Chapters in Sentiment, News & AI Research
Chapter 1 of 5 · 4 min read
The daily brief and news sentiment scoring
How to turn a flood of headlines into a two-minute read, and what a sentiment score means.
News is scored for sentiment (positive, neutral, negative) and relevance to the stock, sector or market. A pre-market and post-close brief condenses the most relevant items with cited sources.
Reading it well
- Check the source and the date.
- Distinguish a new fact from a recycled opinion.
- A negative headline on a tiny item is not a negative signal.
- Markets often move before the story is written.
Key takeaways
- Sentiment scores summarise tone, not truth.
- Source quality and freshness matter.
- Use the brief as a map; verify what matters.
Put it into practice
Open the live page on Market Intelligence and see this concept on real data.
Keep learning
- Retail sentiment and mention spikes · Sentiment, News & AI Research
Education only, not investment advice. Updated 2026-10-09.