Kimi K3: Pricing, Specs, and Benchmarks
Kimi K3 topped the WebDev coding arena at a fraction of frontier prices. Full specs, pricing, benchmarks, and the Moonshot business, verified July 2026.
Where adoption meets money
AI markets
Productivity, publishing and national strategy reveal where AI is creating value—and moving it.
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Continue the descent.
AI adoption, productivity, publishing, national strategy, funding and the markets being reshaped.
Who Is Matei Zaharia? Spark, Databricks and AI
Who is Matei Zaharia? The Apache Spark creator and Databricks co-founder also helped build MLflow. Here is how his work shaped modern data and AI systems.
OpenAI Hardware: The Economics of Its AI Speaker
OpenAI is spending nearly 6.5 billion dollars to build a screenless AI smart speaker. The business logic, the running costs, and the Apple lawsuit risk.
Is the 2026 Memory Cycle Peaking? Signals to Watch
Consumer DDR5 has gone flat while contract and HBM prices keep climbing. Here are the signals that show whether the 2026 memory cycle is peaking.
AI Search Broke the Web's Business Model. What Replaces It.
68% of searches end without a click. AI Overviews cut publisher traffic 40%. What replaces the click economy in the citation era.
The Publisher's Revenue Playbook for the AI Search Era
AI Overviews cut publisher clicks 40%. Six revenue strategies publishers are deploying now, from per-query monetization to session-level optimization.
AI Video Models in 2026: Sora Out, China Leads
OpenAI is shutting Sora down while Chinese models top the independent video leaderboards on quality and cost. The state of AI video, July 2026.
Why Are Chinese AI Models So Cheap? The Real Economics
Chinese AI models list output tokens up to 57x below US flagships. The verified economics of efficient training, cheap power and open weights as strategy.
GPT-5.6 Delayed: The Government Is Now a Release Gate
The Trump administration asked OpenAI to stagger GPT-5.6 and approve users one by one. A federal gate now sits between a finished AI model and the public.