Guardrail Technologies™

Stop choosing between innovation and uncertainty. We catch the AI risks others miss.

[Guardrail Technologies™ @Guardrail_Tech]

AI isn’t just a tool. It’s a digital worker.
When you grant autonomous agents access to your infrastructure, you aren't just deploying software—you are scaling AI Risk.
Reimagining the insider threat for the modern cybersecurity landscape: https://t.co/Mn4r5LfpSr
Follow @GuardrailTech for upcoming releases in our AI Traffic Light suite at https://t.co/vcyJ103wRy, built to help teams scan and secure the next generation of AI agents.

[Todd Marlin @AIRiskExpert]

I built my expertise in rooms AI will never enter. Mistakes were visible. Fixes were earned. You built confidence through repetition, until the work could carry your name...https://t.co/jMb4p95kWM

[Todd Marlin @AIRiskExpert]

Two lives lost, different stories, same pattern of harm. For anyone who still thinks these are “edge cases,” how many more before we stop calling them rare?
https://t.co/gChr4Jp0sU

[Todd Marlin @AIRiskExpert]

There are some stories you can’t read without feeling sick to your stomach. This is one of them https://t.co/L36vIEBZVh

[Todd Marlin @AIRiskExpert]

The bottom line is these LLMs are human decisions at scale. You can’t control who the humans are shaping them. Proceed with caution.

Source: https://t.co/TTejANdx7i

[Todd Marlin @AIRiskExpert]

So, if you’re deploying AI, ask for receipts: written safety standards ; what’s barred with minors and vulnerable people; red lines on health/finance/identity; audit policy drift; a kill switch; an escalation path.

[Todd Marlin @AIRiskExpert]

They pick training data, define in/out-of-bounds, and decide when a bot deflects vs hard-stops. But, when kids are in the blast radius, “trust us” is not a real policy.

[Todd Marlin @AIRiskExpert]

The fiasco exposes something that’s often missed in AI discussions: humans make the choices that drive chatbot behavior.

[Todd Marlin @AIRiskExpert]

We only know that Meta’s chatbots were allowed to have “romantic” or “sensual” chats with kids because internal documents leaked.

[Guardrail Technologies™ @Guardrail_Tech]

Another key security weakness for companies using AI?
Shadow, in which users share information with AI models that haven’t been verified and authorized by their organization’s IT department.

It happens in almost every organization (and then there are the ‘AI policies,’ a.k.a. a piece of paper filled with rules that aren’t enforced).

Do you want to give an algorithm or an LLM access to everything? What can go wrong? #AIRisks #AISecurity