For AI, 2026 Will Be the Year of Constrained Autonomy

For AI, 2026 Will Be the Year of Constrained Autonomy

By Dan Jaye, CTO Five Things I Think I Think: AI in 2026 For the past year, we’ve watched the AI industry do what it does best: build first, ask permission later. The demos were stunning. The pitch decks were beautiful. And the failures were sometimes...
2025: The Year AI (Occasionally) Slipped on the Banana Peel

2025: The Year AI (Occasionally) Slipped on the Banana Peel

By Dan Jaye, CTO I like AI and recognize its promise. I’ve spent most of my career building systems that assume computers can help humans do smarter things at better speed and scale. But 2025 was the year AI stopped being merely “promising” and started being …...
When Structured Data Becomes Unruly

When Structured Data Becomes Unruly

By Dan Jaye, CTO There’s a common assumption in technical circles: if data starts out structured, then SQL and well-designed schemas should be enough to unlock its value. Embeddings, NLP, and other unstructured techniques are seen as tools for text, images, or...
Containerized RTB and How It Shifts the Programmatic Space

Containerized RTB and How It Shifts the Programmatic Space

By Dan Jaye, CTO The Google AdEx privacy settlement and its introduction of RTB Control made one thing clear: identity enforcement is moving into the core pipes of programmatic. When consumers can opt out and strip identifiers at the auction level, the open bidstream...