ai/ml

Powering the next generation of agents with Google Cloud databases

For developers building AI applications, including custom agents and chatbots, the open-source Model Context Protocol (MCP) standard enables your innovations…

3 weeks ago

Models That Prove Their Own Correctness

How can we trust the correctness of a learned model on a particular input of interest? Model accuracy is typically…

3 weeks ago

Asynchronous Verified Semantic Caching for Tiered LLM Architectures

Large language models (LLMs) now sit in the critical path of search, assistance, and agentic workflows, making semantic caching essential…

3 weeks ago

A Small-Scale System for Autoregressive Program Synthesis Enabling Controlled Experimentation

What research can be pursued with small models trained to complete true programs? Typically, researchers study program synthesis via large…

3 weeks ago

Scaling LLM Post-Training at Netflix

Baolin Li, Lingyi Liu, Binh Tang, Shaojing LiIntroductionPre-training gives Large Language Models (LLMs) broad linguistic ability and general world knowledge, but…

3 weeks ago

Customize AI agent browsing with proxies, profiles, and extensions in Amazon Bedrock AgentCore Browser

AI agents that browse the web need more than basic page navigation. Our customers tell us they need agents that…

3 weeks ago

Mapping the Design Space of User Experience for Computer Use Agents

Large language model (LLM)-based computer use agents execute user commands by interacting with available UI elements, but little is known…

4 weeks ago

Introducing PFCS Forward

Introducing PFCS Forward: Extending IL5/IL6 Authorization from Cloud to EdgeIntegrated systems that solve meaningful problems for commanders and their warfighting requirements…

4 weeks ago

Automating RDS Postgres to Aurora Postgres Migration

Ram Srivasta Kannan, Wale Akintayo, Jay Bharadwaj, John Crimmins, Shengwei Wang, Zhitao ZhuIntroductionIn 2024, the Online Data Stores team at Netflix…

4 weeks ago

AI meets HR: Transforming talent acquisition with Amazon Bedrock

Organizations face significant challenges in making their recruitment processes more efficient while maintaining fair hiring practices. By using AI to…

4 weeks ago