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