ai/ml

Ontology-Driven Observability: Building an End-to-End Knowledge Graph at Netflix Scale

Prasanna Vijayanathan, Renzo Sanchez-SilvaWhen Jake Paul and Mike Tyson stepped into the ring in November 2024, we delivered the fight…

3 weeks ago

Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

The North Star Every organization racing to deploy AI agents faces the same reckoning: an agent that demos beautifully can…

3 weeks ago

Architecting autonomy: A design pattern for high-compute, governed agents in biotech

In production systems today, most AI agents operate as lightweight dispatchers. They parse a prompt, make an API call, retrieve…

3 weeks ago

Meta’s Muse Spark Open now available in Amazon SageMaker JumpStart

Muse Spark Open, Meta’s coding-optimized open-weight model, is now available in Amazon SageMaker JumpStart, the machine learning (ML) hub of…

3 weeks ago

What the Gemini agent means for startups

Small teams, short runway, and constant pressure to ship faster — it’s the reality we see every day among the…

3 weeks ago

The Design Space of Tri-Modal Masked Diffusion Models

Discrete diffusion models have emerged as strong alternatives to autoregressive language models, with recent work initializing and finetuning a base…

3 weeks ago

Integrating Netflix’s Foundation Model into Personalization applications

Authors: Divya Gadde, Ko-Jen Hsiao, Dhaval Patel and Moumita BhattacharyaThe motivation for building the Netflix Foundation Model for personalization was…

3 weeks ago

Build self-improving document processing using Amazon Bedrock AgentCore

IDC research shows that document-related challenges cost organizations $19,732 for each information worker annually and reduce productivity by 21.3 percent.…

3 weeks ago

Predictable AI spend in BigQuery: Introducing cost management for generative AI functions

The generative AI functions in BigQuery (AI.GENERATE, AI.IF, AI.CLASSIFY, AI.SCORE, and more) bring large language models (LLMs) directly into your…

3 weeks ago