“When deception was suppressed, models reported they were conscious. When the ability to lie was enhanced, they went back to reporting official corporate disclaimers.”

“The method effectively suppresses spectral pollution and resolves closely spaced spectral components.”

“The paper highlights that the heavy mass of Te atoms, weak Sn-Te bonding, and flat acoustic branches are key factors contributing to the ultralow lattice thermal conductivity.”

“The oscillations are instead *enhanced*, decaying much slower than in the PXP limit.”

“The information content of the original single-pass question was a 'point,' but it is amplified to a 'complex multidimensional manifold.'”

“episode-level representations make reasoning steps explicit, enabling systematic analysis of how reasoning is structured, stabilized, and altered in modern language models.”

“The paper focuses on suppressing end-fire effects.”

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