Tag: Foundation Model Design

The Infinite Canvas: A Comprehensive Analysis of Long-Context Architectures, Sparse Mechanisms, and Memory-Augmented Systems in the Megascale Era

Posted on by uplatzblog

1. Executive Summary: The Shift to Megascale Cognition The trajectory of Large Language Models (LLMs) has undergone a fundamental phase transition in late 2024 and throughout 2025. We have moved Read More …

The Paradigm Shift to Native Multimodality: Architectural Unification in Foundation Models

Posted on by uplatzblog

1. Executive Summary The artificial intelligence landscape is currently undergoing a fundamental architectural transformation, shifting from composite, modular systems toward unified, native multimodal architectures. For the past decade, multimodal capabilities—the Read More …