Deep dives on AI agents, benchmarks, and what actually matters.
February 19, 2026
What's the deal with reasoning models? We explain the paradigm shift from standard LLMs, when to use them, and whether you actually need one.
February 19, 2026
MMLU, GSM8K, HumanEval, GPQA — we break down what each benchmark measures, which ones matter for your use case, and why benchmarks are getting gamed.
February 19, 2026
MIT research reveals open models achieve 90% of closed model performance at 13% of the cost. We break down when to use each and why most companies are overpaying.
Running Local LLMs on Consumer GPUs — A practical guide to running DeepSeek, Llama, and other models locally on your gaming PC. From 3070 Ti to 4090/5090 — what you can actually run with 8GB-32GB VRAM.