Insight certainty 4/5 debate potential 3/5

Bayramov: Eliminating data before LLMs is the only real AI security fix

Anar Bayramov · Securing the AI Frontier with Anar Bayramov of Polygraf | The Innovators & Investors Podcast · Jun 16, 2026 · at 17:55

Anar Bayramov, Head of Product at Polygraf, explains AI threat mitigation strategies and the persistence of prompt injection vulnerabilities.

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“I think the only right solution in this case is, Even though you have a local model, or even though you're using the enterprise safe version of the model is just to eliminate the data completely. So if you don't have anything sensitive that goes to AI in the first place, you don't have to worry about any bad actors trying to influence the models and to get to certain results.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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Assertion Not checkable as stated
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