Key Highlights: Google has been heavily criticized for sprinkling sponsored results across search results. No doubt, ads are one of the major driving forces of any company’s revenue. But when ads start getting in the way of how a user uses a product or service, things start to get annoying. Let’s be honest, we all hate ads, and when a new report circulated yesterday claiming that Google is mulling over the idea of showing ads in Gemini tools, […]

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Author(s): AI Rabbit Originally published on Towards AI. Agentic Era If your architecture still looks like “User Query Vector DB LLM,” you aren’t building an AI application; you’re building a hallucination engine. The “naive” RAG era where we just dumped PDFs into Pinecone and prayed for the best is officially over. Here is the technical reality of RAG in 2025.The article discusses the evolution of Retrieval-Augmented Generation (RAG) pipelines, emphasizing the transition from outdated linear architectures to more […]

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Google is rolling out managed MCP servers to make its services “agent-ready by design,” starting with Maps and BigQuery, aiming to simplify messy integrations and help AI agents use real tools.

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Artificial intelligence is changing the way businesses store and access their data. That’s because traditional data storage systems were designed to handle simple commands from a handful of users at once, whereas today, AI systems with millions of agents need to continuously access and process large amounts of data in parallel. Traditional data storage systems now have layers of complexity, which slows AI systems down because data must pass through multiple tiers before reaching the graphical processing units […]

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Deepening our partnership with the UK government to support prosperity and security in the AI era

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