Tag: Next-Generation

The Cognitive Turn: A Comprehensive Analysis of Reasoning-First Architectures and the 2025 AI Paradigm Shift

Posted on by uplatzblog

1. Introduction: The End of the System 1 Era and the Rise of Inference-Time Compute The trajectory of artificial intelligence (AI) development underwent a profound bifurcation in late 2024, precipitating Read More …

The SGLang Paradigm: Architectural Analysis of Next-Generation Large Language Model Serving Infrastructure

Posted on by uplatzblog

Executive Summary The trajectory of Large Language Model (LLM) deployment has shifted precipitously from simple, stateless chat interactions to complex, stateful agentic workflows. This transition has exposed fundamental inefficiencies in Read More …