🔥 AI Hot
Real-time tracking of AI industry hot topics · 100 items total
论文：Learning When to Trust via Selective Context Preference Optimization
Language models increasingly condition their answers on external signals, and a single misleading one can turn a correct answer wrong. The obvious remedy, training models to resist such signals, hides a failure mode: a model that ignores all context looks robust yet is useless when the context is worth trusting. We recast the problem as selective trust and introduce MIST, a human-annotated benchma
0 Read original论文：The Bitter Lesson of Tool Calling
Tool use transforms LLMs into agents that act beyond their training data, and for code-capable models, programmatic tool calling extends this further by replacing rigid JSON calls with scripts that chain and parallelize naturally. However, a systematic evaluation of tools as code on an established benchmark across current and prior model generations under real-world task conditions has not been co
0 Read originalProduct Hunt：Blueberry
Stop Ghosting People You Actually Like Discussion | Link
0 Read original论文：Tracing the Heart: An Evidence-Linked Pipeline for Heart-Failure Feature Engineering
Electronic health record (EHR) feature engineering is a major bottleneck in clinical research and AI, accounting for 39-45% of data scientists' workload. This is especially pronounced in heart failure, which affects an estimated 6.7 million U.S. adults and requires integrating fragmented EHR data with disease-specific, guideline-based clinical reasoning. Existing rule-based and large language mode
0 Read originalProduct Hunt：HAR
Open Source harness for multi-agent coding workflows Discussion | Link
0 Read original阿里云上线One Key MCP，一键调用多家MCP服务
阿里云上线One Key MCP服务，开发者可通过统一的 阿里云百炼 API Key一键调用所有生态伙伴MCP服务，兼容 Qoder 、 Codex 、 Claude Code 、 Cursor 等主流Coding Agent，大幅简化多MCP服务的接入、鉴权与计费管理流程。用户可登录阿里云百炼平台，在MCP广场直接使用现有API Key开通并调用相关服务。 来源：阿里云
0 Read original论文：Investigating Artificial Intelligence Digital Sovereignty in Mobile Shopping Apps: A Case Study of Nigeria
The use of e-commerce mobile applications is expanding in Nigeria, creating both opportunities and risks, including fraud and reduced user control over digital technologies, raising concerns about digital sovereignty. This research examines how Artificial Intelligence (AI) in Nigerian mobile applications affects digital sovereignty, examined through platform transparency as a key indicator of user
0 Read originalProduct Hunt：Prompt Bridge
Keep AI Context Portable Discussion | Link
0 Read originalMeta 推出终端编程 AI 智能体 Muse Code
Meta 推出首个编程 AI 智能体工具 Muse Code 测试版，由首席 AI 官汪滔领衔开发。模型基于 Muse Spark 1.2 模型，可处理大型代码库中的完整软件工程任务，直接挑战 Anthropic Claude Code 与 OpenAI Codex 。 来源：IT之家
0 Read originalKitesurf：一款在 V8 隔离环境中运行的"代理优先"浏览器
Cloudflare 推出 Kitesurf，一款专为 AI 智能体设计的浏览器，完全运行在 Workers 上，基于 V8 隔离环境，现已在 Browser Run 中免费开放测试。 🔗 阅读原文 via AI HOT · https://aihot.virxact.com/items/cmsjbn0kl058nroo5kq0m0jws
0 Read originalGitHub 热门：PrimeIntellect-ai/prime-agent
A self-improving RLM agent for coding workflows and long-running autonomous tasks.
0 Read originalProduct Hunt：AgentOne Desktop
Automate boring work. Extensible and free desktop AI agent. Discussion | Link
0 Read original火山引擎上线 Seedance 2.5 API 服务
火山引擎正式上线 Seedance 2.5 API，相比2.0在指令遵循、长叙事、真人感及声画质感上大幅提升，原生支持30秒视频直出与最高50个全模态素材参考，兼容十余种语言。模型已在 LibTV 、奇想AI、 TapNow 等平台同步上线。 来源：火山引擎
0 Read originalHPC-Ops × SGLang：腾讯混元开源高性能 Attention、Router GEMM 与 MoE 算子
腾讯混元开源算子库 HPC-Ops 已集成至 SGLang 主分支，其 Dynamic Attention 与 Fused MoE 在 Hy3 模型上最高降低 TPOT 48.8%。 🔗 阅读原文 via AI HOT · https://aihot.virxact.com/items/cmsj8rfkl02ruroo5uvyqiqiq
0 Read originalGitHub 热门：semantica-agi/semantica
Graph-Native Infrastructure for Context and Accountable AI Systems
0 Read original阿里推出全新一代视频生成模型 Wan3.0
阿里全新一代视频生成模型 Wan3.0 开启公测。模型单次可生成30秒视频，支持连续运镜与一镜到底叙事；在文本、图片、音频、视频四种基础模态之外，首次支持doc、xls、ppt、pdf、md等文档输入，可将办公素材直接转化为教学课件、产品演示等视频。人像追求千人千面，角色、道具、场景、风格一致性显著增强。 来源：阿里云
0 Read originalLangChain 推出 Managed Deep Agents 公开测试版
LangChain 的 Managed Deep Agents 进入公开测试版，可将 Deep Agents 部署到托管的 LangSmith 运行时。该服务提供持久化执行、记忆、沙箱、通道、评估（evals）及生产级基础设施。 🔗 阅读原文 via AI HOT · https://aihot.virxact.com/items/cmsj81yyp02cwroo5rcq20vke
0 Read originalGitHub 热门：666ghj/MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
0 Read originalSuno移动端上线Voices功能
Voices 功能已在 Suno 移动应用 iOS 和 Android 版正式上线！📱✨ 现在你可以直接在手机上录制人声，并将其用于你的歌曲中。只需在创作界面点击"+ Voice"按钮，录制至少一分钟，然后让音乐流淌起来。（Pro 和 Premier 套餐可无限使用，免费套餐可体验有限版本！） 打开应用，录制你的声音，并在评论区告诉我们你的使用体验！ 🔗 阅读原文 via AI HOT · https://aihot.virxact.com/items/cmsj1zu9421ynronknsiz6vgw
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