Ok, ai has increased the frequency and amount being found, but that is equally increased both for malicious and cybersec, so it essentially cancels out.
This is not what experts are saying.
https://therecord.media/ai-set-to-help-attackers-more-than-defenders
https://www.sophos.com/en-us/blog/why-incident-response-demand-will-grow-faster-than-expected
Throughout 2026, IBM X-Force observed a dramatic increase in publicly disclosed vulnerabilities across major software vendors, including Microsoft, Oracle, Google Chrome and Apache. While the causes behind this increase are difficult to quantify, recent advances in AI-assisted vulnerability research demonstrate how vulnerability discovery can now occur at unprecedented scale. In August 2026, Unit 42 published a report highlighting that its autonomous vulnerability discovery platform, NOVA, identified more than 14,000 previously undiscovered vulnerabilities across nearly 4,000 open-source projects in just two months. The question is no longer whether AI can help researchers find vulnerabilities, but whether AI is changing vulnerability discovery faster than organizations are prepared to manage the risk.
Vulnerability disclosures are up 578% in 2026 across major software vendors. Publicly disclosed CVEs across Microsoft, Oracle, Google Chrome and Apache increased from approximately 1,493 disclosures during January-September 2025 to more than 10,124 during the same period in 2026, representing roughly a 578% increase. The acceleration became most apparent in Q2 2026. Vulnerability disclosure volumes remained relatively stable through the first quarter before increasing sharply beginning in April and continuing through the summer months.
https://www.ibm.com/think/x-force/ai-vulnerability-discovery
Your head’s in the sand, friend.
October 2026 AI is drastically better at finding these holes compared to pre 2026 AI. Do you agree?
It seems like your main point is that the threat has not elevated. But the news from this week proves that is wrong, I feel.
I have had a fully public facing server for years with no issues.
To be fair, that was before AI was finding all these holes.
Your separation between VMs is exactly what I want to do. But given how I’m still rocking a single truenas machine running all my containers, I’ve got a quite a bit of setup to do… Like you said, rebuilding everything is a slog.