The AI answer sounded right. Then someone opened the source.
A convincing answer can still be wrong. A practical way to test citations, missing evidence and access permissions before an AI assistant joins everyday work.
REIT income: look past the headline yield
A distribution figure is only the start. Understand the properties, tenants, borrowing and purchase price behind a REIT’s income.
Shariah screening is a process, not a permanent label
A company’s activities and finances can change. Understand which screening framework is used, when it was applied and how ongoing reviews work.
SEBI’s Project Jagrook: three checks before acting on an investment tip
SEBI’s October investor-awareness announcement is a timely reason to pause before acting on a tip. Check the person, the product and the promise.
Private equity in 2026: show the operating plan behind the valuation
A higher exit valuation is an assumption. A credible investment case explains how the business will improve and who will deliver the work.
Your first AI project should solve a boring problem
Before building an AI assistant, pick one recurring task. Measure the effort, test real examples and count the time spent checking the result.