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AI Doesn’t Need to Watch Every Frame: How Gemini’s Agentic Video Understanding Changes Video Analysis
Video creates a strange problem for artificial intelligence. A ten-page document contains a limited amount of information. A ten-minute video contains: Traditional multimodal AI has often dealt with this by sampling video at a fixed rate. For example: one frame every second. The model receives those sampled frames along with audio or transcript information and…
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Voice AI Is Becoming Full-Duplex: Why the Next AI Interface May Listen, Think, and Act at the Same Time
Voice assistants have existed for years. We have been able to say: “Set a timer.” “Play this song.” “What is the weather?” “Call John.” But these systems rarely feel like real conversations. You speak. You wait. The system processes. Then it speaks. If you interrupt at the wrong moment, the interaction often becomes awkward. If…
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Google Is Using AI Agents to Scan Every Code Change: Is This the Future of DevSecOps?
AI coding tools are making software development faster. Developers can now use agents to: But faster software generation creates another problem. Security has to keep up. If developers—or coding agents—can produce dramatically more code, traditional security processes built around periodic reviews and large scans can become a bottleneck. That is why Google AI security agents…
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Understand Technology. Discover Better Tools. Work Smarter. Practical guides, software reviews, comparisons, and tutorials covering AI, SaaS, automation, data, cloud, and modern technology. Explore Digital Stackroom Explore practical guides, tutorials, reviews, and comparisons across the technologies shaping modern work and business. AI & Machine Learning Understand AI, discover useful tools, and learn practical ways to…
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