Unverified50% confidenceOpinionExact time
New York University researcher Brendan Dolan-Gavitt commented that such vulnerability research processes used to take months and have now been compressed into six days.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedIn traditional security research, complete vulnerability discovery work requires senior security engineers to invest weeks or even months.67% similarUnverifiedIt often takes three to six months for beginners to reach an effective vulnerability-hunting state and solidify their fundamentals.66% similarUnverifiedLLMs have lowered the barrier to experimentation through readily available open-source models and APIs, enabling researchers to complete in a few weeks experimental workflows that previously took months.65% similarUnverifiedAI-assisted programming can compress foundational learning that previously took half a year into a matter of weeks.65% similarUnverifiedThe development cycle from idea to build has been compressed from 6 to 12 months down to just one week.64% similar
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