FAANG

Scaling Search Relevance: Augmenting App Store Ranking with LLM-Generated Judgments

Large-scale commercial search systems optimize for relevance to drive successful sessions that help users find what they are looking for.…

4 weeks ago

Learnings from COBOL modernization in the real world

There’s a lot of excitement right now about AI enabling mainframe application modernization. Boards are paying attention. CIOs are getting…

4 weeks ago

PayPal’s historically large data migration is the foundation for its gen AI innovation

With the dawn of the gen AI era, businesses are facing unprecedented opportunities for transformative products, demanding a strategic shift…

4 weeks ago

Constructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updates

Prior studies investigating the internal workings of LLMs have uncovered sparse subnetworks, often referred to as circuits, that are responsible…

4 weeks ago

Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

Organizations and individuals running multiple custom AI models, especially recent Mixture of Experts (MoE) model families, can face the challenge…

4 weeks ago

A developer’s guide to production-ready AI agents

Something has shifted in the developer community over the past year. AI agents have moved from "interesting research concept" to…

4 weeks ago

Closing the Gap Between Text and Speech Understanding in LLMs

Large Language Models (LLMs) can be adapted to extend their text capabilities to speech inputs. However, these speech-adapted LLMs consistently…

4 weeks ago

Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

Managing large photo collections presents significant challenges for organizations and individuals. Traditional approaches rely on manual tagging, basic metadata, and…

4 weeks ago

Apple Workshop on Reasoning and Planning 2025

Reasoning and planning are the bedrock of intelligent AI systems, enabling them to plan, interact, adapt, and ultimately, operate independently.…

4 weeks ago

MediaFM: The Multimodal AI Foundation for Media Understanding at Netflix

Avneesh Saluja, Santiago Castro, Bowei Yan, Ashish RastogiIntroductionNetflix’s core mission is to connect millions of members around the world with stories…

4 weeks ago