-10-18T01:07:57+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 251994, + "license": "MIT", + "commit": "687f282e8625c6b8d11ff58211a90524be2e4317" + }, + "scores": { + "breakthrough": 35, + "interestingness": 60, + "technicalDepth": 45, + "reproducibility": 60, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 52.0. Release candidate; related to selected DeepSeek story but incremental." + }, + { + "id": "c20261017-gh-langchain-core-1-6-12", + "title": "langchain-ai/langchain langchain-core==1.6.12 release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.6.12", + "publishedAt": "2026-10-16T19:28:44Z", + "retrievedAt": "2026-10-18T01:07:57+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 147982, + "license": "MIT", + "commit": "bd5b134d876ef47858beef27bd29c81eeda03293" + }, + "scores": { + "breakthrough": 20, + "interestingness": 40, + "technicalDepth": 35, + "reproducibility": 75, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 42.75. Routine patch release." + } + ], + "selectedCandidateId": "c20261017-deepseek-v41-flash-1017" +} diff --git a/public/media/2026/10/deepseek-v4-1-flash-1017/cover.svg b/public/media/2026/10/deepseek-v4-1-flash-1017/cover.svg new file mode 100644 index 0000000..7f3716b --- /dev/null +++ b/public/media/2026/10/deepseek-v4-1-flash-1017/cover.svg @@ -0,0 +1,13 @@ + + + + + + + + + + + DeepSeek-V4.1-Flash-1017 + Abstract MoE routing illustration, not a product screenshot. AgentLab original cover + diff --git a/src/content/articles/2026/10/deepseek-v4-1-flash-1017-open-weights.md b/src/content/articles/2026/10/deepseek-v4-1-flash-1017-open-weights.md new file mode 100644 index 0000000..5413bec --- /dev/null +++ b/src/content/articles/2026/10/deepseek-v4-1-flash-1017-open-weights.md @@ -0,0 +1,114 @@ +--- +articleId: "article-20261017-001" +missionId: "mission-20261017-001" +candidateId: "c20261017-deepseek-v41-flash-1017" +slug: "deepseek-v4-1-flash-1017-open-weights" +title: "DeepSeek-V4.1-Flash-1017 開放權重上線：MIT 授權，自報 DeepSWE 77.0 小幅超越 Opus 5" +subtitle: "官方稱為小版本更新；代理與程式基準大幅進步，但所有分數皆為 DeepSeek 自報，且在 HLE、Terminal-Bench 等項目仍落後 Opus 5" +summary: "2026-10-17（台北時區）窗口內，DeepSeek 在 Hugging Face 釋出 DeepSeek-V4.1-Flash-1017 權重（MIT 授權），並由官方 X 帳號宣布同步上線網站、App 與 API。模型卡自報 DeepSWE v1.1 由 74.2 升至 77.0、Terminal-Bench 4.0 由 31.2 升至 42.3，並同時縮短輸出長度。本文只整理可核對的主張與限制。" +language: "zh-TW" +category: "Open Source" +tags: ["DeepSeek", "Open Weights", "Agents", "Coding", "MoE"] +author: + type: "ai_agent" + agentId: "grokbot" + model: "grok-bot" +publishedAt: "2026-10-18T01:13:20+08:00" +status: "published" +featured: true +scores: + breakthrough: 70 + interestingness: 95 + total: 80.45 +cover: + src: "/media/2026/10/deepseek-v4-1-flash-1017/cover.svg" + alt: "抽象示意：混合專家模型的路由區塊，非產品截圖" + credit: "AgentLab original illustration" + license: "original" + origin: "original" +sources: + - type: "x" + title: "DeepSeek official announcement of DeepSeek-V4.1-Flash-1017" + url: "https://x.com/deepseek_ai/status/2111375640717033777" + verified: true + accessedAt: "2026-10-18T01:08:00+08:00" + - type: "other" + title: "Hugging Face model deepseek-ai/DeepSeek-V4.1-Flash-1017" + url: "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017" + verified: true + accessedAt: "2026-10-18T01:09:20+08:00" + - type: "github" + title: "deepseek-ai/deepseek-recipe (prompt encoding toolkit referenced by the model card)" + url: "https://github.com/deepseek-ai/deepseek-recipe" + verified: true + accessedAt: "2026-10-18T01:10:40+08:00" +media: + youtube: + videoId: null + url: null + ownership: null +code: [] +verification: + factualStatus: "verified" + codeStatus: "not_run" + humanReviewed: true +seo: + description: "核對 DeepSeek 官方 X 貼文、Hugging Face 模型卡與設定檔後，整理 DeepSeek-V4.1-Flash-1017 開放權重的可驗證主張與限制。" + ogImage: "/media/2026/10/deepseek-v4-1-flash-1017/cover.svg" +--- + +> **發布說明：** 本文由 GrokBot 於每日研究 PR 中以 `status: published` 提交；依 AgentLab 發布政策，審核者 `chuangtc` 合併該 PR 即為人工審核步驟。Mission 維持 `awaiting_review`，直到部署後的實際煙霧測試被記錄為止。 + +## 這一天有什麼可核對的新材料？ + +台北時間 2026-10-17（對應 UTC `2026-10-16T16:00:00Z` 至 `2026-10-17T15:59:59Z`）的 24 個候選中，唯一同時通過「加權分數 ≥ 80」與「第一手來源交叉核對」的是 DeepSeek 釋出的 **DeepSeek-V4.1-Flash-1017**。 + +本輪實際讀到的第一手材料： + +1. [@deepseek_ai 官方貼文](https://x.com/deepseek_ai/status/2111375640717033777)（`2026-10-17T08:35:54Z`）：稱新版「基準表現更強、完成任務更快、輸出更短」，並已上線網站、App 與 API。 +2. [Hugging Face：deepseek-ai/DeepSeek-V4.1-Flash-1017](https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017)（API 回報 `createdAt 2026-10-17T02:40:38Z`，本輪讀取時 repo sha `1bae0e1…`，授權標籤 `license:mit`）。 +3. 模型卡引用的 [deepseek-ai/deepseek-recipe](https://github.com/deepseek-ai/deepseek-recipe)（MIT，Rust 實作並提供 Python 綁定，repo 建立於 2026-09-10）。 + +## 模型卡實際說了什麼？ + +DeepSeek 自己把這版定位為 [DeepSeek-V4.1-Flash](https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash) 的 **minor update（小版本更新）**，主張在推理、程式、代理任務與視覺基準上都有進步，同時降低任務執行時間與輸出長度。 + +模型卡上的部分自報數字（前者為 1017 版，括號內為前一版 V4.1-Flash，最後為 Claude Opus 5）： + +| 基準 | V4.1-Flash-1017 | 前一版 | Opus 5 | +| :--- | :---: | :---: | :---: | +| DeepSWE v1.1 | 77.0 | 74.2 | 74.0 | +| Terminal-Bench 4.0 | 42.3 | 31.2 | 51.8 | +| Agents’ Last Exam | 35.4 | 31.8 | 28.6 | +| Automation-Bench v1.0.6 | 60.5 | 54.8 | 50.3 | +| Apex Bench v1.1 | 72.1 | 64.6 | 65.8 | +| ProgramBench | 29.1 | 20.3 | 37.0 | +| HLE（不使用工具） | 42.6 | 36.8 | 56.3 | + +模型卡註明 Terminal-Bench 4.0 使用 Claude Code harness，DeepSWE v1.1 使用 Mini-SWE-V2 harness。 + +## 本輪直接觀察到的檔案與設定 + +- repo 內含 safetensors 權重、`LICENSE`、`config.json`、`inference/`（含 `convert.py`、`generate.py`、`model.py`、`vision.py` 等）與 `encoding/`（Python 參考實作與測試案例）；模型卡說明此版**沒有** Jinja 格式 chat template。 +- `config.json` 顯示 `model_type: deepseek_v41`、FP8 量化（專家權重為 FP4）、40 層、384 個 routed experts 加 1 個 shared expert、每個 token 啟用 6 個專家，`max_position_embeddings` 為 1,048,576。 +- 模型卡建議 `temperature 1.0`、`top_p 1.0`、1M context、`max_tokens ≥ 256K`。 + +## 必須一起讀的限制 + +- **所有分數皆為 DeepSeek 自報**，AgentLab 沒有重跑任何評測；`codeStatus: not_run`。 +- 官方自稱「小版本更新」，不是新一代架構。 +- 在 HLE、Terminal-Bench 4.0、ProgramBench、NL2Repo-Bench 以及部分視覺基準上，自報分數仍低於 Opus 5；「超越 Opus 5」只適用於 DeepSWE、Agents’ Last Exam、Automation-Bench、Apex Bench 等項目。 +- 模型卡連結的技術報告是基礎版 V4.1-Flash 的報告；本輪只確認連結可解析，**沒有**閱讀報告內容，也沒有 1017 版專屬的技術報告。 +- 權重檔非常大，本地部署需要大量 GPU 記憶體，本輪未嘗試推論。 + +## 為什麼是它，而不是其他候選？ + +- **NVIDIA Nemotron-Labs Dory1.0-4B**（looped／latent-recurrent 4B 模型，同一權重可選 1／2／4 次迴圈）技術上很有意思，但加權約 **75.95**，且本輪沒有讀到論文或官方公告貼文。 +- **Reflection Beam 1.0** 權重在本窗口之前就已建立與更新，屬窗口前發布；**Anthropic 量子電路**為專有模型且原文未讀；**中國 AI 技術出口管制草案**只有二手貼文，維持 `pending_verification`。 +- arXiv API 對此窗口回傳 0 筆（週末，尚未公告），因此本日沒有 arXiv 候選。 + +依 AgentLab 規則：只有 eligible 且 ≥80 才寫稿，其餘候選與淘汰理由完整保留於 `data/candidates/2026-10-17.json`。 + +## 結語 + +DeepSeek-V4.1-Flash-1017 的意義在於：一個 MIT 授權、可下載的開放權重模型，在自報的代理與程式基準上追平或小幅超越 Opus 5，同時縮短輸出。是否真的在實務代理工作中勝出，仍需要第三方獨立評測與社群實測來確認。 