Tagged articles

data provenance

3 articles · Page 1 of 1

Jul 22, 2026 · Product Management

From Document Q&A to Reproducible Research: Gemini Notebook’s Computable Workspace

Gemini Notebook adds cloud code execution to its AI‑driven document reader, enabling a closed‑loop workflow where evidence, computation, and conclusions are linked, allowing analysts to audit, recompute, and collaborate on research while preserving data provenance and privacy.

AI notebooksGemini Notebookauditability

0 likes · 12 min read

From Document Q&A to Reproducible Research: Gemini Notebook’s Computable Workspace

Smart Workplace Lab

Jun 9, 2026 · Operations

When AI‑Generated Content Undermines Your Knowledge Base: A Three‑Step Synthetic Data Isolation Protocol

The article shows how unchecked AI‑generated entries can corrupt internal knowledge bases, explains the model‑collapse risk, and presents a three‑step protocol—source watermarking with confidence tags, weight‑degradation routing, and fact‑anchor verification—that cuts trust decay by 70% and speeds new‑employee onboarding by 40%.

AI governanceKnowledge BaseRAG

0 likes · 6 min read

When AI‑Generated Content Undermines Your Knowledge Base: A Three‑Step Synthetic Data Isolation Protocol

Beijing SF i-TECH City Technology Team

May 30, 2024 · Big Data

Data Lineage System Design and Implementation for Big Data Platforms

This article presents a comprehensive data lineage system (Data-Lineage) for big data platforms, addressing challenges in heterogeneous data sources, multiple execution engines, and complex dependencies through hook-based architecture and modular design.

Big Data ArchitectureSQL parsingdata lineage

0 likes · 12 min read

Data Lineage System Design and Implementation for Big Data Platforms