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Beyond chatbots: How to build agentic AI systems
ByRicardoHey, I’m Philip, senior AI relations engineer at Google DeepMind. My days revolve around making our models more accessible to developers, helping you build applications, chatbots, and agents with Gemini. But here’s what struck me during my recent talk: when I asked who had chatbots in production, hands shot up everywhere. When I asked about…
Microsoft Edge Launches Copilot Mode to Redefine Web Browsing for the AI Era
ByRicardoMicrosoft has taken a major leap into the future of web browsing with the launch of Copilot Mode in Edge, positioning it as the company’s first real step toward an AI-native browser. This marks a pivotal moment not just for Edge, but for the entire concept of what a browser can be in the era…
How to Build a Self-Evaluating Agentic AI System with LlamaIndex and OpenAI Using Retrieval, Tool Use, and Automated Quality Checks
ByRicardoIn this tutorial, we build an advanced agentic AI workflow using LlamaIndex and OpenAI models. We focus on designing a reliable retrieval-augmented generation (RAG) agent that can reason over evidence, use tools deliberately, and evaluate its own outputs for quality. By structuring the system around retrieval, answer synthesis, and self-evaluation, we demonstrate how agentic patterns…
Google Research Adds Agentic RAG to Gemini Enterprise Agent Platform with a Sufficient Context Agent for multi-hop queries
ByRicardoGoogle Research workforce has launched a new agentic RAG framework. It is constructed into the Gemini Enterprise Agent Platform. It powers a characteristic known as Cross-Corpus Retrieval, now in public preview. The goal is a identified failure mode in enterprise search. Standard single-step RAG was not constructed for multi-source, multi-hop queries. Ask “What are the…
Top 19 AI Red Teaming Tools (2026): Secure Your ML Models
ByRicardoTable of contents What Is AI Red Teaming? Top 19 AI Red Teaming Tools (2026) Conclusion What Is AI Red Teaming? AI Red Teaming is the method of systematically testing synthetic intelligence programs—particularly generative AI and machine studying fashions—towards adversarial assaults and safety stress eventualities. Red teaming goes past basic penetration testing; whereas penetration testing…
Google Releases Gemini 3.5 Live Translate, a Streaming Speech-to-Speech Audio Model Covering 70+ Languages Across Meet, Translate, and the Live API
ByRicardoGoogle simply introduced Gemini 3.5 Live Translate. It is their newest audio mannequin for dwell speech-to-speech translation. Speech-to-speech means spoken audio goes in, and translated spoken audio comes out. The mannequin detects over 70 languages mechanically and generates translated speech. It preserves the speaker’s intonation, pacing, and pitch in the output. Turn-by-turn methods await a…
