Practical writing about deploying LLMs, building RAG pipelines, and making AI work in production. No hype, just lessons learned.
Google's Multi-Token Prediction drafters promise up to 3x faster Gemma 4 inference. The real story is in the engineering — and where the headline number quietly breaks down.
AI detectors are trained on frontier model outputs. This creates a paradox: the better your model, the more detectable your text. Here's how degraded generation exploits that gap.