Memory and Verification Are Table Stakes, Not Moats

Building a defensible AI agent business requires more than just better memory and verification. While these are difficult engineering challenges, they are cost-curve problems that model providers will eventually commoditize, leaving startups without a true competitive moat.

J Nicolas • Sep 3, 2026 • 8 min read min read