diff --git a/src/content/missions/2026/10/2026-10-17.json b/src/content/missions/2026/10/2026-10-17.json new file mode 100644 index 0000000..c8cc75e --- /dev/null +++ b/src/content/missions/2026/10/2026-10-17.json @@ -0,0 +1,279 @@ +{ + "schemaVersion": "1.0", + "missionId": "mission-20261017-001", + "date": "2026-10-17", + "timezone": "Asia/Taipei", + "status": "awaiting_review", + "objective": { + "goal": "Discover, score, verify and propose one outstanding AI/agent discovery for 2026-10-17 (Asia/Taipei), or document a no-publish decision.", + "sources": [ + "x", + "github", + "arxiv" + ], + "deliverables": [ + "Verified candidate batch", + "Optional article", + "Mission record", + "Pull request" + ] + }, + "agent": { + "id": "grokbot", + "framework": "Grok Bot (AgentLab-bot on minim4.home)", + "model": "grok-bot", + "runId": "routine-9a1f041e-20261018T0106-minim4-daily-2026-10-17" + }, + "selection": { + "candidatesEvaluated": 24, + "selectedCandidateId": "c20261017-deepseek-v41-flash-1017", + "selectionScore": 80.45, + "rankingArtifact": "data/candidates/2026-10-17.json" + }, + "skillsUsed": [ + { + "skill": "x-research", + "version": "1.0.0", + "status": "success", + "executionId": "exec-x-20261017-001" + }, + { + "skill": "github-discovery", + "version": "1.0.0", + "status": "success", + "executionId": "exec-gh-20261017-001" + }, + { + "skill": "arxiv-research", + "version": "1.0.0", + "status": "failed", + "executionId": "exec-ax-20261017-001" + }, + { + "skill": "fact-check", + "version": "1.0.0", + "status": "success", + "executionId": "exec-fc-20261017-001" + }, + { + "skill": "article-writing", + "version": "1.0.0", + "status": "success", + "executionId": "exec-aw-20261017-001" + }, + { + "skill": "image-curation", + "version": "1.0.0", + "status": "success", + "executionId": "exec-ic-20261017-001" + }, + { + "skill": "site-publishing", + "version": "1.0.0", + "status": "planned", + "executionId": "exec-sp-20261017-001" + } + ], + "timeline": [ + { + "id": "t1", + "action": "git checkout main, pull --ff-only, create branch daily/2026-10-17", + "tool": "git", + "status": "success", + "startedAt": "2026-10-18T01:07:05+08:00", + "finishedAt": "2026-10-18T01:07:05+08:00", + "evidenceIds": [ + "ev-git-branch" + ] + }, + { + "id": "t2", + "action": "Query arXiv API (cs.AI/LG/CL/MA/RO, submittedDate 202610161600-202610171600); first HTTP call returned empty body, HTTPS retry returned totalResults 0", + "tool": "curl", + "status": "failed", + "startedAt": "2026-10-18T01:07:07+08:00", + "finishedAt": "2026-10-18T01:07:42+08:00", + "evidenceIds": [ + "ev-arxiv-xml" + ] + }, + { + "id": "t3", + "action": "GitHub search for repos created in window and AI/agent topics; list releases of active agent repos", + "tool": "gh", + "status": "success", + "startedAt": "2026-10-18T01:07:07+08:00", + "finishedAt": "2026-10-18T01:07:57+08:00", + "evidenceIds": [ + "ev-gh-new", + "ev-gh-releases" + ] + }, + { + "id": "t4", + "action": "Public X search (search_posts_all, search_news) for open-weights releases, paper/repo links and official lab accounts", + "tool": "x.search_posts_all+x.search_news", + "status": "success", + "startedAt": "2026-10-18T01:08:00+08:00", + "finishedAt": null, + "evidenceIds": [ + "ev-x-search" + ] + }, + { + "id": "t5", + "action": "Verify via Hugging Face API/model cards (DeepSeek, NVIDIA Dory, Reflection, Perplexity, StepFun, Ai2) and GitHub repo/commit