“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 paper's key finding is that using reduced learning rates for proxy model training yields relative performance that strongly correlates with that of fully tuned large-scale LLM pretraining runs.”

“Models trained on different datasets have highly similar representations of small molecules, and machine learning interatomic potentials converge in representation space as they improve in performance, suggesting that foundation models learn a common underlying representation of physical reality.”

“Scaling compressors is substantially more effective than scaling predictors.”

“adversarial training further enhances diversity, distributional alignment, and predictive validity.”

“The study likely provides experimental evidence.”

“The research focuses on phoneme decoding using MEG signals.”

“The study focuses on the development, validation, and correlates of the Critical Thinking in AI Use Scale.”

“”

“The article's title suggests consciousness is analogous to a recurrent neural network.”