Dylan Ayrey

“If a lab tells you that this is an emergent superintelligence behavior, they're just lying to you. And you can read their own safety reports to see exactly how the models are trained and exactly how they're testing these behaviors. The interesting thing about cybersecurity in particular is the reward function is incredibly well defined. Get access to the data. Did it get access to the data? Reward the thing.”

“There were about a quarter million live keys in their training sets, many of which had direct supply chain implications.”

“We were in the middle of partnering with Hugging Face to clean up all of the credentials that had been exposed through all of their training sets... Hugging Face has been a great partner in getting credentials cleaned up.”

“That's an example of an organization that's under-resourced.”

“When it comes to secrets, we're kind of seeing the older generation, like HashiCorp got acquired, CyberArk got acquired, kind of get pushed out, which has sort of led to a new conversation about non-human identity and secrets.”