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
Tag
#opinion
Posts tagged #opinion.
AI Strategy11 min read
I Tested 6 AI Research Approaches on the Same Project. Here's What Actually Worked
Stop comparing AI research tools by features. I tested six approaches on the same project and compared what actually matters: source handling, synthesis quality, citations, and workflow fit.
Rosh Jayawardena
Engineering8 min read
Gaslighting Your AI Into Better Results: What the Research Actually Shows
A Reddit post about telling Claude you work at a hospital went viral. Turns out there's actual research explaining why this works across all LLMs.
Rosh Jayawardena
Engineering8 min read
Microsoft Is So Worried About Claude Code, They're Testing It Against Copilot
Microsoft just told thousands of engineers to install Claude Code and compare it to Copilot. When you're running internal benchmarks against a competitor, you're not confident you're winning.
Rosh Jayawardena
AI Strategy8 min read
Your CEO Is Using Personal ChatGPT Too — The $8.1B Shadow AI Economy Nobody Talks About
Enterprise AI has a 5% success rate. Consumer tools hit 40%. No wonder employees are going rogue.
Rosh Jayawardena
Thought Leadership7 min read
Your Notes Are Everywhere. Your AI Forgets Everything. Now What?
Your knowledge is scattered across a dozen tools, and none of them talk to each other. The AI tools are supposed to help, but they forget everything the moment you close the tab.
Rosh Jayawardena