Tag: Reasoning

The Architecture of Autonomy: A Comprehensive Analysis of Agentic Systems, Tool Use, and Reliable Execution Strategies

Posted on by uplatzblog

Executive Summary The artificial intelligence landscape is currently undergoing a foundational paradigm shift, transitioning from the era of passive Generative AI—characterized by static prompt-response interactions—to the era of Agentic AI. Read More …

From Linear Chains to Deliberate Exploration: A Comprehensive Analysis of Chain-of-Thought and Tree-of-Thought Reasoning in Large Language Models (LLMs)

Posted on by uplatzblog

Section 1: Introduction: The Quest for Deliberate Reasoning in Language Models 1.1 The Limitations of Autoregressive Generation for Complex Problems Large Language Models (LLMs) have demonstrated remarkable capabilities in generating Read More …