Nand Mulchandani, Chief Technology Officer of the CIA, explains why open-source AI model releases do not eliminate compute bottlenecks for government intelligence agencies.
“Anybody's ability to do something with that, those, with that information is limited, because it's not just the numbers. You have to have the expertise you need to Compute. You need all the other pieces. That's my point, which is great. I have that information. I just don't have the compute cycles to be able to do anything with it, right? Or modify it or change it.”
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More from Nand Mulchandani
Disclosure
Mulchandani: CIA has deployed large language models for open-source intelligence
“We're public with the fact that we actually have LLMs in production at the agency. We have it in production in the open source team.”
Nand MulchandaniMar 11, 2024▶ 15:31Intelligence in the Age of AI with new CTO of the CIA
PredictionNot checkable as stated
Mulchandani: Deploying battle-ready AI in defense will take a long time
“So it's funny because like the excitement and hype about this technology versus us absorbing it and making it battle ready is a long, long distance. And so I don't, I'm hopefully, you know, portraying or representing that side of the equation, which it doesn't…”
Nand MulchandaniMar 11, 2024▶ 22:41Intelligence in the Age of AI with new CTO of the CIA
PredictionNot checkable as stated
Mulchandani: AI use in spy operations will continuously escalate
“The democratization of this stuff and the availability we know is going to drive each one of our competitors to be driving this up. We're going to be aware of that. We're going to drive our own stuff up. So there's this aspect of, we don't know where this is g…”
Nand MulchandaniMar 11, 2024▶ 7:57Intelligence in the Age of AI with new CTO of the CIA
Insight
Mulchandani: AI tools risk amplifying intelligence analysts' cognitive biases
“Well, it can then also, unfortunately, take the things that you as an analyst are weakest at, or it's your weak knee or your thing that, that it can get into your head. And start rabbit-holing you down this thing, which amplifies your biases.”
Nand MulchandaniMar 11, 2024▶ 10:53Intelligence in the Age of AI with new CTO of the CIA
Insight
Mulchandani: AI forces explicit decision-making around probabilistic output thresholds
“With these newer algorithms these are still probabilistic algorithms. Except now the probabilities actually stare you in the face in a way that previous systems didn't push, right? So previous application systems never came up with said, do you want the 49%, t…”
Nand MulchandaniMar 11, 2024▶ 26:24Intelligence in the Age of AI with new CTO of the CIA
AssertionSupported
Mulchandani: CIA pivoted focus from counter-terrorism to great power competition
“And the conclusion was actually fairly interesting and not a surprise, was that we had to pivot from CT, which had been the big sort of focus for the agency for a couple of decades, to great power competition.”
Nand MulchandaniMar 11, 2024▶ 3:07Intelligence in the Age of AI with new CTO of the CIA
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