Category: Technology - Page 4

Leona Whitcombe

IP Masking on Wikipedia: How Privacy Changes Affect Editors and Tools

Explore how IP masking on Wikipedia protects user privacy and its significant impact on the site's technical tools, bots, and community accountability.

Leona Whitcombe

Fact-Checking AI: How Wikipedia Works as a Truth Benchmark

Explore how Wikipedia serves as a critical benchmark for fact-checking AI, reducing hallucinations through RAG, knowledge graphs, and grounding techniques.

Leona Whitcombe

How Wikipedia Updates Its Code: A Guide to Tech Community Governance

Explore how Wikipedia manages its technical infrastructure and code deployments through a unique blend of open-source community governance and professional oversight.

Leona Whitcombe

Trust Frameworks for Online Knowledge: How We Verify Truth in the AI Era

Explore how trust frameworks, cryptographic proofs, and AI verification are redefining truth and accountability in the digital age to combat misinformation.

Leona Whitcombe

Wikidata for AI: How to Build Knowledge Graphs from Wikipedia

Learn how to use Wikidata to build knowledge graphs that eliminate AI hallucinations and provide a factual grounding for LLMs using SPARQL and Graph-RAG.

Leona Whitcombe

Handling PII and Data Privacy for Wikipedia Bots

Learn how to manage PII and data privacy when building Wikipedia bots, including GDPR compliance, PII scrubbing techniques, and secure logging strategies.

Leona Whitcombe

WMF Product Leadership Hires and Organizational Structure Analysis 2026

An exploration of Wikimedia Foundation's product leadership roles, organizational hierarchy, and the balance between volunteer input and staff decisions.

Leona Whitcombe

ORES Models and Machine Learning for Wikipedia Research Guide

Explore how ORES and Machine Learning improve Wikipedia research. Learn about model accuracy, bias, API access, and future trends in automated content moderation.

Leona Whitcombe

Open Source Contributions: Upstreaming MediaWiki Beyond Wikipedia

Learn how to upstream MediaWiki changes beyond Wikipedia. Understand the Gerrit workflow, setting up a dev environment, and navigating code reviews.

Leona Whitcombe

EventStreams and RecentChanges: Real‑Time Wikipedia Data Feeds

Understand the difference between EventStreams and RecentChanges for real-time Wikipedia data. Learn how to implement monitoring bots and analyze edit activity.

Leona Whitcombe

Mastering Wiki Templates and Transclusion: A Guide to Technical Infrastructure

Learn how Wiki templates and transclusion streamline content management. This guide covers MediaWiki parsing, performance tips, and avoiding recursion traps.

Leona Whitcombe

Open Source AI Collaborations: Partnerships Around Wikipedia Data

Explore how AI companies are partnering with Wikipedia in 2026. Learn about licensing, data quality, and ethical implications of using open source knowledge for machine learning.