actionactiveadaptiveadvantageagentagenticagentsalgorithmsalignmentanalysisapproachattentionbasedbayesianbetterbeyondbiascapabilitiescausalchainchoicecocollaborativecomputeconjointcontextcoveragecurriculumdatadecisiondecodingdeepdesigndiffusiondistillationdistributiondrivendynamicsefficientelicitationembeddingsemergentenablesendengineeringenvironmentequilibriumestimationevaluatingevaluationevolutionevolutionaryevolvingexperienceexplorationexplorefastfeedbackfinefinetuningfirmfoundationframeworkfrontierfuturegeneralgeneralizationgenerationgenerativegoalgoodgradientguidedhumanhypothesisimplicitimprovementimprovinginferenceinformationintelligenceinterpretableinverseiterativejudgejudgesknowledgelanguagelargelatentlearnlearninglesslevellinearllmllmslongmakingmatchingmemorymetamethodsminimizationmodelmodelingmodelsmultimultimodalnaturalneedneuralnextofflineonlineopenoptimaloptimizationparallelpersonalizationpersonalizedperspectiveplanningpolicypositionpostpoweredprepredictionpreferencepreferencespretrainingprocesspromptpromptingprovableprovablyreasonreasoningregressionreinforcementreliablerepresentationrepresentationsrethinkingretrievalrewardrewardsrlrlhfrobustrolesamplesamplingscalablescalingsearchselectionselfsequentialshotsimplespacesparsestatisticalsteeringstepsupervisedsupervisionsurveysyntheticsystemstasktesttexttheorythinkthinkingthoughttimetokentokenstooltrainingtrajectorytransformerstuningturnuncertaintyunderstandingunifiedunifyinguseuserusingvalueviavisionwithoutworld