9 articles
Cloudflare announces Client-Side Security using a GNN+LLM cascading classifier to detect malicious JavaScript with fewer false positives.
This post explains how Dropbox Dash trains its search ranking model by combining small-scale human labeling with LLM-generated relevance judgments to produce training data at scale.
Spotify introduces a multi-agent AI architecture to unify advertising media planning across Direct, Self-Serve, and Programmatic buying channels.
This article explores low-bit inference techniques that make large AI models faster and more cost-efficient to serve in production.
Spotify explains why they maintain separate tech stacks for personalization and experimentation rather than combining them into one system.
Dropbox Dash built a custom hybrid feature store to power real-time AI ranking across tens of thousands of work documents.
Dropbox Dash evolved from a traditional RAG-based enterprise search into an agentic AI system, requiring a new discipline called context engineering to manage what information models receive.
Dropbox has acquired AI startup Mobius Labs and is integrating their multimodal AI models, called Aana, into Dropbox Dash to enable deeper understanding of rich media content.
This post outlines Dropbox's systematic evaluation framework for conversational AI, developed while building Dropbox Dash.
Cloudflare
Spotify