Notes from the studio
Writing
On memory over chat, grounding over guessing, and the engineering that makes AI dependable.
The Model Is the Easy Part
Swapping one frontier model for another barely changes what most AI can do. What changes it is the world model around the model — and whether you can prove it’s right.
Your Data Is Your AI: The Foundation Most Companies Get Wrong
48% of companies cite data quality as their top AI challenge. It's not a coincidence — it's the single biggest predictor of whether an AI initiative succeeds or fails.
Why Small and Mid-Sized Businesses Are AI's Biggest Winners
Large enterprises have procurement cycles, legacy systems, and change management nightmares. SMBs have none of that. Here's why that's a massive advantage.
The AI Agent Revolution: Why 2026 Is the Year Automation Gets Real
AI used to answer questions. Now it takes action. Here's what the shift to agentic AI means for your business — and why the window to get ahead is closing fast.