The most popular, and often the shallowest, opinion about AI is:
“AI 消耗了太多能源、水资源和 GPU 算力。”
What is even more concerning is that this belief is often held by people responsible for making critical decisions, and those decisions are shaped by hype rather than technical understanding.
The real problem is not AI itself.
问题 is using AI without a proper strategy.
With 智能路由, model segmentation, and detached 系统, resource usage can be reduced by up to 90% because large models are only activated when genuinely required.
Using AI without strategy is like:
🚛 Using a truck to carry a single stone.
🏎️ Using a Ferrari to move house.
🛡️ Using an armoured vehicle to commute to work.
Powerful technology should not be deployed blindly for every task.
Use small models for simple tasks.
Use large models only for complex problems.
Use deterministic 系统 when AI is unnecessary.
AI is not automatically wasteful.
差 AI architecture, weak governance, and hype-driven decision-making are what create waste.
