Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

https://arxiv.org/abs/2512.24617

#HackerNews #DynamicModels #LatentReasoning #SemanticSpace #AIResearch #MachineLearning

🧐 When a driver dares to question the almighty kernel, the OSS elders clutch their pearls in horror. 🚀 Welcome to the thrilling world of Unix-based systems, where "dynamic models" are just fancy terms for "oops, we didn't think of that!" 🤔🔧
http://miod.online.fr/software/openbsd/stories/udl.html #UnixSystems #OSSCommunity #DynamicModels #KernelDebate #TechHumor #HackerNews #ngated

📢 New preprint out!
We used conformal prediction to perform uncertainty quantification in dynamic models of biological systems.

https://arxiv.org/abs/2409.02644

Great collaboration with
@MarcosMatabuena https://www.marcosmatabuena.com/

#sysbio #UQ #ML #DynamicModels

#DifferentialLogic and #DynamicSystems • Overview
• https://inquiryintoinquiry.com/2019/09/10/differential-logic-and-dynamic-systems-overview/

In modeling #IntelligentSystems, natural or artificial, there is a tension between #DynamicParadigms & #SymbolicParadigms.

#DynamicModels afford a system #QuantitativeDescription, charting its #TimeEvolution via #DifferentialEquations.

#SymbolicModels afford a system #QualitativeDescription, deducing its #LogicalConsequences. So far these tend to be static models, awaiting a logical analogue of #DifferentialCalculus.