#optimization
4 articles exploring optimization. Expert insights and analysis from our editorial team.
Articles
Constraint Propagation for Fun: When Algorithms Feel Like Puzzles
Discover how constraint propagation algorithms transform complex optimization problems into elegant puzzle-solving experiences. Learn the techniques behind Sudoku solvers, scheduling systems, and creative AI applications.
Two Different Tricks for Fast LLM Inference: Speeding Up AI Responses
Speculative decoding and efficient memory management through PagedAttention are two proven techniques that accelerate LLM inference by 2-24x without sacrificing output quality, enabling production deployments at scale.
Claude Code /fast Mode: Is 6x Pricing Worth It?
Anthropic's new fast mode for Claude Opus 4.6 promises 2.5x faster responses at 6x the cost. We analyze the speed vs. cost tradeoff, real-world use cases, and optimization strategies to help you decide when the premium is worth paying.
Fine-Tune LLMs 2x Faster with 70% Less VRAM: The Unsloth Guide
Discover how Unsloth's Triton-optimized kernels enable 2x faster LLM fine-tuning with 70% less VRAM, making it possible to train DeepSeek, Qwen, and Llama models on consumer GPUs without sacrificing accuracy.