🔥 AI Hot
Real-time tracking of AI industry hot topics · 100 items total
Product Hunt：Bring Them to Life
Bring your product to life with friendly animations. Discussion | Link
0 Read originalGitHub 热门：rustfs/rustfs
RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph.
0 Read originalTypeSafe AI 发布只做高频决策的大模型 Jev，作者实测其分类判断性价比
TypeSafe AI 推出专注高频决策的大模型 Jev，不做对话和文字生成，只输出判断，速度比传统大模型快20~200倍，成本0.042美元/百万Token且输出Token免费。作者实测预筛任务中Jev准确性第二且更便宜，在并行判断任务上达到最高准确率和最快速度；模型采用RLCD训练方法优化决策校准，可在官网 https://typesafe.ai/ 申请资格，Vercel 已首发接入。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu67pecj0e0wrofj97vtuwzu
0 Read originalProduct Hunt：M9R
Multiplayer space for your AI coding agents and teams Discussion | Link
0 Read originalGitHub 热门：coder/coder
Secure environments for developers and their agents
0 Read original论文：WeVisDoc: From Coverage to Capability for Robust End-to-End Document Parsing
WeVisDoc: From Coverage to Capability for Robust End-to-End Document Parsing
0 Read original腾讯开源自托管 AI 智能助手 Octop
腾讯云旗下自托管多智能体AI助手 Octop 正式推出1.0 GA版本，面向一人公司、家庭、小团队轻协同场景。新版本围绕知识沉淀、多端触达、权限管控与安全加固完成能力闭环。同步上线腾讯云轻量应用服务器Lighthouse与CVM官方镜像市场，一条命令可部署属于自己的AI协作中枢。 来源：腾讯云服务器
0 Read original论文：Paint-Anything: Unified Any-Color Control for Image Generation and Editing
Professional design requires any-color control: the ability to specify an object's target color with any 24-bit hex value for image generation and editing. Prior work has explored color generation, editing, and colorization, but often relies on dedicated color representations or specialized inference procedures. Advances in large language models offer a simpler starting point: even compact models
0 Read original论文：RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning
0 Read original论文：ERCPMP-Gx: Endoscopic Image and Video Dataset for Morphological, Histopathological, and Genomic Characterization of Colorectal Polyposis
Hereditary polyposis syndromes can be precursor lesions to colorectal cancer and are associated with a broad spectrum of extracolonic tumors. Early identification and accurate classification of these syndromes are essential for timely diagnosis, individualized patient management, and targeted surveillance strategies for affected families. However, public endoscopic datasets are largely organized a
0 Read originalChatGPT for Word 上线，OpenAI 员工称 Excel 和 PowerPoint 用量近期激增
ChatGPT 正式集成进 Microsoft Word，可在文档内把粗略笔记转成初稿、理顺段落、校对、给出修改建议，还能发现格式问题。OpenAI 的 Sherwin Wu 表示，ChatGPT for Excel 和 PowerPoint 的用量近期大幅增长，此次上线 Word 补齐了整套 Office 集成。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu66hcff0ci8rofjhs1az9qz
0 Read originalProduct Hunt：Yoetz
Check to see if AI really completed a task or if it had gaps Discussion | Link
0 Read original论文：When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models
When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models
0 Read originalGitHub 热门：Tencent/BrowserSkill
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
0 Read original论文：How Does Distribution Shift Shape Pretraining Gains in Neural PDE Surrogates?
Pretraining a neural PDE surrogate can reduce the amount of new CFD data needed when geometry or modeled physics changes. However, it remains unclear how different components of distribution shift affect this benefit. We pretrain a surrogate on 254,909 RANS solutions from one airfoil family and fine-tune it on a new family under two target settings with matched freestream ranges: the same Spalart-
0 Read originalMeta 发布 Muse for Mac，个人智能体可直接在电脑上执行任务
Meta 官宣 Muse for Mac 即日起推出，个人智能体可在用户明确授权下直接在电脑上完成任务。能力包括整理下载文件夹、查找丢失的文件、总结消息和笔记，官方表示更多功能即将推出，下载地址 http://ai.meta.com/muse/download/。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu63zp9f09xsrofjmnxvrwdg
0 Read originalProduct Hunt：ContextsBase - Memory for your Agents
Context Infrastructure for Coding Agents Discussion | Link
0 Read original论文：What Does Privileged Information Add to On-Policy Self-Distillation?
What Does Privileged Information Add to On-Policy Self-Distillation?
0 Read originalGitHub 热门：Tencent/WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
0 Read original论文：Quantifying Overclaiming Propensity in Frontier LLM Agents
Frontier coding agents are increasingly trusted to work autonomously for long periods, yet an agent's final response is often the only account of that work a user sees. We quantify the propensity of frontier agents to \emph{overclaim} task completion, a misrepresentation that can mislead the user. An agent overclaims when its final response contradicts information in its context. This definition r
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