- Greg Brockman said software is getting so cheap that reliable, secure software is what is left to value. He argued security spending should vastly outstrip software spending.
- He said he may be wrong, and he is president of a company that offers its models to defenders. The excerpts reviewed did not say how to price failure.
Greg Brockman, president and co-founder of OpenAI, argued that software is getting so cheap to make that trust becomes the thing worth paying for. He made the case on the No Priors podcast, in an episode published on October 15, 2026. His conclusion was that security spending should grow past software spending.
What was said
Brockman described a world where software is turning into the barrier to entry, because it is becoming very cheap. In that world, he said, buyers want "software that is reliable, that is secure, that you can believe in."
He then put the budget view this way: "cyber spend, security spend, should actually vastly outstrip software spend." He said he might not be right.
His reasoning started with history. He said the internet was built for resilience, with security added afterwards. That leaves old weakness in code, which he called tech debt.
AI, he argued, lets companies pay that debt down. Formal verification, which means mathematically proving a program has a safe property, was possible but took too much work. He said models could change that. At OpenAI, he said, each new model gets applied to the company's own systems to find vulnerabilities.
The talk also covered supply chains. A speaker on the show noted that few companies audit theirs, so one malicious package can hit many of them.
Why it matters
Our reading: the budget question moves from what a team can build to what it can prove. If building is cheap, a bigger share of the effort goes to checking the code and the packages it depends on.
The conversation also touched on the familiar picture of world infrastructure resting on one open source maintainer. A speaker said it never made sense, and tied it to how hard reliable software used to be to write. Buyers can ask who audits their supply chain, and what that costs.
The other side
Brockman allowed that he may be wrong. The host flagged the idea as a bold claim in the episode introduction. In the excerpts reviewed, he gave no figure for the right share of budget.
He is also president of a company that offers its frontier models to defenders. The excerpts describe its Daybreak access program and a billion-dollar commitment. That makes him an interested party, not a neutral observer.
The excerpts reviewed do not say how failure should be priced or who pays when software breaks. They also do not show how small teams would afford the checking he described.
Written by the WebPulse Newsroom with AI assistance, and checked by our editorial review: every quotation was verified against the recording's transcript. How we use AI.
The conversation this talking point comes from
- No Priors: The Changing Physics of Cybersecurity and Drug Development with OpenAI President Greg Brockman (2026-10-15)
