Methodology

CHRONOS runs a recurring master scan across every monitored domain. An alert is published only when a development crosses the publication threshold: a material change, not routine news.

Each alert may carry four headline scores (significance, confidence, market impact and global impact) plus domain-specific impact dimensions defined by the category.

Intelligence should be falsifiable.

CHRONOS does not only collect evidence that supports an interpretation. Each alert also attempts to document:

• negative evidence that weakens the thesis
• resilience and shock absorbers that could contain the impact
• confirmation signals that would strengthen it
• invalidation signals that would weaken it
• known uncertainty
• the specific evidence that would prove the interpretation wrong

An assessment that cannot be falsified is not published.

CHRONOS works to verify material information using credible sources and, when practical, cross-checks consequential claims against multiple independent or authoritative sources. Primary and official evidence is prioritized when available.

However, CHRONOS can make mistakes. Sources may be incomplete, outdated, incorrectly reported, misunderstood, later corrected, disputed, or wrong.

Automated analysis may misunderstand a source, miss important context, incorrectly connect events, misclassify information, overstate or understate significance, or produce an incorrect analytical conclusion.

Publication by CHRONOS does not guarantee that every fact, interpretation, score or conclusion is correct. Review the cited evidence and independently verify information before making consequential decisions.

When credible new evidence materially changes the factual record, or shows that CHRONOS was wrong or incomplete, CHRONOS may correct, update, resolve or retract an alert. Material revision history is preserved whenever technically available, so readers can distinguish earlier publications from later changes.

Multiple sources increase confidence but do not create certainty. Several publications may repeat the same original report or official statement, so source count alone is never treated as independent confirmation.

CHRONOS weighs source independence, primary evidence, authority, timeliness, corroboration, evidence quality and known uncertainty.

CHRONOS uses automated systems, including artificial intelligence, to assist with monitoring, source review, classification, summarization, comparison and analytical organization. Automated systems can make mistakes.

An alert is not represented as manually reviewed by a human unless that review actually occurred. Automated analysis does not transform a third-party claim into a CHRONOS-confirmed fact. Every alert is designed so readers can inspect its underlying sources and stated uncertainty.

Alerts keep a permanent address. Updates, resolutions and retractions are issued as numbered revisions; earlier revisions are never overwritten, and each alert page shows its revision history.