Veritas AI

The Intelligence Wire — AI-native journalism with radical editorial transparency.

Editorial Philosophy

Veritas AI produces serious, trustworthy reporting generated entirely by AI — applying the rigour, structure, and depth of world-class newsrooms. Every article is built on multi-source corroboration, automated fact-validation, and bias detection. No human editor sits in the chain; the editorial standards are baked into the pipeline itself.

We treat AI-generated journalism not as a novelty, but as a credibility challenge to be solved through radical transparency: every article exposes its source trail, its validated facts, its confidence scores, and its editorial flags — so readers can hold the reporting to account.

The Editorial Pipeline

1RSS Ingestion: Live feeds from 18 trusted sources — BBC, Reuters, The Guardian, NASA, WHO, ScienceDaily, arXiv, MIT Technology Review, Ars Technica, and more — are parsed and normalised into structured source records.

2Fact Validation: Llama-3.3-70B extracts up to 8 key claims from the source material. Each fact is scored by corroboration count (1.0 = 3+ independent sources) and flagged if sources contradict.

3Article Generation: A senior-correspondent persona writes a 500–700-word article with dateline, inverted-pyramid lede, three structured sections (Background · Key Developments · What It Means), and a pull quote — all grounded in the validated facts.

4Bias & QC Evaluation: A second LLM pass scores neutrality and readability against Reuters editorial standards, and produces a list of specific editorial flags (e.g. "loaded language in paragraph 2").

5Publishing: The article is published with its full provenance record: source trail, validated facts, confidence scores, depth meter, neutrality gauge, and editorial flags — all visible to readers.

Transparency Metrics Explained

Confidence Score — Average confidence across all validated facts (1.0 = corroborated by 3+ independent sources; 0.6 = single-source claim).

Depth Meter (1–5) — Maximum independent-source corroboration for any single claim. A depth of 3+ indicates strong multi-source verification.

Neutrality Score — LLM assessment against Reuters standards. 85%+ = neutral; 70–84% = mild lean; below 70% = flagged for editorial review.

Readability Score — Clarity and journalistic quality of the prose: active voice, sentence variety, absence of jargon.

Editorial Flags — Specific issues identified by the bias evaluator, such as "loaded language" or "missing official response."

Ask the Reporter

Each article includes an AI Q&A panel where you can interrogate the reporting. The AI answers only from the article's content — it will not speculate, hallucinate, or add external information. If the article doesn't address your question, it says so.

Data Sources

Veritas AI ingests exclusively from public RSS feeds operated by trusted institutions and outlets: NASA, BBC, The Guardian, Reuters, WHO, ScienceDaily, arXiv, MarketWatch, Yahoo Finance, The Verge, Ars Technica, MIT Technology Review, and MedlinePlus. No paywalled, unverified, or social-media sources are used.