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Elisabeth | AI Systems + Creator Growth
@closermethod
I build AI systems: agents, GTM workflows, UGC. 268% quota @ Deel. Get my AI workflows.👇
Joined December 2025
2.8K Following    1.1K Followers
Oracle’s AI security system found more potential vulnerabilities in two weeks than it had found in the previous year. Around 60–70% were false positives. That’s a perfect example of AI making one metric look incredible while creating a pile of work underneath it. Track confirmed issues per reviewer hour and time to disposition.
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