Machine Learning Algorithms & Natural Language Processing

Jul 29, 2026 · Artificial Intelligence

Why Cache Hit Rate Beats Model IQ in AI Programming Costs

The article shows that in AI‑assisted coding the real cost driver is cache hit rate, not model intelligence, using a lawyer‑memory analogy, hierarchical caching details, three SGLang PR fixes, token‑usage statistics, benchmark scores, and four concrete task‑level observations that together explain how Agnes 2.5 Pro Alpha reduces latency and expense.