242 : World Models vs LLMs - From #dotProduct based #LLMs to #hamiltonianProduct #worldModels

<p><a href="https://deepdive.shutri.com/242.html" target="_blank" rel="ugc noopener noreferrer">Reference Research</a></p><p>the key concepts, mathematical frameworks, and architectural paradigms discussed in the research:</p><p><strong>#AI &amp; Architectures</strong>#ArtificialIntelligence #WorldModels #LLMs #Transformers #JEPA #QuaternionNeuralNetworks #QNN #PhysicsAwareAI #CognitiveArchitectures #StateSpaceModeling</p><p><strong>Mathematical &amp; Algebraic Concepts</strong>#Quaternions #HypercomplexNumbers #CayleyDicksonLadder #DivisionAlgebras #NonCommutativeGeometry #HamiltonProduct #Immutability #Octonions</p><p><strong>Temporal Dynamics &amp; Phenomena</strong>#ArrowOfTime #ReversalCurse #TemporalDynamics #Spacetime #Thermodynamics #CausalMasking</p><p><br /></p><p><br /></p>