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1. Introduction: The Efficiency Frontier in Large Language Models The contemporary landscape of Artificial Intelligence has been defined by a relentless pursuit of scale, a trajectory codified by the “scaling Read More …
1. The End of Replicated Execution The fundamental architecture of distributed ledgers is undergoing a metamorphosis. For over a decade, the prevailing model of blockchain consensus has relied on replicated Read More …
Executive Summary State channels, one of the earliest Layer 2 scaling solutions, are experiencing a significant renaissance within the Web3 ecosystem. While once overshadowed by more generalized solutions like rollups, Read More …
Part I: Foundational Principles of Sparse Architectures Section 1: Introduction – The Scaling Imperative and the Rise of Conditional Computation The trajectory of progress in large language models (LLMs) has Read More …