#AI Product Development

Atul Ramachandran: Why Chat and Citations Alone Won't Save Your Vertical AI

Atul Ramachandran, CTO and Co-founder of Filed, argues that traditional chat and citation interfaces hinder vertical AI's promise, advocating for agentic delegation and new success metrics.

The Pragmatic Pivot: Why Anthropic Champions Skills Over Agents