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Tagged articles

governance framework

4 articles · Page 1 of 1
Data Party THU
Data Party THU
Jun 20, 2026 · Artificial Intelligence

Can Large Language Models Fall into a Silent Spiral? Uncovering AI Opinion Monopoly and Governance Solutions

This article examines how large language models can autonomously generate a digital “silence spiral,” suppressing minority viewpoints and creating opinion monopolies, outlines empirical evidence from recent ACL and arXiv studies, and proposes a three‑dimensional governance framework spanning technical, regulatory, and research interventions.

Large Language ModelsRAGgovernance framework
0 likes · 17 min read
Can Large Language Models Fall into a Silent Spiral? Uncovering AI Opinion Monopoly and Governance Solutions
PaperAgent
PaperAgent
Apr 6, 2026 · Artificial Intelligence

Unlock AI Agents’ “Aha Moments” with AutoHarness – A Lightweight Governance Framework

This article introduces AutoHarness, an open‑source lightweight governance framework that gives AI agents their critical “aha moment” by handling context, tool governance, cost, observability, and session persistence, and provides a concise installation guide, code examples, and a six‑step pipeline architecture.

AutoHarnessLLMPython
0 likes · 4 min read
Unlock AI Agents’ “Aha Moments” with AutoHarness – A Lightweight Governance Framework
Data Thinking Notes
Data Thinking Notes
Apr 5, 2023 · Big Data

Mastering Data Governance: From Challenges to End‑to‑End Solutions

This article explores the key problems data governance aims to solve, outlines a comprehensive governance framework, and details practical implementation steps—including tool integration, metadata management, lake‑in and lake‑out processes, and governance policies—to achieve a closed‑loop, value‑driven data ecosystem.

Big DataData GovernanceData Lake
0 likes · 13 min read
Mastering Data Governance: From Challenges to End‑to‑End Solutions
DataFunSummit
DataFunSummit
Mar 1, 2023 · Big Data

Data Governance: Challenges, Framework, and Implementation Practices

This article explains the problems that data governance addresses, outlines a comprehensive governance framework—including system architecture, processes, and policies—and describes practical implementation steps such as integrated tooling, standardized modeling, metadata management, lake‑in and lake‑out governance, and organizational structures for sustainable data management.

Big Datagovernance frameworkmetadata management
0 likes · 12 min read
Data Governance: Challenges, Framework, and Implementation Practices