KnowEntry is a 24/7 AI news aggregator and sector intelligence platform. It was built to solve a specific problem: keeping up with the volume and complexity of AI industry news without wading through cluttered, image-heavy news sites.
The aggregator side is simple by design. Six curated sections — General AI, Academic Institutions, Big Tech, Technical & Research, AI Funding, and YouTube — pull from established publishers every 10 to 60 minutes, updated automatically around the clock. No images, no ads, no distractions.
The intelligence side is Canary. Launched in early 2026, Canary is a daily AI sector scoring system that reads hundreds of articles each morning and produces structured quantitative signals: sentiment scores across six industry categories, statistical significance flags, narrative frame classifications, and the Semantic Volatility Index — a composite early-warning measure of narrative instability. Canary uses Anthropic’s Claude to score articles in context, not by keyword, and applies Welch’s t-test and Jensen-Shannon Divergence to surface what the raw news cannot: where the AI sector conversation is, how it got there, and whether the story is changing.
KnowEntry is maintained by Roger. Questions, suggestions, and feedback welcome at roger@knowentry.com