Oct 1, 2026 · 33 min · 10 segments
The debate over AI alignment often centers on guardrails, model behavior, and whether increasingly capable systems could act in unexpected ways. But what does that conversation look like through a…
Greg OttoHost
Matt Kapko
Yeah, so this story erupted over the weekend, last weekend, as rumors started flying about widespread attacks involving zero-day vulnerabilities in Citrix Netscaler products.

The vendor has a long history of actively exploited vulnerabilities in its products.

This time, as Citrix has done previously, the company took days to confirm that the vulnerabilities even existed or that it was aware of active exploitation.

Researchers were scrambling on social media, chatting amongst themselves, trying to figure out what was going on with no official word from Citrix.



But yeah, very late and very rare for CISA to put out an alert of any sort or add something to a Kev catalog over the weekend.

They effectively take over the device, allow attackers to hop around the compromised network and steal credentials and data.

One of the vulnerabilities was actively exploited for at least a few days before Citrix publicly warned its customers.

Yeah, so this story erupted over the weekend, last weekend, as rumors started flying about widespread attacks involving zero-day vulnerabilities in Citrix Netscaler products.

The vendor has a long history of actively exploited vulnerabilities in its products.

This time, as Citrix has done previously, the company took days to confirm that the vulnerabilities even existed or that it was aware of active exploitation.

Researchers were scrambling on social media, chatting amongst themselves, trying to figure out what was going on with no official word from Citrix.



But yeah, very late and very rare for CISA to put out an alert of any sort or add something to a Kev catalog over the weekend.

They effectively take over the device, allow attackers to hop around the compromised network and steal credentials and data.

One of the vulnerabilities was actively exploited for at least a few days before Citrix publicly warned its customers.
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