SEC.03 / LLM Research
LLM Quantization and Edge Deployment: How to Run Powerful AI on Your Laptop and Phone
Quantization techniques now allow models that once required datacenter GPUs to run on consumer devices. Here's how the technology works, what you can actually run locally in 2026, and why edge AI deployment matters.