# Analytical limits

> What the platform cannot know\, and the risk that stays with you\.

*Guides → Analytical models*

> **RISK STAYS WITH YOU** — Trading carries risk of loss\. Knarrion Pro does not promise outcomes and does not replace your own decision process\. Every automated action follows the settings you choose\, and you can pause it at any moment\.

## Known limits

- The service cannot see your broker\'s internal execution behaviour\, slippage model or spread policy\.
- Illiquid sessions and news windows degrade every structural reading\, including this one\.
- Historical description is not predictive strength\.
- An AI\-assisted summary can be fluent and still be wrong\; the invalidation level is the safeguard\.

## What we publish instead of promises

Operator\-reviewed weekly reviews are published on [Weekly performance](/weekly-performance)\. They are evidence for discussion\, not an offer\, a forecast\, or a claim about your results\.