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Why the most consequential role in AI is the one nobody talks about
The EU AI Act now mandates adversarial testing for high-risk systems. The market is projected to reach $4.8 billion by 2029. But the workforce to fill it barely exists. This is the evaluation gap, and why it matters.
Why the best red teamers think like no machine can
Healthcare AI models completed adversarial objectives 94.4% of the time. Multi-turn jailbreaks hit 97% within five turns. The most dangerous AI vulnerabilities are not found by automation. They are found by a particular kind of human cognition.
AI benchmarks are saturating. Models score 90%+ on tests but fail on real-world tasks. The industry has a data quality crisis, and we're here to fix it.