Many people think that LLMs are limited by human training data, but pretraining is just establishing a common sense baseline. Most compute goes into reinforcement learning now, allowing models to move beyond the human level by exploring themselves, just as they did with Go. #LLMs #ReinforcementLearning #AIExploration #Thetweetdoesnotmentionanyspecificcountries.Therefore #theresponseis: (Nocountrycodes)
Concrete algorithms for recursive self-improvement (RSI) date back to 1987. 1992-: gradient descent-based neural RSI. 1994-: RSI for reinforcement learning with self-modifying policies. 1997: RSI plus artificial curiosity and intrinsic motivation. 2002-: asymptotically optimal #ArtificialIntelligence #MachineLearning #ReinforcementLearning #Nocountrycodesarepresentinthetweet.
We temporarily slowed some frontier training to strengthen security and monitoring. Our largest planned frontier RL run remains on hold while smaller-scale training and evaluations help us test safeguards and gather more evidence of alignment. I expect confidence in safety to #AI #SafetyFirst #ReinforcementLearning #Therearenospecificcountriesmentionedinthetweetprovided.Therefore #theresponseis:
