Agent 工程系统学习第 2 章：给出 Agent 的严格定义（LLM+循环+工具+终止条件）与 workflow/agent 的第一分叉口；提供约 100 行零框架最小可运行 Agent 并逐段精读；梳理 ReAct / Plan-and-Execute / Reflection / Router 设计模式谱系与选型速查表；详解四层终止预算刹车系统、死循环形态与对策、流式与并行工具调用、可恢复循环宿主架构。

Learn how to leverage NVIDIA’s cuDNN Frontend Graph API to build custom kernel fusions, autotuning engine configurations…

Alibaba's Qwen3.8-Omni-Flash understands audio and video, plans tasks, calls tools, and reports about 45.7% fewer tokens…

Anthropic is initially releasing these features to Pro and Max plan subscribers.]

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LLM routing dynamically selects and coordinates heterogeneous language models across diverse tasks. However, existing ap…

At a Microsoft event in San Francisco on Wednesday, Jensen Huang and Satya Nadella outlined how NVIDIA and Microsoft are…

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We cloned one 10-second voice on 7 platforms and ranked them on reference audio, consent, licensing, and cost. The post …

Anthropic and OpenAI want to embed independent safety evaluators inside their AI labs. Researchers welcome the unprecede…

Google has released Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking, its most advanced live dialogue models to dat…

Visual fluency in generated video does not imply physical reliability, and a scalar quality score alone is incapable of …

Oct 23, 2026 Anthropic has an internal model that outperforms Mythos 5.1 in both capability and alignment,** according t…

To help developers rapidly build world models, which help physical AI systems understand and simulate the real world, NV…

Companies around the world are building on the NVIDIA DSX AI Factory Platform to plan, simulate and run the grid and the…

To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial le…

We introduce Foundation4D, a unified feed-forward model for geometry estimation, 3D detection, semantic occupancy, and G…

Robots must act under physical and social constraints while adapting to changes in their environment and human needs. Ex…

Code-based video generation offers fine-grained control, targeted editing, and component reuse compared with direct vide…

Diffusion language models can write several tokens in one forward pass, and they decide during generation how many passe…

Medical workflows often require multiple interdependent analyses, but existing specialist and generalist AI models are n…

Journalists, entrepreneurs, and even some public relations professionals will tell you that the PR process is broken (bu…

Oct 11, 2026 Jevons' paradox is Jensen's best friend.** Data from Ornn, Silicon Data, and Bloomberg (as of August 2026) …

Apple revealed in a regulatory filing that it has reached an agreement to bring on team members and technology from pers…

Manuel Uth Oct 11, 2026 Nano Banana Pro prompted by THE DECODER Results from Epoch AI and Anthropic show that AI models …

We study when communication emerges between autonomous agents and what role an innate action selection architecture play…

Single-image, multi-image, and video deep research require different visual operations but share a workflow of visual gr…

A 4D audio-visual scene comprises a video, the dynamic geometry it depicts, and the sound sources that populate it, each…

Jennifer Neville is a partner research manager at Microsoft who’s built a career around understanding and advancing AI f…

Large language models (LLMs) are increasingly relied upon to support ambient documentation and clinical reasoning. Here …

Long-context inference and Retrieval-Augmented Generation (RAG) handle evidence selection at vastly different scales, fr…

Large language models (LLMs) are increasingly used as interactive agents and simulators, yet it remains unclear whether …

Vision-language-action (VLA) models face a timing gap between low-rate inference and high-rate robot execution. We chara…

NVIDIA announced a new 64GB configuration of DGX Spark — from Acer, ASUS, Dell, Gigabyte, HP and MSI — its GB10-powered …

Cohere has released Embed 5, a new embedding model family. It targets enterprise search, RAG, and agentic retrieval. The…

Cloudflare has released Clef and Clef-flash, the first models trained by its Workers AI team. They are decision models, …

Manuel Uth Oct 2, 2026 AI models are faster, more accurate, and far cheaper than accountants at structured bookkeeping t…

Google DeepMind has just announced Gemini 4 Argon, its new frontier model and the first model of the Gemini 4 generation…

Perplexity Research and turbopuffer have released **pplx-embed-v2-context-9b-preview**, a contextual embedding model for…

Streaming video LLMs must retain evidence before its relevance to future tasks is known and respond when sufficient evid…

Given a target dataset, such as faces with eyeglasses, and a background dataset, such as faces without, contrastive anal…

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Building on nearly a decade of co-engineering, CoreWeave has built NVIDIA compute, networking and software into a cloud …

We present Multimodal Flow, a fully continuous generative model of language and vision. Most unified multimodal models e…

OpenAI isn’t only coming after productivity software with ChatGPT’s new Pages, Slides, and Space features — the AI lab i…

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Sep 29, 2026 GPT-Image-2 prompted by THE DECODER Key Points Anthropic is preparing to go public, and its S-1 prospectus …