Articles
Guides and analysis on news42.hu
Twelve in-depth articles by Zoltán Varga. Each one answers a single question, starting with the short answer.
The 'What We Know' Synthesis: Anatomy of a Digest Item
A synthesis goes beyond condensing text; it maps claims, identifies disputes, and adds context that a simple summary cannot provide.
Framing Comparison: How Outlets Tell the Same Story Differently
A practical method for analyzing how different outlets select and emphasize facts to shape public understanding of the same event.
How to Measure Whether an AI News Summary Is Accurate
Fluent text does not equal truth; here is the step-by-step method to verify machine-curated news against source material.
Preventing Unsupported Claims in AI Summaries: A Checklist
A practical guide to ensuring every sentence in an AI summary traces back to a specific source passage.
Does AI Slop Make Curated News Digests More Valuable?
As machine-generated content floods the web, human-led synthesis becomes the only reliable filter for truth.
How Ranking Algorithms Shape the News You See
A technical look at how ranking systems filter content and why transparent editorial ordering offers a different path for news consumption.
Building a Living Story Timeline for Ongoing News
A practical guide to structuring evolving narratives so readers see exactly what changed since their last visit.
EU DMA and AI Search: What Changes for News Discovery
The Digital Markets Act forces Google to share search data with rivals, altering how readers find and verify news in an AI-driven era.
Media Intelligence Glossary: Salience, Framing, Attention Decay
A practical guide to the analytical vocabulary used in AI-assisted media monitoring and news synthesis.
What a Good Daily Digest Item Contains: A Checklist
A practical checklist for editors and AI systems to ensure every digest item meets standards for accuracy, transparency, and utility.
Knowledge Commons and AI: Why Digests Still Need Background Sources
AI models rely on volunteer knowledge bases that are shrinking; effective digests must verify context against primary sources rather than secondary summaries.
News42 Digest: How Stories Are Selected and Verified
An explanation of the selection logic, multi-source synthesis, and editorial oversight behind the upcoming machine-curated news service.