Congress Is Suddenly Waking Up to the AI Doomsday Threat40m ago Don’t ask ChatGPT 'What should I do?' — this simple prompt helps you make better decisions yourself48m ago Extreme Networks’ Agent ONE Coworker moves AI networking from dashboards to answers49m ago Introducing ChatGPT for Financial Services53m ago Tesla unveils driverless Cybercab in Japan for 1st time2h ago The AI safety vibe shift2h ago Sam Altman met with top power utilities about securing the electrical grid. He offered one possible solution: OpenAI's cyber services.2h ago OpenAI Is Open to Slowing Cutting-Edge AI, CEO Sam Altman Tells Staff2h ago Tencent-Backed Chipmaker Enflame Jumps 188% in Shanghai Debut2h ago Salesforce introduces Enterprise AI Harness, AI Control Plane2h ago The Race for the Next Big Weight-Loss Drug Is On—and China Wants In3h ago How Social Media Platforms Are Identifying AI Content3h ago DeepSeek launches V4.1-Flash and retires V4-Pro, its flagship model3h ago OpenAI Wants to Know if an AI Industry Slowdown Would Even Be Legal3h ago

Congress Is Suddenly Waking Up to the AI Doomsday Threat40m ago Don’t ask ChatGPT 'What should I do?' — this simple prompt helps you make better decisions yourself48m ago Extreme Networks’ Agent ONE Coworker moves AI networking from dashboards to answers49m ago Introducing ChatGPT for Financial Services53m ago Tesla unveils driverless Cybercab in Japan for 1st time2h ago The AI safety vibe shift2h ago Sam Altman met with top power utilities about securing the electrical grid. He offered one possible solution: OpenAI's cyber services.2h ago OpenAI Is Open to Slowing Cutting-Edge AI, CEO Sam Altman Tells Staff2h ago Tencent-Backed Chipmaker Enflame Jumps 188% in Shanghai Debut2h ago Salesforce introduces Enterprise AI Harness, AI Control Plane2h ago The Race for the Next Big Weight-Loss Drug Is On—and China Wants In3h ago How Social Media Platforms Are Identifying AI Content3h ago DeepSeek launches V4.1-Flash and retires V4-Pro, its flagship model3h ago OpenAI Wants to Know if an AI Industry Slowdown Would Even Be Legal3h ago

Agents AI Research31 min reading time

Inside LinkedIn's cognitive memory agent for agentic personalization

StackOverflowPublished 17 days ago

LinkedIn developed a cognitive memory agent using a tree-structured memory to improve incremental updates, balancing retrieval speed, freshness, and access control at scale. Praveen Badagutla, principal AI researcher, explains the shift from GraphRAG and the system's design considerations.

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