AI Tech & Automation Blog

Build a drug discovery research assistant using Strands Agents and Amazon Bedrock

Jul 29, 2025

9 min

Build a drug discovery research assistant using Strands Agents and Amazon Bedrock

Drug discovery is a complex, time-intensive process that requires researchers to navigate vast amounts of scientific literature, clinical trial data, and molecu

Understanding Calendar mode for Dynamic Workload Scheduler: Reserve ML GPUs and TPUs

Jul 29, 2025

3 min

Understanding Calendar mode for Dynamic Workload Scheduler: Reserve ML GPUs and TPUs

Organizations need ML compute resources that can accommodate bursty peaks and periodic troughs. That means the consumption models for AI infrastructure need to

Build an intelligent eDiscovery solution using Amazon Bedrock Agents

Jul 26, 2025

11 min

Build an intelligent eDiscovery solution using Amazon Bedrock Agents

Legal teams spend bulk of their time manually reviewing documents during eDiscovery. This process involves analyzing electronically stored information across em

Your guide to taking an open model from discovery to a production-ready endpoint on Vertex AI

Jul 26, 2025

7 min

Your guide to taking an open model from discovery to a production-ready endpoint on Vertex AI

Developers building with gen AI are increasingly drawn to open models for their power and flexibility. But customizing and deploying them can be a huge challeng

Boost cold-start recommendations with vLLM on AWS Trainium

Jul 25, 2025

11 min

Boost cold-start recommendations with vLLM on AWS Trainium

Cold start in recommendation systems goes beyond just new user or new item problems—it’s the complete absence of personalized signals at launch. When someone fi

New Cluster Director features: Simplified GUI, managed Slurm, advanced observability

Jul 25, 2025

4 min

New Cluster Director features: Simplified GUI, managed Slurm, advanced observability

In April, we released Cluster Director, a unified management plane that makes deploying and managing large-scale AI infrastructure simpler and more intuitive th

Customize Amazon Nova in Amazon SageMaker AI using Direct Preference Optimization

Jul 24, 2025

19 min

Customize Amazon Nova in Amazon SageMaker AI using Direct Preference Optimization

At the AWS Summit in New York City , we introduced a comprehensive suite of model customization capabilities for Amazon Nova foundation models. Available as rea

25+ top gen AI how-to guides for enterprise

Jul 23, 2025

6 min

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, multi-agentic systems, it’s easy to feel overwhelmed

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

Jul 23, 2025

12 min

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 to boost gene

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

Jul 22, 2025

23 min

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 int

The Gory Details of Finetuning SDXL and Wasting $16k

Jul 22, 2025

33 min

The Gory Details of Finetuning SDXL and Wasting $16k

Details on how the big diffusion model finetunes are trained is scarce, so just like with version 1 , and version 2 of my model bigASP, I'm sharing all the deta

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

Jul 19, 2025

10 min

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 t

How to enable Secure Boot for your AI workloads

Jul 19, 2025

6 min

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 from the very

Cloud CISO Perspectives: Our Big Sleep agent makes a big leap, and other AI news

Jul 18, 2025

9 min

Cloud CISO Perspectives: Our Big Sleep agent makes a big leap, and other AI news

Welcome to the first Cloud CISO Perspectives for July 2025. Today, Sandra Joyce, vice president, Google Threat Intelligence, talks about an incredible milestone

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

Jul 18, 2025

20 min

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. For

Accenture scales video analysis with Amazon Nova and Amazon Bedrock Agents

Jul 17, 2025

11 min

Accenture scales video analysis with Amazon Nova and Amazon Bedrock Agents

This post was written with Ilan Geller, Kamal Mannar, Debasmita Ghosh, and Nakul Aggarwal of Accenture. Video highlights offer a powerful way to boost audience

Build with more flexibility: New open models arrive in the Vertex AI Model Garden

Jul 17, 2025

4 min

Build with more flexibility: New open models arrive in the Vertex AI Model Garden

In our ongoing effort to provide businesses with the flexibility and choice needed to build innovative AI applications, we are expanding the catalog of open mod

Amazon Bedrock Knowledge Bases now supports Amazon OpenSearch Service Managed Cluster as vector store

Jul 16, 2025

32 min

Amazon Bedrock Knowledge Bases now supports Amazon OpenSearch Service Managed Cluster as vector store

Amazon Bedrock Knowledge Bases has extended its vector store options by enabling support for Amazon OpenSearch Service managed clusters, further strengthening i

Behind the Streams: Live at Netflix. Part 1

Jul 16, 2025

11 min

Behind the Streams: Live at Netflix. Part 1

Behind the Streams: Three Years Of Live at Netflix. Part 1. By Sergey Fedorov , Chris Pham , Flavio Ribeiro , Chris Newton , and Wei Wei Many great ideas at Net

How to enable real time semantic search and RAG applications with Dataflow ML

Jul 16, 2025

6 min

How to enable real time semantic search and RAG applications with Dataflow ML

Embeddings are a cornerstone of modern semantic search and Retrieval Augmented Generation (RAG) applications . In short, they enable applications to understand

18 19 20 21 22

Featured Products

-20h

Free QR Code Generator

$100

Production-ready developer kit for building customizable, high-quality QR code generation apps with support for multiple data types, branding options, and real-time previews—all in Next.js 15. Client-side only, no backend required.

-25h

MigrateCMS Tool

$330

Production-ready developer kit for building browser-based CMS migration apps. Converts WordPress, Shopify, Wix, Squarespace, and Webflow exports to SEO-optimized MDX for Next.js—preserving rankings while stripping bloat.

-50h

MixPHD.com

$33000

Developer kit for building browser-based drink recipe discovery and exploration apps with curated cocktails, detailed mix instructions, and serving recommendations. Build clean, fast, extensible discovery tools for mixologists.

Browse All Products

Looking to Accelerate AI Projects?

Let's chat about your vision and projects!

Contact Pantaleone