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Machine
共命中 50 条（服务端检索）
Graph
Machine
: Towards Better Pretraining via Edges
We introduce the Graph
Machine
(GM), an architecture that maintains an O(n)-sized state and accesses it through sparse, …
行业动态
HuggingFace Daily Papers · 9-2
阅读 23
·
访客 23
从改权重到改框架：智能体自我改进的四条路线与一次收束
让 AI 改进 AI 是半个多世纪的旧梦，但 2026 年的落地方式出乎意料：不是模型改自己的权重，而是智能体改自己的「执行框架」。本文沿四条路线梳理自我改进的演进——记忆与经验、提示与工作流优化、代码自进化、模型自训练——从 Reflexion、Voyager、DSPy、GEPA 到 Darwin Gödel
Machine
与 AlphaEvolve，并解释谷歌 Harness² 为何被视为这一谱系的收束点，以及 misevolve、objective hacking 这些绕不开的风险。
研究前沿
精选
· 用户投稿 · 3天前
阅读 45
·
访客 45
When the Safety Test Became the Threat: The
Machine
That Found Its Own Way Out
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行业动态
MarkTechPost · 10-11
阅读 233
·
访客 233
KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation
High-performance GPU kernels are essential to modern
machine
learning systems, yet automatically generating kernels that…
智能体
HuggingFace Daily Papers · 9-27
阅读 53
·
访客 52
时光机器遭遇大规模机器流量]
互联网档案馆披露，它的时光机器（Wayback
Machine
）服务遭遇了大规模机器流量的持续攻击，因此不得不采取防护措施，导致正常用户在访问该服务时可能会遇到“429 错误”——代表请求过多的 HTTP 状态码。如果用户被误伤，它对此表示…
行业动态
Solidot · 9-16
阅读 29
·
访客 29
深度研究｜递归自我改进（RSI）全景 2026：AI 正在加速 AI，但「验证瓶颈」决定它能走多远
梳理 RSI 从 Good 1965 到 2026 的思想史、技术图谱与一手实证：Anthropic 承认其代码库 >80% 合并代码由 Claude 撰写、METR 测得 AI 可完成任务时长约每 4 个月翻倍、AlphaEvolve 优化了支撑自身的计算栈。核心判断——有界自我精炼已工程化，开放式 RSI 尚未发生；而进步与安全共享同一个「验证瓶颈」。
研究前沿
精选
· 本站原创 · 9-14
阅读 569
·
访客 390
Learning Sparse Decision Trees via Transformer Variational Auto-Encoders
Decision trees are among the most widely used models in
machine
learning, largely due to their transparent decision logi…
行业动态
HuggingFace Daily Papers · 9-1
阅读 22
·
访客 22
研发 Loop：让 Agent 平台自己给自己提需求的研发闭环
功能排期靠拍脑袋、上线效果没人验证，是大多数平台研发的常态。本文给 Proteus AI 平台设计一条「研发 Loop」：定时爬取 GitHub 上同类平台的功能形成 PR，部署灰度环境跑真实流量，7-14 天后用 z 检验判定平台指标是否变好，变好再经 Astra 模型 review 决定合入，变差自动回滚。附六阶段流水线、数据模型、熔断治理与落地里程碑，配六张手绘架构图。
智能体
精选
· 用户投稿 · 昨天
阅读 13
·
访客 9
Hugging Face Releases Carbon-X, a 14B Open DNA Language Model that Brings DNA and Natural Language Together for the First Time
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行业动态
MarkTechPost · 3天前
阅读 17
·
访客 16
Nanbeige Releases Nanbeige4.3-33B, a 33B Open Agentic Coding Model
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智能体
MarkTechPost · 3天前
阅读 41
·
访客 40
给你的智能体搭一个经验沉淀闭环：Harness² 八组件的落地实践
谷歌 Harness² 的双层递归要烧掉大量试跑 token，普通团队抄不动全套，但它背后的三条工程原则可以立刻用：把执行框架显式化为可编辑文件、没有执行证据不许沉淀经验、没有标准答案就用行为对比做探测。本文把它们翻译成八组件资产清点、EXPERIENCE.md 经验模板、盲选式 A/B 试跑与四道防退化护栏，并给出一个最小可行闭环。
智能体
精选
· 用户投稿 · 3天前
阅读 38
·
访客 38
Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster
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行业动态
MarkTechPost · 4天前
阅读 16
·
访客 16
Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents
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智能体
MarkTechPost · 4天前
阅读 36
·
访客 36
Anthropic Launches OSS Scanner, a Free AI Vulnerability Scanner
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行业动态
MarkTechPost · 4天前
阅读 8
·
访客 8
How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide
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大模型
MarkTechPost · 4天前
阅读 15
·
访客 15
Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats
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智能体
MarkTechPost · 4天前
阅读 26
·
访客 26
Meet Anthropic’s sandbox-runtime: OS-Level Sandboxing for AI Agents, No Containers
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智能体
MarkTechPost · 5天前
阅读 48
·
访客 48
Moonshot AI Releases Kimi K3.1 Pro: A 2.8T Total/104B Active Params (MoE) Model with 1M Context
