Gradient Dissent

The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom

In this episode, Lukas Biewald explores the evolving AI ecosystem through a series of interviews with founders and CEOs of leading AI infrastructure and application companies, including Axiom, Rerun, Runway ML, Baseten, CoreWeave, Surge AI, Glean, DeepL, GitHub, and Cursor. The conversations highlight how better data tooling, specialized inference platforms, and new cloud models are unlocking real‑world, physical AI applications and accelerating progress toward more capable systems such as video AI and agentic tools. Guests share concrete strategies—like Rerun’s Entity Component System, Runway’s focused research team, CoreWeave’s “Neo Cloud,” and Surge’s re‑imagined data labeling—that address bottlenecks in scaling training, inference, and deployment. The episode underscores the $64 million bet Axiom’s CEO Carina Hong is making on an AI that must be correct, illustrating the high stakes of building trustworthy, production‑grade models.