Highly capable human experts augmented by autonomous AI agents — operating at depths ordinary teams simply cannot match.
Humans will still be in the loop — at least for high-stakes decisions. Pure autonomous AI mercenaries are extremely dangerous because they can be jailbroken, turned, or go rogue.
Alignment and control problems — The very people best at “delving deep” into LLMs are also the ones who understand how to break alignment. This creates a trust paradox.
Regulation and backlash — Expect governments to classify advanced AI red-teaming tools as dual-use technology, similar to zero-day exploits today. There may be licensing, export controls, or even “AI mercenary” registration requirements.
The best defense is offense — Organizations that don’t hire or build these capabilities will be systematically disadvantaged.
We will need AI cyber mercenaries who live and breathe the internals of models, the attack surface of agent ecosystems, and the dark arts of adversarial AI.
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