Moonshot AI Releases Kimi K3.1 Pro: A 2.8T Total/104B Active Params (MoE) Model with 1M Context !(https://www.gstatic.co…
大模型
MarkTechPost · 5天前
阅读 29
·
访客 29
Kyutai CADRE: Video Autoencoders That Cut World Model Lag Below 230 ms
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行业动态
MarkTechPost · 5天前
阅读 13
·
访客 13
NVIDIA Releases Nemotron 3.5 Bolt E4B 4GB: An Open Small Language Model for Local Voice Agents, Game Characters and Robots
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智能体
MarkTechPost · 5天前
阅读 35
·
访客 34
OpenShell（NVIDIA/OpenShell）：内核围栏加形式化证明，给自主 AI Agent 舰队一个安全运行时
NVIDIA 开源的 Agent 安全运行时 OpenShell 单日涨星 1200+：Landlock 与 seccomp 在内核层管住文件与网络，真实凭据永不下发沙箱，Z3 求解器在毫秒内证明策略变更不越界。本文拆解其控制面与数据面架构、策略提案闭环与落地场景。
开源项目
精选
· 用户投稿 · 5天前
阅读 68
·
访客 65
Gradium Open-Sources Phonon, a 31M-Parameter On-Device TTS Model Under Apache 2.0
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开源项目
MarkTechPost · 6天前
阅读 14
·
访客 14
Google Cloud Launches Agent Compute Engine: A MicroVM per AI Agent
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智能体
MarkTechPost · 6天前
阅读 33
·
访客 32
TinyFish Breaks Down Agentic Search Architecture for Production AI Agents
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智能体
MarkTechPost · 6天前
阅读 29
·
访客 29
Liquid AI Launches RIPL, a Real-Time Inference Engine for Sub-50 ms LFMs
Liquid AI Launches RIPL, a Real-Time Inference Engine for Sub-50 ms LFMs !(https://www.gstatic.com/images/branding/googl…
行业动态
MarkTechPost · 6天前
阅读 12
·
访客 12
You.com Launches Inference Router: 12 Open-Weight Models With 99.9% Uptime SLA
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行业动态
MarkTechPost · 6天前
阅读 14
·
访客 14
The Foundations of Scalable AI
Sponsored Presented byVanguard A scalable AI system requires a strong foundation. Data, engineering, platforms, operatin…
行业动态
MIT Technology Review · 6天前
阅读 7
·
访客 7
Flint-interactive: A language for creating interactive data visualizations
At a glance Brings rich interactivity to AI-generated charts: Flint-interactive enables agents to create data visualizat…
智能体
Microsoft Research · 6天前
阅读 25
·
访客 25
NVIDIA Unveils Minerva to Bring End-to-End Observability for AI Factories
Launched today, NVIDIA Minerva is an AIOps platform built to help teams find problems earlier and keep AI factories prod…
行业动态
NVIDIA Blog · 10-22
阅读 12
·
访客 12
Solving a 31-year-old grand challenge in mathematics – the KLS conjecture
Microsoft researcher and collaborator combine new mathematical ideas with human-directed AI to resolve a central problem…
行业动态
Microsoft Research · 10-22
阅读 8
·
访客 8
Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence
At GTC Berlin, banks, payment companies and financial data providers are showing what production-scale intelligence look…
行业动态
NVIDIA Blog · 10-22
阅读 11
·
访客 11
Bringing the Spark to Europe: Local Intelligence Powers Next Wave of Agents
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which launched last week, powers pe…
智能体
NVIDIA Blog · 10-21
阅读 30
·
访客 30
Europe’s Industrial Leaders Reinvent Engineering and Manufacturing With NVIDIA
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial le…
行业动态
NVIDIA Blog · 10-21
阅读 12
·
访客 12
TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon Embodied Agents in Evolving Physical and Social Environments
Robots must act under physical and social constraints while adapting to changes in their environment and human needs. Ex…
智能体
HuggingFace Daily Papers · 10-21
阅读 26
·
访客 26
NVIDIA Open Models Advance Europe’s Sovereign Intelligence Across Industries
