Categories: AI/ML Research

Context Windows Are Not Memory: What AI Agent Developers Need to Understand

In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,…
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Weight-Only Quantization

Overview This post is divided into five parts; they are: • Asymmetric Affine Quantization •…

2 hours ago

Beware the New AI-Fueled Ransomware Boom

Fully automated ransomware hasn’t arrived—yet. But seemingly unsophisticated attackers are using AI tools to wreak…

3 hours ago

Robots recognize the shape of an arena by messaging each other

Humans can create loose maps of environments they are exploring in their minds, using their…

3 hours ago

The Complete Guide to LLM Evaluation

In this article, you will learn how to evaluate LLM applications systematically, from choosing scorers…

1 day ago

Production MLOps at GS Caltex with Amazon SageMaker Canvas, part 1

GS Caltex uses Amazon SageMaker Canvas and Amazon SageMaker Pipelines to connect process engineers’ models…

1 day ago

New AI agent observability and governance across BigQuery and Looker

As enterprises move AI agents from experimental prototypes into production, data and platform teams are…

1 day ago