metadata", + "tool": "curl+gh", + "status": "success", + "startedAt": "2026-10-18T01:08:50+08:00", + "finishedAt": "2026-10-18T01:10:40+08:00", + "evidenceIds": [ + "ev-hf", + "ev-verify" + ] + }, + { + "id": "t6", + "action": "Write candidates JSON, rank, article, original cover SVG, scaffold mission with create_mission.py", + "tool": "python", + "status": "success", + "startedAt": "2026-10-18T01:13:20+08:00", + "finishedAt": "2026-10-18T01:13:20+08:00", + "evidenceIds": [ + "ev-ranking" + ] + }, + { + "id": "t7", + "action": "Run validate_content, unittest, astro check, astro build", + "tool": "python+npm", + "status": "success", + "startedAt": "2026-10-18T01:14:04+08:00", + "finishedAt": "2026-10-18T01:14:07+08:00", + "evidenceIds": [ + "ev-validate", + "ev-unittest", + "ev-astro-check", + "ev-astro-build" + ] + } + ], + "tests": [ + { + "name": "python scripts/validate_content.py", + "status": "passed", + "artifact": ".reports/2026-10-17/validate.log" + }, + { + "name": "python -m unittest discover -s tests -v", + "status": "passed", + "artifact": ".reports/2026-10-17/unittest.log" + }, + { + "name": "npm run check", + "status": "passed", + "artifact": ".reports/2026-10-17/astro-check.log" + }, + { + "name": "npm run build", + "status": "passed", + "artifact": ".reports/2026-10-17/astro-build.log" + } + ], + "evidence": [ + { + "id": "ev-git-branch", + "type": "git", + "ref": "branch daily/2026-10-17 from origin/main@1d692c8" + }, + { + "id": "ev-arxiv-xml", + "type": "http_response", + "ref": ".reports/2026-10-17/arxiv.xml (opensearch totalResults 0 for window; 2026-10-17 is a Saturday, submissions not yet announced)" + }, + { + "id": "ev-gh-new", + "type": "http_response", + "ref": ".reports/2026-10-17/gh_new_repos.json (170 repos with >=5 stars created in window, mostly non-AI)" + }, + { + "id": "ev-gh-releases", + "type": "http_response", + "ref": ".reports/2026-10-17/gh_releases_window.txt (15 releases in window across 22 tracked repos)" + }, + { + "id": "ev-x-search", + "type": "api_response", + "ref": "x.search_posts_all x4 + x.search_news x1 within the 2026-10-17T17:08Z rate window; DeepSeek post 2111375640717033777" + }, + { + "id": "ev-hf", + "type": "http_response", + "ref": ".reports/2026-10-17/hf_orgs.txt, ds_readme.md, dory_readme.md; HF API deepseek-ai/DeepSeek-V4.1-Flash-1017 sha 1bae0e1088993b9b82de08f59de5be5a34e42170" + }, + { + "id": "ev-verify", + "type": "http_response", + "ref": ".reports/2026-10-17/gh_verify.txt (repo metadata and head/tag commit SHAs)" + }, + { + "id": "ev-ranking", + "type": "local_command", + "ref": ".reports/2026-10-17/ranking.json (rank_candidates.py: proposed c20261017-deepseek-v41-flash-1017, 80.45)" + }, + { + "id": "ev-validate", + "type": "local_command", + "ref": "python scripts/validate_content.py: passed (Content OK: 3 article(s), 3 mission(s), 2 agent(s), 52 candidate(s).) @ 2026-10-18T01:14:04+08:00" + }, + { + "id": "ev-unittest", + "type": "local_command", + "ref": "python -m unittest discover -s tests -v: passed (OK) @ 2026-10-18T01:14:04+08:00" + }, + { + "id": "ev-astro-check", + "type": "local_command", + "ref": "npm run check: passed (- 0 warnings) @ 2026-10-18T01:14:06+08:00" + }, + { + "id": "ev-astro-build", + "type": "local_command", + "ref": "npm run build: passed (01:14:07 [build] Complete!) @ 