GlossaryData and research quality

Source Verification

What source verification means when reading AI-generated research.

Plain-English definition

Source verification means checking whether a claim can be traced back to reliable underlying data or primary evidence.

Why it matters

It protects you from hallucinations, stale data, and unsupported leaps in reasoning.

Beginner example

If a report quotes margin or revenue numbers, you should know where those numbers came from and whether they are current.

Common misunderstanding

Verification is not distrust for its own sake. It is part of disciplined research.

In productCouncil ChatCommittee reportsPublic learn pages

Practice with Alpha Council

What should I verify first in this AI-generated analysis?

Not Financial Advice

This learn page is for education and research workflow guidance only. It explains concepts, metrics, and analysis steps used inside Alpha Council. It does not provide personalized investment advice, guaranteed outcomes, or automated trading instructions.