Sep 3, 2026 · 35 min · 9 segments
The euphoria around AI is over, and the flaws are showing up at a speed nobody imagined a year ago. Jim Almerico (https://www.linkedin.com/in/jalmerico), CISO at Ironbridge CISO Consulting, tells Eli…
Jim AlmericoGuest
Eli WoodwardHost
That is always it's a great question because it's always tough to get through the hype because hype is

I think as I mentioned before, the reality is people don't fully understand how AI is operating.

And just a little bit of a shout out on the AISM piece of it is it gives you ways to think about it.

I can't put guardrails around it unless I know the exact data flow and, you know, where the data resides.

That gets you into the debate of closed models, open models, weights, I mean, that You know, they're not releasing their secret sauce, you know, so it makes it hard for outsiders to know thoroughly what to look for, how to put guardrails around it.

And to your point, hopefully they are seeing that and start baking in those things from the development.

That's always been the further left you go down in the cycle, the better the security is going to be.

And, you know, there's different elements of, you know, data as it relates to AI.

And one of the interesting things I was looking at is MCP servers and how they are querying data.

And an interesting conversation I had this week was the the lessons learned when everyone ran to the cloud.

That is always it's a great question because it's always tough to get through the hype because hype is

I think as I mentioned before, the reality is people don't fully understand how AI is operating.

And just a little bit of a shout out on the AISM piece of it is it gives you ways to think about it.

I can't put guardrails around it unless I know the exact data flow and, you know, where the data resides.

That gets you into the debate of closed models, open models, weights, I mean, that You know, they're not releasing their secret sauce, you know, so it makes it hard for outsiders to know thoroughly what to look for, how to put guardrails around it.

And to your point, hopefully they are seeing that and start baking in those things from the development.

That's always been the further left you go down in the cycle, the better the security is going to be.

And, you know, there's different elements of, you know, data as it relates to AI.

And one of the interesting things I was looking at is MCP servers and how they are querying data.

And an interesting conversation I had this week was the the lessons learned when everyone ran to the cloud.
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