A Comprehensive Framework for Model Specialization: Domain Adaptation, Fine-Tuning, and Customization

Section 1: Redefining the Customization Stack: The Relationship Between Domain Adaptation, Fine-Tuning, and Customization 1.1 Deconstructing the Terminology: Domain Adaptation as the Goal, Fine-Tuning as the Mechanism The landscape of Read More …

The LLM Inference Wars: A Strategic Analysis of CPU, GPU, and Custom Silicon

Executive Summary: The Great Unbundling of AI Inference The monolithic, GPU-dominated era of artificial intelligence is fracturing. The “LLM Inference Wars” are not a single battle but a multi-front conflict, Read More …

The Emergence of General-Purpose Robotic Intelligence: An Analysis of Foundation Models and the RT-1 to RT-2 Trajectory

Section 1: The Foundation Model Paradigm: A New Architecture for Intelligence The field of artificial intelligence (AI) is undergoing a fundamental transformation, moving away from an era of narrow specialization Read More …