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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,…

3 months 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.…

3 months 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)…

3 months 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.…

3 months 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…

3 months 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…

3 months 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…

3 months 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…

3 months ago

Iterate faster with Amazon Bedrock AgentCore Runtime direct code deployment

Amazon Bedrock AgentCore is an agentic platform for building, deploying, and operating effective agents securely at scale. Amazon Bedrock AgentCore…

3 months ago

Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors

AI policy sets boundaries on acceptable behavior for AI models, but this is challenging in the context of large language…

4 months ago