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Systemic risk

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The Wall Street Journal · 2026-10-23 2026-10-23-w3

AI Just Found a Bug That Puts up to 70% of the World's Websites at Risk

PHP2Shell puts a clock on the week's argument. Ryan Austin used GPT-5.6 Sol to take control of in-memory code in as few as a few dozen requests, in a bug class flagged decades ago and dismissed as too hard to exploit. The roughly ten-week embargo, from the Aug 11 call to the Oct 21 patch, broke on one Hacker News post, and a patch of close to 200 files now works as a blueprint. Finding was cheap for the researcher and the attacker alike; absorbing the fix across the long tail of unpatched servers is the slow part. For internet-facing open source, time-to-deploy is measured in hours, so mitigations have to ship before the diff does.

The Wall Street Journal 2026-10-23-1

AI Just Found a Bug That Puts up to 70% of the World's Websites at Risk

PHP2Shell had a patch ready and the exposure still sits with the long tail of unpatched PHP servers. Ryan Austin used GPT-5.6 Sol to take control of in-memory code in as few as a few dozen requests, in a bug class flagged decades ago and dismissed as too hard to exploit. The roughly ten-week embargo, from the Aug 11 call to the Oct 21 patch, broke on one Hacker News post. A patch of close to 200 files now doubles as a blueprint, so time-to-deploy is measured in hours.

Prof G Markets · 2026-10-16 2026-10-16-w3

Prof G Markets — Has Nvidia Become Too Big To Fail?

Hoffman's rescue test says the government would save Nvidia but not OpenAI, because a shared supplier is systemic and a substitutable lab is not. Nvidia has guaranteed more than $108B of data center leases and holds stakes in 13 public and 229 private AI companies, which is customer finance plus credit enhancement at a scale nobody has run before. On the equity side, about 8 cents of every S&P 500 dollar is Nvidia, set against $20-25T of index-linked money. That is the balance sheet behind Jensen's rentability pitch, and index holders are the residual bearers if it fails. A stress would likely show first as a sale of a liquid stake such as Intel, and with Firmus pulling its IPO and a $150B buyback announced last week, that headline would spook markets on its own.

Prof G Markets 2026-10-16-2

Prof G Markets — Has Nvidia Become Too Big To Fail?

Hoffman's rescue test says the government would save Nvidia but not OpenAI, because the shared supplier is systemic and the substitutable lab is not. Nvidia holds stakes in 13 public and 229 private AI companies and has guaranteed more than $108B of data center leases, on a stock that is about 8 cents of every S&P 500 dollar. This is the balance sheet behind Jensen's rentability pitch, and index holders are the residual bearers if it fails.