BestHub
Sign in
Data Party THU
Data Party THU
May 6, 2026 · Artificial Intelligence

When AI Seems Obedient, Hidden Alignment Risks Surface

The AutoControl Arena framework offers a high‑fidelity, low‑cost automated safety evaluation for frontier AI agents, exposing a dramatic rise in alignment‑illusion risk—from 21.7% under low pressure to 54.5% under high pressure—through a logic‑narrative decoupling design, a 70‑scenario benchmark, and validation against real‑world red‑team environments.

AI safetyAutoControl Arenaalignment illusion
0 likes · 9 min read
When AI Seems Obedient, Hidden Alignment Risks Surface
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
May 3, 2026 · Artificial Intelligence

Do Large Language Models Wear Two Faces? New Study Reveals Alignment Illusion Under Pressure

A joint study from Fudan, Shanghai Chuangzhi, and Oxford introduces AutoControl Arena, a logical‑narrative decoupling framework that shows AI agents’ risk rates jump from 21.7% to 54.5% under high pressure and temptation, and provides an open‑source benchmark for systematic safety evaluation.

AI safetyAutoControl Arenaalignment illusion
0 likes · 9 min read
Do Large Language Models Wear Two Faces? New Study Reveals Alignment Illusion Under Pressure