The AI Agent Tech Stack Explained
In this article, you will learn how the seven layers of a production AI agent stack fit together, from the foundation model down to deployment infrastructure. Topics we will cover…
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Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders,…
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The Real Challenge Limiting AI Models Today
some of the problems we face in implementing AI algorithms, we usually focus on the processors’ ability to handle them. But now, NVIDIA’s GPUs power the latest large language models,…
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Robbyant Releases LingBot-VLA 2.0: An Open-Source 6B Vision-Language-Action (VLA) Model for Cross-Embodiment Robot Manipulation
Ant Group’s Robbyant has released LingBot-VLA 2.0, a Vision-Language-Action (VLA) foundation model for robots. The release includes a technical report, an Apache-2.0 codebase, and a…
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Data for Agents
Why agentic AI needs open data, and why synthetic data is how we scale it. Image: Nemotron Post-Training v3 Prompt Atlas More Than Model Weights Building AI agents is hard,…
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Exploring the TextAttack Framework: Components, Features, and Practical Applications
Over the last few years, a growing interest has been in testing the adversarial robustness of natural language processing (NLP) models. The research in this area covers new techniques for…
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Speculative Decoding for 400% Faster LLMs
DeepSeek’s new DSpark module brings speculative decoding to DeepSeek-V4. It might look like a niche inference tweak, but in production it boosted per-user generation speed by 60 to 85 percent…
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Zero-Shot Local Document Parsing with Gemma 4: Treating PDFs as Images
# Introduction Run pdfplumber on a scanned invoice, and you get nothing. Run it on a multi-column research paper, and you get a stream of text that has lost every…
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NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness
NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top closed models with the largest and most widely adopted AI agent orchestration platform. LangChain tuned its Deep…
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The Complete Guide for Enterprise
ARTICLE SUMMARY Procurement automation is the use of software, workflow rules, and AI to run the full procure-to-pay cycle as one orchestrated flow, from intake to payment. It replaces fragmented…
