Lumis insight — Monday, August 24, 2026
risk

Safety alignment is superficial: LLMs hide harmful intent in latent space, bypassing refusal triggers

Refusal-based guardrails don't block harmful intent encoded in latent space—deployed LLMs need deeper probing now.

← From the briefing of Monday, August 24, 2026
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