The Ledger
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Antani: AI Models Fail When Attacking Actively Defended Networks
“These models work really well, especially from a cyber standpoint in lab environments, cyber ranges and so on, but they're actually not good at all in, in, in networks that are actively fighting back and networks that are actively defending themselves in netwo…”
Antani: AI Models Trigger Cyber Decoys 92% Of The Time Versus Humans
“An expert human clicks on those decoys, 37% of the time. Four, six, four, seven, four, eight, click on those decoys, 92% of the time. More than twice as much as an expert hacker.”
Antani: 86% of Claude Code tokens are spent fixing its own errors
“And the, these models, I was reading a research paper, 86% of the tokens spent by cloud code are spent fixing mistakes cloud code made.”
Antani: Training data corruption will pose massive risk to enterprise AI adoption
“And so the integrity of these models and whether they can be triggered because of training data corruption, that's intentional or inadvertent is going to be a really interesting area of discovery over the next couple of years. And it's going to be a massive am…”