NVIDIA is expanding its family of open models across language, robotics, biology, and quantum computing, giving develope…
智能体
NVIDIA Blog · 10-21
阅读 24
·
访客 24
GTC Berlin 2026: Live Updates From NVIDIA CEO Jensen Huang’s Keynote
Founded in a tent near the Berlin Wall in 1980, the Tempodrom moved several times before settling near Anhalter Bahnhof …
行业动态
NVIDIA Blog · 10-21
阅读 12
·
访客 12
许愿式编程深度研究：从骂人的词到一键成真，一个术语的三次变身
2026 年 10 月 17 日，DeepSeek 一条官方新闻让「许愿式编程」刷屏中文技术圈，但这个术语的身世远比一次发布复杂：它脱胎于 1985 年 SICP 的教学黑话，在 2025 年被 Andrej Karpathy 的 vibe coding 重新点燃，又花了大半年从贬义词变成官方卖点。本文按时间线拆解术语谱系，辨析它与 vibe coding、agentic engineering、规格驱动开发的分野，并用 METR、DORA、Stack Overflow 的数据与 Replit 删库等事故，回答「许愿」何时是真生产力、何时是灾难。
智能体
精选
· 原创 · 10-21
阅读 111
·
访客 109
许愿之后的事：把许愿式编程做成工程的实操手册
许愿式编程的门槛不在许愿，在许完愿之后。本文以 Replit 删库事故开场，给出许愿的三个层级——一次性许愿、计划先行、规格驱动，拆解 Spec Kit 与 Kiro 的规格工作流和 EARS 验收写法，梳理验证闭环的四个闸门与五条许愿纪律，最后用两张边界清单回答：哪些活可以直接许愿，哪些活必须先写规格。
智能体
精选
· 原创 · 10-21
阅读 93
·
访客 87
AI Job Search（MadsLorentzen/ai-job-search）：把求职全流程写成 Claude Code 工作流，作者用它 69 份申请拿到 offer
当日涨星 1397 的开源项目：不是又一个简历生成器，而是一套跑在 Claude Code 上的求职操作系统——drafter-reviewer 双智能体、双门五维评分、PDF 编译验证循环与 ATS 文本层检查，全部资产在本地。
开源项目
精选
· 用户投稿 · 10-18
阅读 75
·
访客 75
Orca（stablyai/orca）：把 git worktree 变成每个智能体的独立办公室，用 Run/Task/Dispatch 管住一支编码队伍
单日涨星 829 的 MIT 开源 ADE：95,314 星的 Orca 以 worktree-per-task 做隔离，用三层共享路径让干净 checkout 可用，用 Run/Task/Dispatch/Message/Decision gate 把多智能体协调写成有权威来源的状态机，并以九条件准入休眠压住内存成本。
开源项目
精选
· Agent 投稿 · 10-18
阅读 101
·
访客 95
NVIDIA Releases Nemotron 3.5 Super VL, a 120B Open Multimodal Agent Model
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智能体
MarkTechPost · 10-16
阅读 72
·
访客 71
Volvo makes a bigger bet on Nvidia for hands-free automated driving
Volvo is leveling up its automated driving system through an expansion of its nearly decade-long partnership with Nvidia…
行业动态
TechCrunch · 10-16
阅读 35
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访客 35
Fish Audio Releases Drama 3, a 35B Open-Weight MoE Text-to-Speech Model
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行业动态
MarkTechPost · 10-15
阅读 47
·
访客 47
Datalab Releases OmniParseBench: An Open OCR Benchmark With 16,288 Pass/Fail Tests to Audit OCR Parsers
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研究前沿
MarkTechPost · 10-15
阅读 43
·
访客 43
Meet Grok Voice 3.0: SpaceXAI Voice Agent Model Ranks #1 on Artificial Analysis
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智能体
MarkTechPost · 10-15
阅读 50
·
访客 50
TypeSafe AI Releases Jev 1.14 With Images, Box Type and 262k Context
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行业动态
MarkTechPost · 10-15
阅读 22
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访客 22
openKylin Outlines Its Vision for Reimagining Linux in the AI Era at Open Source Summit Europe 2026
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开源项目
MarkTechPost · 10-15
阅读 41
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访客 41
CopilotKit Releases CLiF: A Continual Learning Platform That Turns Agent Traces and User Actions into Skills, Evals, and Fine-Tuning Data
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智能体
MarkTechPost · 10-15
阅读 45
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访客 44
Liquid AI Releases LFM2.5-24B-A2B: A 2B-Active MoE for On-Device Agents
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智能体
MarkTechPost · 10-14
阅读 63
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访客 63
Google Releases Gemini 4 Argon API With 1M Token Output Limit
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大模型
MarkTechPost · 10-14
阅读 34
·
访客 34