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Illustration of AI context engineering and semantic layers transforming RAG architecture
AIArtificial IntelligenceIn the News

Is RAG Dead? The Rise of Context Engineering and Semantic Layers for Agentic AI

In the fast-moving world of Artificial Intelligence, one question has been stirring conversations across the industry in 2025: Is Retrieval-Augmented Generation (RAG) reaching the end of its era? For years, RAG has been the backbone of intelligent information retrieval — powering chatbots, enterprise assistants, and research copilots by allowing large...
DeepSeek V3.2-Exp AI model architecture showcasing sparse attention mechanism and next-generation AI development
AIArtificial IntelligenceIn the News

DeepSeek Launches Intermediate Step to Next-Generation AI Architecture Called Model

Hangzhou, China – September 29, 2025 — DeepSeek, the China-based leading artificial intelligence company, announced today the release of its new model: DeepSeek-V3.2-Exp, calling it an “intermediate step” on the road to its next-generation AI Architecture 2. The company positioned this release as a prototype model that’s part of a...