LLM Development

Building with large language models

admin May 08, 2026 2 min read

CyberSecQwen-4B: The Case for Small, Specialized AI Models in Cybersecurity

Discover why compact, locally-runnable AI models might be the future of defensive cybersecurity, offering specialized capabilities without the overhead of massive general-purpose systems.

LLM Development

admin May 07, 2026 3 min read

Solving GPU Scarcity: Your Guide to Securing Short-Term GPU Capacity for AI Workloads

Learn how to overcome GPU capacity limitations with EC2 Capacity Blocks and SageMaker training plans - two powerful solutions that can save you 40-75% while guaranteeing access to scarce GPU resources.

LLM Development

admin May 07, 2026 2 min read

vLLM V0 to V1: A Major Leap Forward in AI Model Serving

The evolution from vLLM V0 to V1 represents a significant milestone in AI infrastructure, prioritizing correctness and reliability in reinforcement learning applications.

LLM Development

admin May 06, 2026 3 min read

From GPUs to AWS Inferentia2: How Furbo Pet Camera Slashed AI Inference Costs Without Sacrificing Performance

Discover how pet-tech startup Tomofun migrated their vision-language models from expensive GPU instances to cost-effective AWS Inferentia2 chips while maintaining real-time pet behavior detection accuracy.

LLM Development

admin May 06, 2026 1 min read

Combating Gaming in AI Benchmarks: How Hugging Face is Protecting Open ASR Evaluation

Discover how the AI community is fighting back against benchmark manipulation and why private test sets are becoming crucial for fair AI model evaluation.

LLM Development

admin May 05, 2026 3 min read

From Hours to Minutes: How Hapag-Lloyd Built an AI-Powered Customer Feedback Analysis System with Amazon Bedrock

Discover how a global shipping company transformed their manual, time-consuming feedback analysis process into an automated AI system that delivers actionable insights in real-time.

LLM Development

admin May 04, 2026 3 min read

From Prompt to Dashboard in Minutes: How Amazon QuickSight's AI Transforms BI Creation

Amazon QuickSight's new generative AI feature turns natural language descriptions into complete multi-sheet dashboards, reducing creation time from hours to just minutes.

LLM Development

admin May 02, 2026 3 min read

From Months to Days: How AWS Transform Automates Your BI Migration to Amazon QuickSight

Discover how AWS Transform's AI-powered agents can accelerate your Business Intelligence migration from legacy tools like Tableau and Power BI to Amazon QuickSight, reducing timelines from months to just days.

LLM Development

admin May 01, 2026 4 min read

Mastering LLM-as-a-Judge: A Complete Guide to Reinforcement Fine-Tuning for Better AI Models

Discover how to transform your AI models using LLM-as-a-judge for reinforcement fine-tuning, moving beyond manual labeling to create more aligned, trustworthy, and contextually aware language models.

LLM Development

admin April 30, 2026 3 min read

How PwC's AI-Driven Contract Analysis Cut Manual Review Time by 90%

Discover how PwC's AIDA solution leverages AWS and large language models to transform contract analysis, reducing manual review time by up to 90% through intelligent extraction and natural language querying.

LLM Development

LLM Development

CyberSecQwen-4B: The Case for Small, Specialized AI Models in Cybersecurity

Solving GPU Scarcity: Your Guide to Securing Short-Term GPU Capacity for AI Workloads

vLLM V0 to V1: A Major Leap Forward in AI Model Serving

From GPUs to AWS Inferentia2: How Furbo Pet Camera Slashed AI Inference Costs Without Sacrificing Performance

Combating Gaming in AI Benchmarks: How Hugging Face is Protecting Open ASR Evaluation

From Hours to Minutes: How Hapag-Lloyd Built an AI-Powered Customer Feedback Analysis System with Amazon Bedrock

From Prompt to Dashboard in Minutes: How Amazon QuickSight's AI Transforms BI Creation

From Months to Days: How AWS Transform Automates Your BI Migration to Amazon QuickSight

Mastering LLM-as-a-Judge: A Complete Guide to Reinforcement Fine-Tuning for Better AI Models

How PwC's AI-Driven Contract Analysis Cut Manual Review Time by 90%

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