Omar Santos · Security & GRC Decoded · The Agents Ran All Weekend. They Came Back With Zero Days. ft. Omar Santos, Distinguished Engineer, AI Security @ Cisco
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Run open-weight AI models (e.g., OLA) and compare them to VLLM and quantized versions to teach students high-level differences
“I have eight different local models, open weight models running right now in my house, in my attic... they all have personas. My most recent is GLM-5.3 persona.”
“We killed off a bunch of them selectively. And now the remaining bats tend to have different versions of some genes compared to the ones that died.”
“Run them through models like this and see how much of a difference it can make ... especially ... at-risk population”
“We raised $3 million… we have 35 of the world's top PhDs… probably 30 different AI models running in the background”
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