SiliconFlow shows why AI tokens are a metered resource
Tencent's Token quota turned AI from a background workplace perk into a metered line item: in the second week of June, one employee's previous monthly allowance...
Business Models
What these products cost, who pays, and how the pricing works underneath.
7 articles
Maifushi shows how AI apps sell finished workflows
Maifushi fits a broader Chinese AI pattern: the money is moving away from plain access and toward products that can sit inside a repeatable business workflow.
Tencent capex turns AI into an investment test
Tencent's Hunyuan and WorkBuddy now sit inside a more expensive bargain: the company's capital expenditure reached 52.8 billion yuan in the second quarter, up...
DeepSeek V4 Flash makes agent cost a workflow metric
Claude agents show why agent cost is becoming a workflow metric rather than a model sticker price. woshipm cites SemiAnalysis calculating a real blended price of...
Fi Ultra shows the real cost of AI hardware
AI-native applications can win overseas pilot orders before they have a business model capable of surviving overseas customers.
Apple Intelligence becomes a workflow gatekeeper
Apple Intelligence is starting to look less like a single feature set and more like a quota system attached to Apple's services.
Uber spent its whole 2026 AI budget in four months
Uber opened AI coding tools to 5,000 engineers and burned through its entire 2026 budget in four months.