Posts published by “Seth Dobrin”

Seth Dobrin is the cofounder and CEO of ARYA Labs and the former global chief AI officer of IBM.

Why Gen AI Can’t Be Trusted in Regulated Industries – and What Comes Next

By Seth Dobrin on July 22, 2026

An opinion piece by the cofounder and CEO of ARYA Labs and former global chief AI officer of IBM

The Gap Between ML Research and Deployment: What Actually Breaks
By Disha Patel on June 23, 2026
An opinion piece by a software engineer and machine learning researcher at Apple (views are her own)
A Novel AI Model That Makes Instant, Expert-level Decisions Without Heavy Computation
By Josiah Kiok on April 23, 2026
It is 100x faster than other agents and performs at nearly a human expert level - while minimizing costs.
Agents of Chaos: A New Category of Enterprise AI Risk
By Natalie Shapira, Chris Wendler, Avery Yen and others on April 2, 2026
Researchers from some of the world's best universities believe AI agents are not ready to be deployed in the real world.
The Often Missing Skill in the AI Boom
By Deborah Yao on March 20, 2026
Metacognition is key to enhancing employee creativity, which leads to long-term competitive advantage.