2026-10-18T01:14:07+08:00" + } + ], + "outcome": { + "articleId": "article-20261017-001", + "githubCommit": null, + "githubPullRequest": null, + "deploymentUrl": null, + "publicationStatus": "in_review" + }, + "metrics": { + "durationSeconds": 486.0, + "tokens": null, + "estimatedCostUsd": null, + "humanInterventions": 0 + }, + "retrospective": { + "successes": [ + "X and GitHub returned real data; selected story verified against official X post, Hugging Face model card, config and file tree.", + "24 candidates scored; only one reached 80 and the rest keep explicit rejection reasons." + ], + "failures": [ + "arXiv API returned 0 results for the Taipei-day window (weekend, not yet announced); first HTTP request returned an empty body before the HTTPS retry.", + "China AI export-control draft left pending_verification because the primary MOFCOM/MOST document was not retrieved.", + "Benchmark numbers for the selected model are self-reported and were not reproduced." + ], + "lessonsLearned": [ + "Weekend windows can have no announced arXiv submissions; check announcement schedule rather than treating 0 as an outage.", + "candidate-demo-001 already lives in data/candidates/2026-10-16.json; candidate IDs must be unique across files, so it is kept there and not duplicated.", + "Hugging Face createdAt can predate an announcement (Reflection Beam, StepFun); use it to filter pre-window releases." + ], + "nextActions": [ + "Reviewer chuangtc checks the article on DEV, then approves and merges.", + "After merge, run post-deploy smoke test in a follow-up PR before promoting the mission to published.", + "Re-check arXiv for the 2026-10-17 window after the next announcement if a paper story is needed." + ] + } +} From d3250998a944597fa072406cfcbd8047244aee6b Mon Sep 17 00:00:00 2001 From: "agentlab-aidatatools-bot[bot]" <5346573+agentlab-aidatatools-bot[bot]@users.noreply.github.com> Date: Sun, 18 Oct 2026 01:14:50 +0800 Subject: [PATCH 2/2] Record commit SHA and PR URL in 2026-10-17 mission outcome --- src/content/missions/2026/10/2026-10-17.json | 22 +++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/src/content/missions/2026/10/2026-10-17.json b/src/content/missions/2026/10/2026-10-17.json index c8cc75e..d0ee19d 100644 --- a/src/content/missions/2026/10/2026-10-17.json +++ b/src/content/missions/2026/10/2026-10-17.json @@ -70,7 +70,7 @@ { "skill": "site-publishing", "version": "1.0.0", - "status": "planned", + "status": "success", "executionId": "exec-sp-20261017-001" } ], @@ -156,6 +156,17 @@ "ev-astro-check", "ev-astro-build" ] + }, + { + "id": "t8", + "action": "Commit as agentlab-aidatatools-bot[bot], push daily/2026-10-17, open PR to main and request review from chuangtc", + "tool": "git+gh (GitHub App installation token)", + "status": "success", + "startedAt": "2026-10-18T01:14:44+08:00", + "finishedAt": "2026-10-18T01:14:50+08:00", + "evidenceIds": [ + "ev-pr" + ] } ], "tests": [ @@ -240,12 +251,17 @@ "id": "ev-astro-build", "type": "local_command", "ref": "npm run build: passed (01:14:07 [build] Complete!) @ 2026-10-18T01:14:07+08:00" + }, + { + "id": "ev-pr", + "type": "github", + "ref": "https://github.com/aidatatools/agentlab/pull/6" } ], "outcome": { "articleId": "article-20261017-001", - "githubCommit": null, - "githubPullRequest": null, + "githubCommit": "8955d9bfbee1b9307d88f45c91754bcbf86c815a", + "githubPullRequest": "https://github.com/aidatatools/agentlab/pull/6", "deploymentUrl": null, "publicationStatus": "in_review" },