Methodology

Quick Feed News uses different workflows depending on the type of article. Some pages are straightforward news summaries, while others are explainers or report-style analyses built from market data, public sources, and structured comparisons.

News Articles

• News posts begin with approved sources and topic filters.
• The site prioritizes stories tied to Claude, Anthropic, Polymarket, OpenClaw, and related analysis.
• Posts are filtered to reduce duplicates, low-signal items, and off-topic articles.
• Where possible, source links and original context are preserved or clearly referenced.

Analysis and Reports

Analysis pages may combine market prices, public rankings, historical comparisons, simulations, or side-by-side models. These pages are designed to add structure and interpretation, not just repeat a headline. When an analysis includes assumptions, those assumptions should be stated clearly.

Signals We Track

• Source credibility and recency
• Topic relevance to the site's editorial niche
• Market movement and public search interest
• Whether a page adds something new, such as a table, comparison, or original framing
• Whether a page is likely to remain useful after the first publication window

Limits

No model, workflow, or prediction market is perfect. Some pages summarize fast-moving topics, and some report-style pieces rely on assumptions that can change later. Readers should treat analysis as a structured interpretation of public information, not as financial, investment, or betting advice.

For overall editorial standards, see the Editorial Policy. For a broader description of the site, see About Quick Feed News.