Why Sam Altman is against a single superintelligence

Sam Altman, CEO of OpenAI, joins John to break down how models uncovered critical PHP vulnerabilities, why test-time compute unlocks massive agent swarms, and OpenAI's internal experiments proving complex math problems like Navier-Stokes. He also shares why sandboxing superhuman models is an unsolved safety dilemma, how robotics will scale future gigawatt data centers, and why businesses must adapt as personal agents replace traditional web forms and mobile apps.

Timestamps

(00:00:00) Introduction

(00:00:12) PHP week
(00:02:37) Internet early days

(00:07:33) Cyber Blue

(00:08:54) Sandboxing

(00:15:47) Math

(00:23:12) Agent swarms

(00:24:48) Stripe Atlas

(00:25:17) Compute

(00:37:53) Revenue per gigawatt

(00:49:27) Token pricing is fake