Evaluating AI Agents: A Comprehensive Guide to Reliable Assessment
This post was co-authored with Karan Singh, Head of Partnerships at LangChain.
Understanding the Challenges of...
Comprehensive Observability for Large Language Models in Production with Amazon SageMaker AI Inference
Understanding the Importance of Observability in LLM Deployment
Two Dimensions of LLM Observability:...
Building an Azerbaijani Language Model: Optimizing Training with Open Source Tools and AWS
Acknowledgments
Introduction to the Challenge
Solution Overview
Stage 1: Tokenizer Development
Stage 2: Continued Pre-training (CPT)
Stage...
Integrating Workforce Intelligence with Agentic AI: A Unified Approach for Informed Decision-Making
Seamless Collaboration Between Visier Workforce Intelligence and Amazon Quick
Overview of the Integration Capabilities
Benefits...
Exposing NATO Vulnerabilities: The €5 Tracker Incident on HNLMS Evertsen
How the Experiment Worked
Why This Is a Bigger Problem Than It Sounds
The Crowdsourced Tracking Problem
What...
Building a Scalable Audio Transcription Pipeline with NVIDIA Parakeet and AWS
Overview
In this guide, we explore an efficient and cost-effective solution for audio transcription using...
Understanding the Quota Exhaustion Issue on Anthropic's Pro Max 5x Plan
The Report That Started the Conversation
The Cache Token Problem
What “Moderate Usage” Actually Means Here
Why...
Announcing G7e Instances: Next-Generation GPU-Accelerated Inference on Amazon SageMaker AI
Unlocking Enhanced Performance and Cost-Effectiveness for Generative AI Workloads
Key Features and Benefits of G7e Instances
Comparative...
Jensen Huang's Heated Debate on AI Chip Exports: A Deep Dive into the U.S.-China Tech Rivalry
What Set Huang Off
Huang’s Core Argument
Where the Logic Gets...
Balancing Accuracy, Cost, and Latency in Video Semantic Search: Model Distillation Techniques on AWS
Introduction to Video Semantic Search Optimization
Overview of Model Distillation on Amazon...
Understanding the 2026 WordPress Plugin Supply Chain Attack: A Trust Architecture Crisis
What Actually Happened
The Part the Headlines Keep Burying
Why Eight Months Is the Actual...