ai/ml

Connect Amazon Bedrock agents to cross-account knowledge bases

Organizations need seamless access to their structured data repositories to power intelligent AI agents. However, when these resources span multiple…

12 months ago

Easy AI workflow automation: Deploy n8n on Cloud Run

n8n is a powerful yet easy-to-use workflow and automation tool for multi-step AI agents, and many teams want a simple,…

12 months ago

How does AI work?

TL;DR: Artificial Intelligence learns patterns from data and uses them to make predictions, generate content, or solve problems. Generative AI,…

1 year ago

PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech

Text Normalization (TN) is a key preprocessing step in Text-to-Speech (TTS) systems, converting written forms into their canonical spoken equivalents.…

1 year ago

Transform your MCP architecture: Unite MCP servers through AgentCore Gateway

As AI agents are adopted at scale, developer teams can create dozens to hundreds of specialized Model Context Protocol (MCP)…

1 year ago

From silicon to softmax: Inside the Ironwood AI stack

As machine learning models continue to scale, a specialized, co-designed hardware and software stack is no longer optional, it’s critical.…

1 year ago

How Amazon Search increased ML training twofold using AWS Batch for Amazon SageMaker Training jobs

In this post, we show you how Amazon Search optimized GPU instance utilization by leveraging AWS Batch for SageMaker Training…

1 year ago

Build software sustainably in the AI era

Artificial intelligence is reshaping our world – accelerating discovery, optimising systems, and unlocking new possibilities across every sector. But with…

1 year ago

Adapting Self-Supervised Representations as a Latent Space for Efficient Generation

We introduce Representation Tokenizer (RepTok), a generative modeling framework that represents an image using a single continuous latent token obtained…

1 year ago

Supercharging the ML and AI Development Experience at Netflix

Supercharging the ML and AI Development Experience at Netflix with MetaflowShashank Srikanth, Romain CledatMetaflow — a framework we started and open-sourced in 2019 — now powers…

1 year ago