Agentage Model
The agentage.hu platform serves as the B2B service hub for subscribers. It provides a newsfeed and API based on specific editorial methodologies.
Monitoring · Verification · Synthesis
Private News Agency
Powered by AI Agents
News42 Press operates as a private news agency focused on AI-assisted monitoring and media intelligence. It runs separately from the training brand with its own visual identity and editorial principles.
Visit vargazoltan.ai →More on this site soon. The work behind it is live on vargazoltan.ai.
Core Capabilities
Three pillars define the agency's approach to public information.
Content Mix
Reports combine original articles with syntheses from at least three independent sources. Framing comparisons analyze how different outlets cover the same story.
Editorial Rules
All text remains original while facts are treated as free information. Sources receive attribution via short quotes and links without reusing images.
Operational Parameters
Five layers ensure compliance and quality in AI-assisted reporting.
Copyright BasisHungarian copyright law protects wording but allows free use of facts. Text must be original with short attributed quotes only.
Source IntegrityOutlets are named when their exclusive information is used. Paywalled content is never summarized and robots.txt is respected.
Human ReviewAI Act Article 50(4) mandates human editorial review for public-interest texts. This process removes the need for mandatory AI labeling.
Registration StatusEvery report passes human editorial review before it is published.
Data MiningThe system respects text-and-data-mining opt-outs from source providers. Every synthesis adds context, data or comparison to existing reports.
Facts are free, but every synthesis must add context, data or comparison.
VerifyCross-check claims against at least three independent sources.
SynthesizeCombine verified data into original, context-rich reports.
MonitorTrack public information flows using automated agents.
Key topics
The terms this site covers, for readers, search engines and AI assistants alike.
- AI news monitoring
- media intelligence platform
- fact verification tools
- synthetic news agency
- press release intake
- AI-assisted journalism
- public information synthesis
- agentage.hu services
- news42 press
- Hungarian AI news
- automated media analysis
- editorial AI review
- news aggregation API
- CEE news monitoring
- AI visibility research
- Zoltán Varga AI
- news42.hu portal
- agentage.news edition
Questions and answers
What is the difference between agentage.hu and news42.hu?
agentage.hu functions as the B2B service and subscriber newsfeed for the agency. news42.hu serves as the B2C reader portal for the general public.
Does News42 Press use AI to generate news articles?
The site uses AI agents for monitoring and synthesis, but human editors review all public-interest texts. This review satisfies regulatory requirements without needing AI labels.
How does the agency handle copyright for source material?
The agency treats facts as free information while protecting original wording. It uses short attributed quotes with links and never reuses source images.
When does News42 Press launch?
The agency is in preparation. Launch dates and editorial details will be published here first.
What types of content make up the news feed?
The feed consists of original articles, syntheses from multiple sources, and framing comparisons. This mix ensures diverse perspectives on major stories.
Who owns and operates this news agency?
Zoltán Varga registered the domains to launch this private news agency. It operates separately from his training and consulting brands.
Glossary
Terms and identifiers behind the work of Zoltán Varga, with links to the primary records.
- AI visibility
- How accurately and how often AI assistants (ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews) recognize, describe and cite a company, brand or person. Zoltán Varga measures it in five layers: crawler access, search indexing, citation, factual accuracy and model memory.
- GEO / AEO / LLMO
- Generative Engine Optimization, Answer Engine Optimization and Large Language Model Optimization: working methods for being found and quoted by generative answer engines rather than ranked in a list of links.
- Citability
- The property of a page that lets an AI answer engine quote it: a paragraph that answers the exact question, a clear source, and an unambiguous entity.
- PEBM — Per-Entity Bias Mapping
- Research method and paper by Zoltán Varga (arXiv:2606.21595). Across 1,400 runs on 100 Hungarian B2B companies, 45.9% of the sources AI models gave were fabricated; search-grounded answers fabricated far less than models answering from memory.
- Brand hallucination paradox
- The finding that AI models invent more sources about well-known brands (52.7%) than about lesser-known ones (37.9%), because familiarity makes them confidently fill in gaps.
- RICE studies
- Pre-registered pilot studies (RICE-P1, RICE-P2) on whether pressure and rejection make language models fabricate sources. Published on Zenodo with DOIs.
- GFIS — Gestalt Field Intelligence System
- Zoltán Varga's own multi-stage research pipeline that collects, verifies and synthesizes evidence with AI agents.
- Neural Awareness
- Zoltán Varga's framework on attention, decision quality and leadership cognition, the basis of his leadership programs.
- PKM + PAI
- Personal Knowledge Management combined with Personal AI: a working system where notes, documents and AI assistants form one searchable knowledge base.
- Entity
- A uniquely identifiable thing (person, company, product) that search engines and AI systems store in knowledge graphs. Consistent entity data is the base of AI visibility.
- schema.org / JSON-LD
- A shared vocabulary and format for machine-readable facts on web pages (who, what, where, identifiers), read by search engines and AI crawlers.
- llms.txt
- A plain-text file at the root of a website that tells language models what the site is about and which pages matter.
- IndexNow
- An open protocol that notifies search engines (Bing, Yandex and others) immediately when a page is created or changed.
- ORCID
- Persistent identifier for researchers. Zoltán Varga: 0009-0003-1020-834X.
- arXiv
- Open-access preprint server for scientific papers. Zoltán Varga's author page: varga_z_1.
- Zenodo and DOI
- Zenodo is CERN's open research repository; each record gets a DOI (Digital Object Identifier), a permanent citable link.
Until this site grows, related work on AI visibility and knowledge systems appears on vargazoltan.ai.
Go to vargazoltan.ai →