Does Google Penalize AI-Written Content? An SEO Editing Pipeline in Python for 2026By Kamil Kępiński, founder of SmophyAI Google doesn't penalize content for being AI-written. It penalizes thin, generic, unedited pages, and that describes most raw AI output. The full guide covers thOct 9 · 4 min readsmophyai.hashnode.dev
LLM Translation vs Google Translate in 2026: Routing Text by Tone and RegisterBy Kamil Kępiński, founder of SmophyAI In 2026, LLM-based translation and Google Translate differ in tone, not in word accuracy. Both get simple sentences right, but an LLM keeps register, formality aOct 9 · 3 min readsmophyai.hashnode.dev
GPT-6 Astra vs Claude Fable 5.1: Same Token Price, Different API BillsBy Kamil Kępiński, founder of SmophyAI If you budget LLM calls by the per-token rate alone, you can pick a model that costs up to 2x more for your workload. GPT-6 Astra and Claude Fable 5.1 both list Oct 9 · 4 min readsmophyai.hashnode.dev