ai/ml

Beyond accelerators: Lessons from building foundation models on AWS with Japan’s GENIAC program

In 2024, the Ministry of Economy, Trade and Industry (METI) launched the Generative AI Accelerator Challenge (GENIAC)—a Japanese national program…

4 weeks ago

25+ top gen AI how-to guides for enterprise

The best way to learn AI is by building. From finding quick ways to deploy open models to building complex,…

4 weeks ago

Advanced version of Gemini with Deep Think officially achieves gold-medal standard at the International Mathematical Olympiad

Our advanced model officially achieved a gold-medal level performance on problems from the International Mathematical Olympiad (IMO), the world’s most…

4 weeks ago

On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization

The ever-increasing parameter counts of deep learning models necessitate effective compression techniques for deployment on resource-constrained devices. This paper explores…

4 weeks ago

Build an AI-powered automated summarization system with Amazon Bedrock and Amazon Transcribe using Terraform

Extracting meaningful insights from unstructured data presents significant challenges for many organizations. Meeting recordings, customer interactions, and interviews contain invaluable…

4 weeks ago

Language Models Improve When Pretraining Data Matches Target Tasks

Every data selection method inherently has a target. In practice, these targets often emerge implicitly through benchmark-driven iteration: researchers develop…

4 weeks ago

Build real-time travel recommendations using AI agents on Amazon Bedrock

Generative AI is transforming how businesses deliver personalized experiences across industries, including travel and hospitality. Travel agents are enhancing their…

4 weeks ago

How to enable Secure Boot for your AI workloads

As organizations race to deploy powerful GPU-accelerated workloads, they might overlook a foundational step: ensuring the integrity of the system…

4 weeks ago

Apple Intelligence Foundation Language Models Tech Report 2025

We introduce two multilingual, multimodal foundation language models that power Apple Intelligence features across Apple devices and services: (i) a…

4 weeks ago

Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI

Evaluating the performance of large language models (LLMs) goes beyond statistical metrics like perplexity or bilingual evaluation understudy (BLEU) scores.…

4 weeks ago