Designing Governed RAG on Data Products

Designing Governed RAG on Data Products

Building Privacy-Focused Local RAG Systems: Self-Hosted AI Solutions for Data-Sensitive Organizations

The article discusses Skald's approach to building a local RAG (Retrieval-Augmented Generation) system that prioritizes data privacy and sel

From Product Triage to Infrastructure: The Shift to Governance-by-Design in Data Architecture

The article discusses the shift in data governance from reactive compliance and product-level triage to a systemic, architectural approach c

Why AI Agents Should Query Existing Data Systems Instead of Building Vector Infrastructure

The article argues against the prevailing trend of building parallel AI-specific data infrastructure (vector databases, embedding pipelines,

Governance Primitive for Institutional AI Deployment: Addressing Authority Constraints in High-Stakes Systems

The article discusses the institutional trust problem in AI deployment, particularly why AI agents fail to gain adoption in high-stakes inst

Meta Superintelligence Labs' First Paper Focuses on Retrieval-Augmented Generation (RAG)

Meta Superintelligence Labs' first published paper focuses on Retrieval-Augmented Generation (RAG) rather than expected model layer innovati