About

Signal over noise.

WokHei surfaces the stories that matter from 24 categories, filtered by quality and ranked by relevance — so you spend your time reading, not searching.

Our Mission

The internet has too much content and too little curation. WokHei is a daily reading companion for curious people who want to stay current across AI, science, business, health, policy, and beyond — without doomscrolling or paywalled surprises.

We aggregate, score, and surface the top stories each day. AI scoring surfaces high-signal items, but every link goes directly to the original publisher — we never claim authorship and always credit sources.

How It Works

01
Aggregation

Hundreds of RSS feeds, APIs, and community sources are crawled continuously across all 20 topic categories.

02
Quality Scoring

An AI scoring layer ranks items by engagement signals, source tier, recency, and semantic relevance to the category.

03
Deduplication

Near-duplicate stories are clustered and the best-sourced version surfaces, preventing repetition.

04
Delivery

Results land on the feed in real time. Subscribe to the weekly digest to get the top 5 from each category in your inbox.

Source Tiers

Not all sources are equal. WokHei weights stories by the tier of their origin:

Tier 1 — Top Publications

Peer-reviewed journals, established broadsheets, and wire services (Nature, Reuters, WSJ, arXiv).

Tier 2 — Quality Indie Media

Newsletters, specialist outlets, and reputable industry publications (Ars Technica, The Verge, TechCrunch).

Tier 3 — Community Signal

High-karma community posts, conference papers, and verified practitioner blogs with strong engagement.

Categories

We cover 24 categories, updated throughout the day:

AI & Research

Models, breakthroughs, and the science of AI.

Business & Finance

Markets, startups, and how AI reshapes commerce.

Sports

AI in training, analytics, broadcasting, and fandom.

Science

Research, discoveries, and the future of human knowledge.

Health & Fitness

Medicine, biotech, wellness, and AI diagnostics.

Nutrition

Diet science, food tech, and AI-powered nutrition.

Agriculture

Precision farming, food supply, and agri-tech.

Entertainment

Film, music, games, and AI in creative industries.

Education

Learning, EdTech, and AI in the classroom.

Law & Policy

Regulation, AI law, and global policy.

Gaming

Games, AI NPCs, procedural worlds, and esports.

Space & Exploration

NASA, SpaceX, and AI in the cosmos.

Art & Creativity

AI art, generative creativity, and design tools.

Robotics & Hardware

Robots, automation, and physical AI.

Climate & Environment

AI in climate modeling, sustainability, and clean energy.

Cybersecurity

Threats, defenses, and AI in security.

Finance & Crypto

DeFi, blockchain, AI trading, and fintech.

Politics & Gov

Elections, governance, and AI in public policy.

Energy

Clean energy, grids, and AI power optimization.

AI Ethics

Bias, safety, alignment, and the philosophy of AI.

Technology

Software, hardware, platforms, and the tech industry.

Culture

Society, media, arts, and how culture is changing.

Geopolitics

Global power, diplomacy, conflict, and international affairs.

Markets

Financial markets, equities, private capital, and economic trends.

Built by Wok Specialists

WokHei is a project by Wok Specialists — a small software team building tools for the curious and productive.

Questions, feedback, or source suggestions? Reach us at hello@wokspec.org.

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