我国力争到 2030 年关键软件全面实现智能化升级
IT之家 9 月 13 日消息，据新华社报道，工业和信息化部 11 日对外发布《“人工智能 + 软件”专项行动实施方案》，提出到 2030 年，人工智能与软件和信息技术服务业融合发展实现新跃升， 关键软件全面实现智能化升级 ，智能编程、智能…
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智能体
共 86 条From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data Attribution
Training data attribution (TDA) aims to identify training examples that shape model behavior, but its intervention value…
Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems
Multi-agent LLM systems commonly use an orchestrator to decompose a task for a team of workers and then improve through …
VeriPhy: Agentic Physical Reasoning for World Model Evaluation and Refinement
Visual fluency in generated video does not imply physical reliability, and a scalar quality score alone is incapable of …
MasterControl Seventeen Every Time
We study a governed approach to enterprise analytics: a language model interprets the question, while deterministic poli…
EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents
Vision-language-action (VLA) models map visual observations and language instructions directly to robot actions, but lon…
Using Grounded Theory for Agent Behavior Analysis at Scale
Understanding agent behavior requires methods that scale to thousands of trajectories and surface new patterns in long, …
Dr. Claw: An AI Scientist Workspace for Vibe Research
Command-line coding agents (e.g., Claude Code, Gemini CLI) can already read and write files and sustain long sessions, y…
AgenticGen: Reward-Guided Agentic Video Generation for Advertising
Advertising video generation is not only a video synthesis task, but also a product-conditioned reasoning problem whose …
Scaling Automatic Research Agents via World Models
Automating empirical research is a long-standing direction of AI. Recent automatic research (AutoResearch) agents bring …
Flask 之父撰文力荐 Pi：极简 Agent 的设计哲学
Armin Ronacher 发表《Pi: The Minimal Agent Within OpenClaw》，系统阐述了 Pi 框架'四个工具 + 最短系统提示词'的极简主义 Agent 设计观。
OpenClaw 刷屏：个人 AI 助理的开源引爆点
Peter Steinberger 的开源个人智能助理项目（前身 ClawdBot / MoltBot）更名为 OpenClaw 并刷屏科技圈，7×24 小时待命的'电子员工'形态引发全网部署热潮。
Manus 邀请码刷屏：通用 Agent 的中国时刻
中国团队 Monica 发布通用智能体产品 Manus，以'Less Structure, More Intelligence'理念实现任务全自动执行，在 GAIA 基准取得 SOTA 表现，一码难求。