AI Strategy9 min read

I Gave the Same 15 Sources to Three Different AI Models. They Found Completely Different Things

Different AI models find different things in the same documents. Here's what the research actually shows, and why model choice is a research methodology decision, not a feature checkbox.

Rosh Jayawardena

Mar 8, 2026

AI Strategy8 min read

The AI Verification Triage: What to Always Check, What to Spot-Check, and What to Trust

92% of users don't verify AI outputs. Here's a framework for knowing when that's fine and when it'll burn you

Rosh Jayawardena

Feb 13, 2026

Workflows

How to Structure Documents So AI Actually Understands Them

AI doesn't read documents like humans do. Here's how to structure your content so AI tools can actually find what you're looking for.

Rosh Jayawardena

Feb 11, 2026

How To9 min read

The 5-Step Workflow for Synthesising Research From Dozens of Sources

Most synthesis guides are built for academics writing literature reviews. Here's a workflow for knowledge workers who need to turn 20+ sources into a deliverable with a deadline.

Rosh Jayawardena

Feb 6, 2026

AI visibility, answer engines, and the future of brand discovery.

I Gave the Same 15 Sources to Three Different AI Models. They Found Completely Different Things

The AI Verification Triage: What to Always Check, What to Spot-Check, and What to Trust

How to Structure Documents So AI Actually Understands Them

The 5-Step Workflow for Synthesising Research From Dozens of Sources