The news desk is the fast layer of mlllm.io. Its job is to make the daily AI stream readable without pretending that every item deserves a full article. Each brief should expose the key event, the source trail, the topic domain, the vendor entity when one exists, and the short reason the story matters.

This page should be generated from the cleaned TG-NEWS export rather than copied from Telegram or Telegraph. Telegram remains useful for distribution, but the website needs stable HTML, canonical URLs, and crawlable text. Low-confidence or low-value items can stay inside daily indexes. High-value items can graduate into explainers under the articles section.

The feed model is intentionally compact: readers should be able to scan research, coding, business, safety, and multimodal stories quickly, then jump into the original source or a deeper mlllm.io article when the signal is worth preserving.