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Amazon Bedrock AgentCore Memory: Building context-aware agents
GPT-5 Doesn’t Dislike You—It Might Just Need a Benchmark for Emotional Intelligence
Build an intelligent financial analysis agent with LangGraph and Strands Agents
How Amazon scaled Rufus by building multi-node inference using AWS Trainium chips and vLLM

Amazon Bedrock AgentCore Memory: Building context-aware agents

AI assistants that forget what you told them 5 minutes ago aren’t very helpful. While large language models (LLMs) excel at generating human-like responses, they are fundamentally stateless—they don’t retain information between interactions. This forces developers to build custom memory systems to track conversation history, remember user preferences, and maintain context across sessions, often solving…

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GPT-5 Doesn’t Dislike You—It Might Just Need a Benchmark for Emotional Intelligence

Since the all-new ChatGPT launched on Thursday, some users have mourned the disappearance of a peppy and encouraging personality in favor of a colder, more businesslike one (a move seemingly designed to reduce unhealthy user behavior.) The backlash shows the challenge of building artificial intelligence systems that exhibit anything like real emotional intelligence. Researchers at…

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Build an intelligent financial analysis agent with LangGraph and Strands Agents

Agentic AI is revolutionizing the financial services industry through its ability to make autonomous decisions and adapt in real time, moving well beyond traditional automation. Imagine an AI assistant that can analyze quarterly earnings reports, compare them against industry expectations, and generate insights about future performance. This seemingly straightforward task involves multiple complex steps: document…

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How Amazon scaled Rufus by building multi-node inference using AWS Trainium chips and vLLM

At Amazon, our team builds Rufus, a generative AI-powered shopping assistant that serves millions of customers at immense scale. However, deploying Rufus at scale introduces significant challenges that must be carefully navigated. Rufus is powered by a custom-built large language model (LLM). As the model’s complexity increased, we prioritized developing scalable multi-node inference capabilities that…

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Tiny ancient whale with a killer bite found in Australia

With large eyes, razor sharp teeth and a compact body built for hunting, Janjucetus dullardi is nothing like the gentle giants we know today, but this newly discovered ancient whale is one of their earliest cousins. Scientists at Museums Victoria’s Research Institute have described a new species of ancient whale from a 26-million-year-old fossil found…

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What if dark matter came from a mirror universe?

One theory proposes a hidden physical realm with its own versions of particles and forces that gave birth to tiny, stable black hole-like objects that would account for all the dark matter observed today. The other theory explores whether dark matter could be a product of the universe’s own expansion, created by quantum radiation near…

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