Publishing a daily LLM market note in 22 languages without letting it invent facts
Every evening our pipeline publishes one market note for BTC, ETH, GRAM and DOGE: what moved, what drove it, and three scenarios for the next 24 hours with probabilities. It has run daily since September 25, 2026: 39 issues so far, none withdrawn. The interesting part is not the prompt. It is everything around the model that decides whether a draft is allowed to reach readers. Here is that part.…
Every evening, the pipeline produces a daily market note for BTC, ETH, GRAM, and DOGE, detailing what influenced each cryptocurrency and presenting three scenarios for the next 24 hours with associated probabilities. This practice has been ongoing since September 25, 2026, resulting in 39 issues so far, none of which have been withdrawn.
The core of this process lies in how the model determines which drafts are permitted to be published. Two authorities oversee the facts: Claim Authority and Number Authority. Claim Authority verifies information from a list of approved public feeds, while Number Authority relies on exchange quotes at the time of writing. Neither authority can validate the other's claims.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
