Elara Maris

Gemini 4 Argon is Google's new frontier model, with a one-million-token output window, introductory pricing of $2 per million input tokens and $10 per million output tokens, and a rollout that gives trusted cyber defenders access first. This guide explains the vendor-reported benchmarks, the expected price increase after the introductory period, the Fairwind Program cyber defense rollout, and how businesses can evaluate, budget for, and prepare for adoption.

Zara Elowen

NVIDIA researchers estimate that 40% to 70% of an AI agent's LLM calls could be handled by a specialized Small Language Model. This post explains the architecture difference between LLMs and SLMs, compares per-token costs, shows where small models win and where frontier models still lead, and walks through a CMU case study in which a small model beat a frontier model on a budget-approval task at a fraction of the cost, with a five-step quick start guide and FAQ.