LLM Speed: Pre-Purchase Hardware Benchmarking for Local AI
223
A performance benchmarking tool that estimates local LLM speeds across various hardware and model configurations.
AI Hardware
Specialized hardware designed for AI workloads, including custom accelerators, ASICs, TPUs, and novel computing architectures optimized for machine learning inference and training.
Reading List
M5 Ultra Mac Studio: The Local AI Powerhouse
269
The M5 Ultra Mac Studio leverages unified memory and a quad-die architecture to become the definitive hardware for running high-performance local AI agents.
GLM-5.3-Flash: Frontier Multimodal Intelligence at 10x Lower Cost
1132
GLM-5.3-Flash provides frontier-level multimodal and coding capabilities at a tenth of the cost by optimizing its architecture for domestic AI hardware.
NVIDIA Rubin: The Shift to 100% Liquid-Cooled AI Factories
469
NVIDIA's Rubin architecture adopts 100% liquid cooling at higher temperatures to eliminate water waste and maximize energy efficiency in AI factories.
OpenAI Unveils Jalapeño: Its First Custom AI Inference Chip
818
OpenAI has launched its first custom inference chip, Jalapeño, to lower costs and increase efficiency through vertical hardware integration.
The Reality of Local AI: Specialized Value vs. Frontier Limitations
486
Local AI models are powerful tools for private, specialized business tasks but lack the reliability and reasoning of frontier cloud models for autonomous engineering.
CrankGPT: The Human-Powered AI Revolution
602
CrankGPT is a human-powered, local AI device that replaces big tech's cloud infrastructure with personal fitness and total data privacy.
Core AI: High-Performance Neural Inference for Apple Silicon
365
Core AI is Apple's high-performance framework for deploying and optimizing neural networks on Apple silicon.
Google Launches 8th-Gen TPUs for the Agentic AI Era
451
Google's new 8th-gen TPUs provide specialized, high-efficiency hardware for training and serving the next generation of reasoning AI agents.
Can I Run AI: The Local LLM Hardware Compatibility Guide
1404
A hardware compatibility tool that grades the local performance of AI models based on a user's specific GPU and VRAM configuration.
Analog 3D-Optical Fixed-Point Computing for AI and Optimization
101
An analog, 3D-optical fixed-point computer co-designed with iterative models accelerates both AI inference and real-world optimization with high robustness and projected 100× energy-efficiency gains over GPUs.