The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis The Four Wars of the AI Stack: The Battles Shaping the Development of AI
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Jan 14, 2024 Delve into the fierce Quality Data Wars, where content creators and AI labs clash over data rights, stirring legal debates and public opinions. Discover the ongoing GPU Rich vs. Poor conflict, showcasing how resource disparities shape competitive landscapes. Explore the implications of these struggles on technological advancement, along with insights into innovative strategies companies employ. The battles within the AI realm are not just technical—they're pivotal for the future of artificial intelligence.
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Quality Data Wars
- The "Quality Data Wars" are between content platforms and AI labs.
- This fight concerns data usage rights and compensation.
GPU-Rich vs. GPU-Poor
- The "War of the GPU-Rich vs. Poor" is about access to computing power for AI development.
- This includes faster, cheaper inference, fine-tuning, and training.
Multi-Modality War
- The "Multi-Modality War" is about specialist models vs. everything models.
- It questions whether single, large models or multiple specialized ones will dominate.